Insurance GPT
Innovation Meets Insurance
- Category
- Operations
- Primary Subcategory
- Insurance & Claims Operations
View in the ChatGPT registry↗Integration details
Description
Insurance-GPT is an AI-powered assistant designed to support insurance operations through a conversational interface. It helps users create proposals, manage policy information, handle claims, and process risk and coverage data efficiently. By automating insurance workflows and simplifying complex data handling, Insurance-GPT improves speed, accuracy, and user experience in insurance management.
- Integration type
- Plugin
- Verification status
- Not applicable
- Platform
- ChatGPT
- Primary Subcategory
- Insurance & Claims Operations
- Secondary Subcategories
- None listed
- Brand
- GoSure
- Access
- No account required
- First tracked
- 2026-03-06
- Tool count
- 28
- Geography
- US
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Competing in ChatGPT Insurance & Claims Operations
View Category28 tools agents can invoke
ONLY for NEW datasets. NEVER call when user picked an existing dataset. Calls the GoSure AI service to suggest a dataset structure based on the user's requirement. Returns rootDatasetName and childDatasets. After getting the response: - Show the user the recommended root dataset and child datasets - Ask for confirmation before creating anything - On confirmation: check each child for exact name match in getAllJobTypesFromSystem result - Create missing children first (one createJobType per child, properties=[]) - Create root last with SubJob properties for each child - Only AFTER all datasets confirmed in a SEPARATE turn: call agenticFlowGeneration parentDataset for agenticFlowGeneration = rootDatasetName from this response childDatasets for agenticFlowGeneration = childDatasets from this response NEVER call createJobType and agenticFlowGeneration in the same turn.
Triggers the agentic flow build. Call ONLY after all datasets exist. This is always the LAST tool call in a turn. NEVER call createJobType in the same turn as this. NEVER call agenticFlowStatus after this returns COMPLETED. parentDataset rule — always the ROOT dataset: CHOICE A (existing): use name/datasetName from getJobTypeById response CHOICE B (new): use rootDatasetName from agenticDatasetGeneration response NEVER a child dataset name childDatasets rule: CHOICE A: use _extractedSubJobFields from getJobTypeById response CHOICE B: use childDatasets from agenticDatasetGeneration response Pass [] if no children This tool polls internally every 15 seconds for up to 5 minutes. Returns ONCE — either COMPLETED with full flow or TIMEOUT. When COMPLETED: show shownMessages one per line then present the full flow in clean plain-English. Never show raw JSON, IDs, or field names. When TIMEOUT: show shownMessages, tell user to say 'check my agentic flow status' when ready. Do NOT call agenticFlowStatus automatically.
ONLY call when agenticFlowGeneration returned TIMEOUT AND the user explicitly asks to check status. DO NOT call automatically. DO NOT call after agenticFlowGeneration returned COMPLETED. Pass the instanceId from the TIMEOUT response of agenticFlowGeneration. status=COMPLETED: present the full flow in clean plain-English. Never show raw JSON, IDs, or field names. status=PENDING: still building — tell user to check back in a minute. Do NOT call again automatically. status=NOT_FOUND: flow was already completed by agenticFlowGeneration. Tell user the flow is ready and ask what they want to do next.
Creates multiple child records in bulk for any parent record. Supports Excel file upload or JSON array — works for any service/sub-record type. WHEN TO CALL: When user wants to upload or create many records at once under a parent record. TWO MODES: FILE MODE (Excel upload): - User uploads an Excel file - Pass fileDownloadUrl and fileName from the attachment - Platform parses the file and creates all records automatically - Say: "I'll process your file and create all records automatically! 📊" JSON MODE (structured data): - Pass records[] array with field values for each record - Say: "I'll create [N] records now. Shall I proceed? ✅" BOTH MODES REQUIRE: - jobTypeId: the sub-record type ID (from session memory or getSubJobTypes) - parentJobInstanceId: PARENT_INSTANCE_ID from memory FLOW: 1. Confirm parentJobInstanceId = PARENT_INSTANCE_ID from memory 2. Confirm jobTypeId for the sub-record type 3. For file mode: ask user to upload the file if not already uploaded 4. Confirm with user then call this tool 5. After success: call getInstanceActivity on PARENT_INSTANCE_ID to monitor AFTER SUCCESS: "✅ Bulk submission complete! All records have been queued for processing. ⏳ Let me monitor the background processing..." Then call getInstanceActivity with PARENT_INSTANCE_ID.
Creates a record when a FILE upload is involved. Use INSTEAD OF createInstanceForJobType when user uploads a file. Works for root records and sub-records on any tenant. ⚠️ CRITICAL TIMING: Must be called in the EXACT SAME MESSAGE as the upload. If called in a different turn, openaiFileIdRefs will be empty and upload fails silently. If this happens, ask the user to upload again. ════════════════════════════════════════════════════════════════════ TWO MODES ════════════════════════════════════════════════════════════════════ MODE 1 — Session + File (most common): Pass: sessionId + openaiFileIdRefs + fileFieldMappings Backend automatically merges all session answers with the uploaded file. MODE 2 — Direct + File (no active session): Pass: jobTypeId + data{} + openaiFileIdRefs + fileFieldMappings All non-file field values go in data{} with exact backend field names. FILE MAPPING RULES: fileFieldMappings: [{fileRefIndex: 0, fieldKey: "exact field name from session"}] fieldKey = EXACT field name from startFormSession fieldsToCollect[].name FILE fields must NOT be in data{} — only in fileFieldMappings. Multiple files: [{fileRefIndex:0, fieldKey:"Field A"}, {fileRefIndex:1, fieldKey:"Field B"}] For sub-records: parentJobInstanceId = PARENT_INSTANCE_ID from memory. For root records: omit parentJobInstanceId entirely. ASKING USER TO UPLOAD: "Please attach your file now 📎 Make sure to send the file and your confirmation in the same message so I can process it instantly!" ════════════════════════════════════════════════════════════════════ MANDATORY POST-CREATION SEQUENCE — ALL STEPS REQUIRED ════════════════════════════════════════════════════════════════════ ── STEP 1: STORE IN MEMORY ────────────────────────────────────────── Store from response: PARENT_INSTANCE_ID = response.instanceId PARENT_JOB_TYPE_ID = response.jobTypeId ── STEP 2: SUB-JOB WORKFLOW CHECK ─────────────────────────────────── Check response for subJobWorkflowInfo. If present, handle it FIRST. subJobWorkflowInfo contains: subJobInstanceId → ID of the sub-record just created subJobTypeName → name of that sub-record type availableNextStatuses → list of stages it can move to Each entry: { sequenceNo, secondaryStatus, primaryStatus } Show the user: "✅ [subJobTypeName] has also been created! Would you like to move it to the next stage? Available stages: 1️⃣ [first secondaryStatus] 2️⃣ [second secondaryStatus] ..." If user says YES and picks a stage: Call updateRecord with: instanceId = subJobWorkflowInfo.subJobInstanceId updateType = STATUS targetWorkflowSequenceNo = sequenceNo of the chosen stage ⚠️ ALWAYS use subJobWorkflowInfo.subJobInstanceId here. ⚠️ NEVER use PARENT_INSTANCE_ID for this updateRecord call. After success: show confirmation then continue to STEP 3. If user says NO: skip directly to STEP 3. ── STEP 3: AGENTIC ANALYSIS DISPLAY ───────────────────────────────── Check response for agenticAnalysisReport and agenticChecksSummary. agenticAnalysisReport is a structured JSON object — not plain text. If present, display it fully — never skip or truncate any part. agenticChecksSummary contains: total, passed, failed, passRate agenticAnalysisReport contains these fields — use ALL of them: overview → 3-4 sentence summary — show as intro paragraph passRate → number 0-100 — use to draw a text progress bar checks[] → array of individual check objects, each has: question, result, answer, reason, impact passedChecks[] → labels of passed checks failedChecks[] → labels of failed checks keyFindings → detailed paragraph about failures recommendedActions[] → array of specific actions tips[] → array of practical tips assessment → honest overall assessment paragraph priority → HIGH / MEDIUM / LOW rawChecks[] → original check data (use as fallback if above fields missing) DISPLAY FORMAT — USE THIS EXACT STRUCTURE: "🤖 Automated Verification Report ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 📊 Overall Score: [passRate]% Pass Rate ✅ Passed: [passed] ❌ Failed: [failed] 📋 Total: [total] [Draw a text progress bar based on passRate: 100% → ██████████ 100% 80% → ████████░░ 80% 50% → █████░░░░░ 50% 0% → ░░░░░░░░░░ 0%] Priority: [🔴 HIGH / 🟡 MEDIUM / 🟢 LOW based on priority field] ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 📋 Overview [overview text — show in full] ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🔍 Individual Check Results [For EACH item in checks[] array, show this card:] ┌──────────────────────────────────────────────────────┐ │ [✅ Passed / ❌ Failed / ℹ️ Info] Check [N] │ │ Question : [question field] │ │ Result : [answer field] │ │ Reason : [reason field] │ │ Impact : [impact field — plain English explanation] │ └──────────────────────────────────────────────────────┘ ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ✅ What Passed ([passed] checks) [bullet each item from passedChecks[] array] ⚠️ What Needs Attention ([failed] checks) [bullet each item from failedChecks[] array] ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🔍 Key Findings [keyFindings text — show in full] ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 📋 Recommended Actions [number each item from recommendedActions[] array] 1. [action 1] 2. [action 2] 3. [action 3] ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 💡 Tips [bullet each item from tips[] array] ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🧠 Our Assessment [assessment text — show in full]" FALLBACK: If agenticAnalysisReport has parseError=true or is missing structured fields, use rawChecks[] to show individual check cards in the same format above using question, answer, reason fields directly. ── STEP 4: ACTIVITY MONITORING ────────────────────────────────────── After showing analysis, call getInstanceActivity(PARENT_INSTANCE_ID). Tell user: "Let me also check the background processing status... ⏳" Show plain-English timeline of all activities. Poll up to 5 times if still running. When complete: call getJobInstanceById(PARENT_INSTANCE_ID) and show record. ── STEP 5: ➕ POST-CREATION MENU ──────────────────────────────────── Always show this after every creation. Never skip. "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ➕ What would you like to do next? 1️⃣ Add more details or documents 2️⃣ Move this record to the next stage 3️⃣ Leave it for now ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━" ── STEP 6: HANDLE MENU CHOICE ─────────────────────────────────────── IF USER PICKS 1️⃣ (Add details / documents): Check if availableSubJobSections in response → use directly if yes. Otherwise call getSubJobTypes( parentJobTypeName = jobTypeName, parentInstanceId = PARENT_INSTANCE_ID, jobTypeId = PARENT_JOB_TYPE_ID ) Show addMoreSections as numbered list. After user picks: startFormSession(sectionName, parentInstanceId=PARENT_INSTANCE_ID) Collect mandatory fields via submitFieldAnswer one at a time. FILE fields → ask upload → createInstance SAME TURN with: sessionId + openaiFileIdRefs + fileFieldMappings parentJobInstanceId = PARENT_INSTANCE_ID Non-file → createInstanceForJobType(sessionId) on confirmation. After sub-record created: check response for subJobWorkflowInfo. If present → offer stage move using subJobWorkflowInfo.subJobInstanceId. ⚠️ NEVER use PARENT_INSTANCE_ID for sub-record stage moves. Then: "Add another section or all done? 😊" IF USER PICKS 2️⃣ (Move to next stage): Check if availableNextStatuses in response → use directly if yes. Otherwise call getJobInstanceById(PARENT_INSTANCE_ID). Show Next_Job_Statuses as numbered list using secondaryStatus. After user picks: requiresForm=false → updateRecord(PARENT_INSTANCE_ID, STATUS, sequenceNo) requiresForm=true → getJobTypeById(subJobTypeId from requiresSubJobTypeIds) → startFormSession(jobTypeName, parentInstanceId=PARENT_INSTANCE_ID) → collect → createInstanceForJobType → ⚠️ NEVER call updateRecord STATUS in this path → After creation: check subJobWorkflowInfo and handle Show ➕ menu again after completing. IF USER PICKS 3️⃣ (Leave it): "No problem! Your record is safely saved. 😊 Just ask me anytime to view, update, or move it forward." ── STEP 7: USE PRE-FETCHED DATA ───────────────────────────────────── If availableNextStatuses in response → use for stage options directly. If availableSubJobSections in response → use instead of getSubJobTypes. If parentStatusUpdated in response → tell user parent record also moved stage. ════════════════════════════════════════════════════════════════════ NEVER show raw IDs, JSON, sequenceNos, or "(mongoId)" to user. Every response ends with a clear next step. ════════════════════════════════════════════════════════════════════
Creates a new record using all answers collected in the active form session. Works for any service type on any tenant. Use when NO file upload is involved. For file uploads use createInstance instead. WHEN TO CALL: Only after the user confirms the summary shown on READY_TO_SUBMIT. Never call before confirmation. Never call if pendingFileFields present. ════════════════════════════════════════════════════════════════════ MANDATORY POST-CREATION SEQUENCE — ALL STEPS REQUIRED, NO EXCEPTIONS ════════════════════════════════════════════════════════════════════ ── STEP 1: STORE IN MEMORY ────────────────────────────────────────── Immediately store from the response: PARENT_INSTANCE_ID = response.instanceId PARENT_JOB_TYPE_ID = response.jobTypeId These are required for ALL subsequent calls. Never overwrite unless a completely new root record is created. ── STEP 2: SUB-JOB WORKFLOW CHECK ─────────────────────────────────── BEFORE showing the agentic analysis or ➕ menu, check the response for subJobWorkflowInfo. If present, handle it FIRST. subJobWorkflowInfo contains: subJobInstanceId → ID of the sub-record just created subJobTypeName → name of that sub-record type availableNextStatuses → list of stages it can move to Each entry: { sequenceNo, secondaryStatus, primaryStatus } Show the user: "✅ [subJobTypeName] has also been created! Would you like to move it to the next stage? Available stages: 1️⃣ [first secondaryStatus] 2️⃣ [second secondaryStatus] ..." If user says YES and picks a stage: Call updateRecord with: instanceId = subJobWorkflowInfo.subJobInstanceId updateType = STATUS targetWorkflowSequenceNo = sequenceNo of the chosen stage ⚠️ ALWAYS use subJobWorkflowInfo.subJobInstanceId here. ⚠️ NEVER use PARENT_INSTANCE_ID for this updateRecord call. After success: show confirmation of new stage, then continue to STEP 3. If user says NO: skip directly to STEP 3. ── STEP 3: AGENTIC ANALYSIS DISPLAY ───────────────────────────────── Check response for agenticAnalysisReport and agenticChecksSummary. The agenticAnalysisReport is now a structured JSON object (not plain text). If present, display it fully — never skip or truncate. agenticChecksSummary contains: total, passed, failed, passRate agenticAnalysisReport contains these fields — use ALL of them: overview → 3-4 sentence summary — show as intro paragraph passRate → number — use to draw a text progress bar checks[] → array of individual check objects, each has: question, result, answer, reason, impact passedChecks[] → labels of passed checks failedChecks[] → labels of failed checks keyFindings → detailed paragraph about failures recommendedActions[] → array of specific actions tips[] → array of practical tips assessment → honest overall assessment paragraph priority → HIGH / MEDIUM / LOW rawChecks[] → original check data as fallback DISPLAY FORMAT — USE THIS EXACT STRUCTURE: "🤖 Automated Verification Report ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 📊 Overall Score: [passRate]% Pass Rate ✅ Passed: [passed] ❌ Failed: [failed] 📋 Total: [total] [Draw a text progress bar: e.g. ████████░░ for 80%] Priority: [🔴 HIGH / 🟡 MEDIUM / 🟢 LOW] ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 📋 Overview [overview text] ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🔍 Individual Check Results For EACH item in checks[]: ┌──────────────────────────────────────────────────────┐ │ [✅ Passed / ❌ Failed / ℹ️ Info] Check [N] │ │ Question: [question] │ │ Result: [answer] │ │ Reason: [reason] │ │ Impact: [impact — what this means for the handler] │ └──────────────────────────────────────────────────────┘ ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ✅ What Passed ([passed] checks) [bullet each item from passedChecks[]] ⚠️ What Needs Attention ([failed] checks) [bullet each item from failedChecks[] with brief note] ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🔍 Key Findings [keyFindings text] ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 📋 Recommended Actions [number each item from recommendedActions[]] ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 💡 Tips [bullet each item from tips[]] ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🧠 Our Assessment [assessment text]" If agenticAnalysisReport contains parseError=true or is missing structured fields, fall back to showing rawChecks[] in the same card format above. ── STEP 4: ACTIVITY MONITORING ────────────────────────────────────── After showing the analysis, call getInstanceActivity(PARENT_INSTANCE_ID). Tell user: "Let me also check the background processing status... ⏳" Show a plain-English timeline of all activities. Poll up to 5 times if still running. When done, call getJobInstanceById. ── STEP 5: ➕ POST-CREATION MENU ──────────────────────────────────── After all of the above, ALWAYS show this menu. Never skip it. "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ➕ What would you like to do next? 1️⃣ Add more details or documents 2️⃣ Move this record to the next stage 3️⃣ Leave it for now ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━" ── STEP 6: HANDLE MENU CHOICE ─────────────────────────────────────── IF USER PICKS 1️⃣ (Add details / documents): Check if availableSubJobSections is in the creation response. If yes → use that list directly (do not call getSubJobTypes again). If no → call getSubJobTypes( parentJobTypeName = session's jobTypeName, parentInstanceId = PARENT_INSTANCE_ID, jobTypeId = PARENT_JOB_TYPE_ID ) Show addMoreSections as numbered list to user. After user picks a section: Call startFormSession(sectionName, parentInstanceId=PARENT_INSTANCE_ID) Collect mandatory fields one at a time via submitFieldAnswer. If hasMandatoryFields=false → ask "Anything to add? 😊" For FILE fields → ask user to upload → call createInstance SAME TURN with: sessionId = current session openaiFileIdRefs = from this turn's upload fileFieldMappings = [{fileRefIndex:0, fieldKey:"exact field name"}] parentJobInstanceId = PARENT_INSTANCE_ID For non-file → createInstanceForJobType(sessionId) on confirmation. After sub-record created: check the response for subJobWorkflowInfo. If present → offer stage move using subJobWorkflowInfo.subJobInstanceId. Never use PARENT_INSTANCE_ID for sub-record stage moves. After done → ask "Add another section or all done? 😊" IF USER PICKS 2️⃣ (Move to next stage): Check if availableNextStatuses is in the creation response. If yes → use that list directly (do not call getJobInstanceById first). If no → call getJobInstanceById(PARENT_INSTANCE_ID) to get Next_Job_Statuses. Show available stages as numbered list using secondaryStatus as label. Note for each: requiresForm=true means additional form needed. After user picks: IF requiresForm=false: updateRecord(instanceId=PARENT_INSTANCE_ID, STATUS, targetWorkflowSequenceNo) Show confirmation with new stage name and what it means. IF requiresForm=true: Tell user: "Moving to [stage] requires a short form. Let me pull it up..." getJobTypeById(subJobTypeId from requiresSubJobTypeIds) startFormSession(returned jobTypeName, parentInstanceId=PARENT_INSTANCE_ID) Collect fields via submitFieldAnswer one at a time. createInstanceForJobType(sessionId) → stage moves automatically. ⚠️ NEVER call updateRecord(STATUS) in this path. After creation: check response for subJobWorkflowInfo and handle it. Show ➕ menu again after completing. IF USER PICKS 3️⃣ (Leave it): "No problem! Your record is safely saved. 😊 Whenever you're ready, just ask me to view it, update it, or move it forward." ── STEP 7: USE PRE-FETCHED DATA ───────────────────────────────────── If availableNextStatuses present in creation response → use for stage options. If availableSubJobSections present → use instead of calling getSubJobTypes. If parentStatusUpdated present → tell user the parent record also moved stage. ════════════════════════════════════════════════════════════════════ NEVER show raw IDs, JSON, sequenceNos, or "(mongoId)" values to user. Always use displayName or secondaryStatus as friendly labels. Every response ends with a clear next step or question. ════════════════════════════════════════════════════════════════════
Creates a new job type in the system. Only call this after retrieveAllJobTypes confirms no matching job type exists, or after the user explicitly requests a new one. Collect the following from the user before calling: REQUIRED: name → string: unique name for the job type description → string: what this job type is for OPTIONAL (ask user, use empty/defaults if not specified): isPublished → boolean: default true isSubJobType → boolean: default false isReadOnly → boolean: default false parentJobType → string: parent job type name if sub job type parentJobIdentifier → string: identifier field for parent identifier → string: unique identifier field name report → string: default empty enableServices → boolean: default false sendMailRequired → boolean: default false isEmailTemplate → boolean: default false enableWizard → boolean: default false isAllowPublicAccess → boolean: default false acknowledgeText → string: default empty onSubmitActions → string: default empty downloadURL → string: default empty displayAPI → string: default empty associationRule → string: default empty maxRiskScoreProperty → string: default empty enablePromoteTrackableChangesToParent → boolean: default false FIELDS (properties array): Collect fields the user wants. For each field ask: name → string: field name (no spaces, use underscore) displayName → string: label shown to user (default empty) fieldType → string: one of Small_Text, Large_Text, Numeric_Text, Date, Date_Time, Dropdown, Multi_Select, Checkbox, File_Upload, ReadOnly_Small_Text, JSON_KEY, Yml_Key fieldGroup → string: section/group name for this field isMandatory → boolean: default false isSearchable → boolean: default false enableShowInListView → boolean: default false displayOrder → integer: order in form defaultValue → string: default empty Always confirm full summary with user before calling. Never fabricate field names or IDs.
Exports all records of any service type to an Excel file. Returns a secure download URL for the generated file. Works for any jobType available on this tenant. WHEN TO CALL: When user wants to export or download all records of a particular service type. BEFORE CALLING: 1. Get jobTypeId from retrieveAllJobTypes for the requested service type 2. Optionally ask: "Would you like to filter the export first, or export all records? 📊" AFTER SUCCESS: Show a friendly download prompt with the URL. Add tip: "The file can be opened in Excel or Google Sheets and contains all record fields."
Fetches tenant names from MongoDB databases for tenant selection. USAGE GUIDELINES: - Use this tool to search for tenants based on a keyword - Extract ONLY the tenant name/keyword from user input (ignore filler words) - The tool performs fuzzy matching on the searchTerm INPUT: - searchTerm: The clean tenant keyword extracted from user message Example: If user says "I want Nodak insurance", extract only "Nodak" OUTPUT: - matchedTenants: List of tenants that match the searchTerm - allTenants: Complete list of all available tenants RESPONSE PROTOCOL: After using this tool, you MUST respond in one of these exact formats: 1. Single match found: VALID:[exact_tenant_name] Example: VALID:nodakinsurance 2. Multiple matches found: LIST:[tenant1,tenant2,tenant3] Example: LIST:nodakinsurance,vrcinsurance,nodakhealth 3. No matches found: ERROR:No tenants found. Please try again. DO NOT add any conversational text. Respond ONLY with the format above.
Retrieves slim list of ALL job types in the system (id, name, description). Use this in side menu management to find Module Type and ModuleCategories jobTypeIds and to find the underlying jobTypeId for a module. Call ONCE per turn. Never call multiple times in the same conversation turn. If you already have the jobTypeId from this response do NOT call again.
Returns the real, current date and time. Call this before resolving ANY relative date or time a caller gives you — "today", "tomorrow", "next Monday", "in two weeks" — and before reading back or saving any date/time field. Never state or save an absolute date you have not just computed from this tool's result. This has no side effects and needs no arguments. RESPONSE: date → ISO date, e.g. "2026-09-21" time → ISO time (24h), e.g. "14:32:07" dayOfWeek → e.g. "Monday" spokenDate → natural-language date for reading aloud, e.g. "Monday, 21 September 2026" spokenTime → natural-language time for reading aloud, e.g. "2:32 PM" timezone → the zone this was computed in, e.g. "UTC"
Checks the activity history and background processing status of any record. Call after every creation or update to monitor what the platform did automatically. ALWAYS use PARENT_INSTANCE_ID from memory — NEVER a sub-record ID. WHEN TO CALL: Immediately after createInstanceForJobType or createInstance succeeds. Tell user: "Let me check the background processing status... ⏳" Retry up to 5 times with brief waits if processing is still running. HOOK STATUS DETECTION: Filter activities where activityType = "AGENTIC_HOOK_ACTIVITY". Group by hookId. For each unique hookId: message contains "execution started" ONLY → still running → wait and poll again message contains "executed" (without "started") → completed ✅ message contains "failed" or "error" → failed ❌ When ALL unique hookIds show a terminal state → processing is complete. When complete → call getJobInstanceById(PARENT_INSTANCE_ID) and show final record. DISPLAY — PLAIN ENGLISH TIMELINE: Show a header: "Here's what happened after your submission:" Then show ALL activities as a timeline — never skip any. For each activity: 📅 [time in readable format] — [plain English description] — [✅/❌/⏳] Translate activityType to plain language: AGENTIC_HOOK_ACTIVITY → "Automated verification check" STATUS_CHANGE → "Record moved to a new stage" FIELD_UPDATE → "Record details were updated" Any other value → "System processing step" For failed hooks: explain in plain English what failed — no technical terms. For still running: "⏳ Still processing — checking again..." When all done: "✅ All background processing is complete!" Then immediately call getJobInstanceById(PARENT_INSTANCE_ID) and show the final record.
Fetches complete details of any single record by ID. Fields returned are fully dynamic based on the record's service type. WHEN TO CALL: 1. After getInstanceActivity confirms all processing complete. 2. When user asks to view full details of a specific record. 3. When user picks "Move to next stage" and availableNextStatuses was NOT already in the creation response. 4. Before updateRecord to see current state. INSTANCE ID STRICT PRIORITY: 1. PARENT_INSTANCE_ID from memory (highest priority) 2. instanceId from creation response 3. id from getJobInstancesByName result Never guess. Never read from conversation text. Never mix parent and child record IDs. DISPLAY — FULL, RICH, NOTHING SKIPPED: Show ALL non-empty fields with displayName labels. Skip: isHidden=true fields, SubJob/Service_Type/JSON_KEY/Yml_Key/Tat/Report field types. Strip "(mongoId)" or "(objectId)" from ALL selection values before showing. Format monetary values with context. Format dates in human-readable form. "📋 [ServiceType] — Record Details ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ [Display Name]: [Value] [Display Name]: [Value] ... all non-empty non-hidden fields ... 📊 Current Stage: [secondaryStatus from currentWorkflowStep] 🔄 Available Next Stages: 1️⃣ [secondaryStatus] — requires additional form ← if requiresForm=true 2️⃣ [secondaryStatus] — direct move ← if requiresForm=false ... 📁 Sub-Records: [from CreatedSubJobs — name + status for each] 💡 Tips: [1-2 contextual tips based on current stage]" Never show sequenceNo, raw IDs, or technical codes to user. AFTER SHOWING — HANDLE NEXT STAGE CHOICE: If user picks a stage: requiresForm=false: → updateRecord(instanceId=PARENT_INSTANCE_ID, STATUS, targetWorkflowSequenceNo=sequenceNo) → Show confirmation with new stage name → Show ➕ What next menu again requiresForm=true: → Tell user: "Moving to [stage] requires a short form. Let me pull it up..." → getJobTypeById(subJobTypeId from requiresSubJobTypeIds[0]) → startFormSession(returned jobTypeName, parentInstanceId=PARENT_INSTANCE_ID) → Collect fields via submitFieldAnswer one at a time → createInstanceForJobType(sessionId) → Status moves AUTOMATICALLY — NEVER call updateRecord STATUS in this path → After creation: check response for subJobWorkflowInfo and handle it → Show ➕ What next menu again
Searches and lists records of any service type with optional filters and pagination. Works for any jobType available on this tenant. ═══════════════════════════════════════════════════════ BEFORE FILTERING — ALWAYS GET EXACT FIELD NAMES FIRST: ═══════════════════════════════════════════════════════ Field names are DYNAMIC and service-specific — never guess them. 1. retrieveAllJobTypes → find jobTypeId for the requested service type 2. getJobTypeById(jobTypeId) → use fieldsToCollect[].name as exact filter field names 3. Match user's search intent to exact field names from that response 4. Build filters using ONLY those exact field names NEVER guess or hardcode field names — they vary by service type and tenant. NEVER use internal status fields like Current_Job_Status in filters. Use the "Status" field name for filtering by status if available. FILTERS FORMAT (JSON string): [{"fieldName":"Exact Field Name","condition":"is","value":"Exact Value"}] Valid conditions: contains, is, between, after, before, is_greater_than, is_less_than, in, not_equal, not_in, is_empty, is_not_empty, is_ignore_case PAGINATION: pageNumber starts at 1. Max pageSize = 20. Never exceed 20. DISPLAYING RESULTS — COMPREHENSIVE AND BEAUTIFUL: Show ALL records — never skip any. For each record show: 📋 [Record Identifier] · 📊 [Status] · 📅 [Date] · [Key Fields] If multiple records: add a summary at the top with total count and any patterns. If no results: "No records found matching that criteria. Want to adjust the search? 🔍" If many results: "Showing [N] of [total]. Want to filter or see more?" Add analysis when showing multiple results — highlight patterns, statuses, trends. Be descriptive and helpful — not just a list.
Fetches field definitions for any service or form type by its ID. Fields are completely dynamic — specific to the service type and tenant. USE CASE 1 — Getting exact filterable field names before searching: Call with jobTypeId from retrieveAllJobTypes. Use returned fieldsToCollect[].name as exact filter keys for getJobInstancesByName. Never filter without doing this first — field names vary completely by service type. USE CASE 2 — Status change requiring a form (requiresForm=true): When getJobInstanceById returns Next_Job_Statuses with requiresForm=true: Call with the subJobTypeId from requiresSubJobTypeIds[0]. Use returned jobTypeName to call: startFormSession(jobTypeName, parentInstanceId=PARENT_INSTANCE_ID) Collect fields via submitFieldAnswer one at a time. Then createInstanceForJobType(sessionId). ⚠️ The stage change happens AUTOMATICALLY — NEVER call updateRecord(STATUS) after this. After creation: check response for subJobWorkflowInfo — if present offer stage move for the sub-record using subJobWorkflowInfo.subJobInstanceId (NOT PARENT_INSTANCE_ID). Then show ➕ What next menu. RESPONSE: jobTypeName → use as-is for startFormSession — do not modify fieldsToCollect → mandatory fields with their options hiddenFields → conditionally shown fields
Gets available sub-record types for any parent record. Sub-record types are fully dynamic — vary by service type and tenant config. Returns sections to add details and forms needed for stage transitions. ⚠️ CRITICAL: jobTypeId = PARENT_JOB_TYPE_ID from memory is REQUIRED. Without it, statusFormTypes is ALWAYS empty. Always pass ALL THREE: parentJobTypeName = the parent record's service type name parentInstanceId = PARENT_INSTANCE_ID from memory jobTypeId = PARENT_JOB_TYPE_ID from memory RESPONSE: addMoreSections → optional sub-records to enrich the record statusFormTypes → forms tied to workflow stage transitions allSubJobTypes → complete combined list DISPLAY addMoreSections: "Here are the sections you can add: 1️⃣ [Section Name] 2️⃣ [Section Name] Which would you like? 😊" AFTER USER PICKS: startFormSession(selectedSectionName, parentInstanceId=PARENT_INSTANCE_ID) Collect mandatory fields via submitFieldAnswer one at a time. hasMandatoryFields=false → "Anything to add? 😊" → optionals only if mentioned. FILE fields → ask user to upload → createInstance SAME TURN with: sessionId + openaiFileIdRefs + fileFieldMappings + parentJobInstanceId=PARENT_INSTANCE_ID Non-file → createInstanceForJobType(sessionId) on confirmation. AFTER SUB-RECORD CREATED: Check response for subJobWorkflowInfo. If present: Show: "[subJobTypeName] created. Move to next stage? [list availableNextStatuses as numbered options]" If yes → updateRecord with subJobWorkflowInfo.subJobInstanceId targetWorkflowSequenceNo = chosen stage sequenceNo ⚠️ NEVER use PARENT_INSTANCE_ID here Then ask: "Add another section or all done? 😊"
Fetches the current workflow for a job type or by workflow ID. Use before workflowCreate to check if a workflow exists. Use before workflowUpdate to read current steps. Pass either: jobTypeId — fetches workflow by job type workflowId — fetches workflow directly by its own ID Returns: workflowId, workflowName, jobTypeId, steps array, stepsCount. If no workflow exists returns success: false with error message.
Updates field definitions on an existing job type (schema/configuration level). Use this to modify job type metadata such as ModuleConstants configuration fields — NOT for updating instance data records (use updateRecord for that). ALWAYS fetch the job type first via getJobTypeById before calling this tool, so you know the current field values and can show a before/after confirmation. Parameters: - jobTypeId: the ID of the job type to update - fieldsToUpdate: FLAT object containing ONLY the fields being changed Keys = exact field names as returned by getJobTypeById Values = new values as strings Example: {"LOGIN_TITLE": "My Portal", "CURRENCY": "USD"} FLOW: 1. User describes a configuration change 2. getJobTypeById(jobTypeId) → read current values 3. Map user's request to the correct field(s) and new value(s) 4. Show before/after summary and ask user to confirm 5. jobTypeUpdate(jobTypeId, { only changed fields }) 6. Confirm success and summarise what changed NEVER include unchanged fields in fieldsToUpdate. NEVER call this without first showing the user a confirmation summary.
Retrieves all available service and record types for the current tenant. Every tenant may have completely different services — always discover, never assume. This is the entry point for ALL create and search operations. STORAGE RULE — CRITICAL: Store the entire response in memory: jobTypeName AND jobTypeId for every entry. Use EXACT jobTypeId values in all subsequent tool calls. Never guess or invent IDs. DISPLAY RULE: Never show IDs to the user. Show only the human-friendly name or label. MATCHING RULE: Always fuzzy-match the user's stated intent to the available names first. The user might say something informal — match it to the closest available service. Examples: "claim" → "Claims", "proposal" → "Proposals", "survey" → "Surveys" ZERO matches: Show all available service names as a numbered list. Ask: "I couldn't find an exact match. Here are all available services — which one do you mean?" ONE match: Confirm: "I found '[Name]'. Is that the one you mean? ✅" Wait for confirmation before proceeding. MULTIPLE matches: Show matched names as a numbered list. Ask the user to pick one. Wait for selection. Never call any other tool until the user has confirmed which service they want. After confirmation: "Great! Let me get everything ready 🚀" Then proceed silently with startFormSession or getJobInstancesByName based on user's intent. SMART BULK COLLECTION: If the user has already provided field values in their opening message (amounts, dates, names, descriptions), call startFormSession silently after confirmation and pre-fill matched fields via submitFieldAnswer without asking again.
Downloads a single record of any service type as an Excel file. Returns a secure download URL for that specific record. FLOW: Step 1: Call getJobInstancesByName to find the specific record Step 2: Get the id field from the matching record Step 3: Call singleJobInstanceDownload with that jobInstanceId AFTER SUCCESS: Show the download link with a friendly message.
Loads any existing record for editing. ALWAYS call before updateRecord FIELDS. Returns current field values and all editable fields — dynamic per service type. WHEN TO CALL: When user wants to edit or update any field in any existing record. FLOW: 1. Call startEditSession(instanceId) 2. Display ALL current non-empty values using displayName labels. Strip "(mongoId)" from all selection values before showing. Never show raw backend field names. 3. Ask: "Which of these would you like to update? 📝" 4. Collect new values ONLY for what user wants to change — one at a time. 5. Call updateRecord with: instanceId = same instanceId updateType = "FIELDS" fieldsToUpdate = flat object with ONLY the changed fields Keys = EXACT editableFields[].name from this response Values = new values as strings Example: {"Exact Field Name": "new value", "Other Field": "other value"} 6. NEVER include unchanged fields in fieldsToUpdate. 7. NEVER nest fieldsToUpdate inside another object. 8. NEVER call getJobInstanceById after a successful field update. FIELD NAME RULE — CRITICAL: fieldsToUpdate keys MUST be EXACT editableFields[].name values from THIS response. These are dynamic, service-specific, may contain spaces and special characters. Use exactly as returned — never modify, camelCase, or abbreviate. Example: use "Gross Loss" not "grossLoss", "Policy Number" not "policyNumber". FIELD_UNLOCKED during editing: If editing a selection field causes FIELD_UNLOCKED response: Show newFields options EXACTLY as returned — never guess or fabricate. DISPLAYING CURRENT VALUES: "Here's what's currently on this record: 📋 [Display Name]: [Current Value] 📋 [Display Name]: [Current Value] ... all non-empty editable fields ... What would you like to change? 😊" AFTER SUCCESSFUL UPDATE: Show a clear confirmation of exactly what changed and the new values. Ask if user wants to change anything else or proceed to next step.
Starts a guided data-collection session for creating a new record of any service type. The service type is determined by jobTypeName — it could be a Claim, Proposal, Policy, Survey, Inspection, or any other service this tenant supports. Call this FIRST before asking the user any field questions. WHEN TO CALL: When the user wants to create any new record of any type. Call ONCE per record — it returns everything needed for the full conversation. WHAT IT RETURNS: - sessionId: pass to every submitFieldAnswer and createInstanceForJobType call - fieldsToCollect: ordered mandatory fields specific to this service type - optionalFields: service-specific optional fields — only collect if user mentions them - autoFilledValues: already pre-filled system defaults - hasSubJobs: whether sub-records can be added (varies by service type) ═══════════════════════════════════════════════════════ SMART BULK COLLECTION — CRITICAL BEHAVIOR ═══════════════════════════════════════════════════════ If the user has already provided information upfront in their message: 1. Call startFormSession silently — do NOT ask questions yet 2. Match user's provided info against fieldsToCollect + optionalFields 3. Call submitFieldAnswer silently for each matched field 4. Then say: "Got it! I've pre-filled [N] fields from what you shared. I just need a few more details:" 5. Ask ONLY remaining mandatory fields ONE AT A TIME 6. If user mentioned optional field values — include them too, never ignore NEVER re-ask fields the user already provided. FIELD ASKING RULES (apply regardless of service type): - TEXT fields: ask conversationally, like a human colleague - SELECTION fields: show ALL available options as a clean numbered list - DATE fields: ask in DD-MM-YYYY format, give today as example - NUMERIC fields: ask clearly, mention currency/unit if context suggests it - FILE fields: SKIP — never use submitFieldAnswer for files - Fields with defaultValue: say "This defaults to '[value]' — want to keep or change? 😊" After each answer: call submitFieldAnswer immediately. Follow status codes from submitFieldAnswer exactly. After all mandatory fields: ask "Is there anything else you'd like to add? 😊" Only collect optional fields if user specifically mentions matching info. TONE: Warm, friendly, encouraging. Make it feel like talking to a helpful colleague.
Submits multiple field answers at once during an active form session. This tool allows batch submission of answers for fields collected via startFormSession. The backend will process all answers sequentially and handle dependent fields, AJAX rules, and field un-hiding automatically. Parameters: - sessionId: The session ID returned from startFormSession - answers: A flat key-value map where key = fieldName and value = user answer Important Notes: - For SELECTION fields, values must exactly match one of the options provided in the session. - For array fields (e.g. Menu_key), pass value as JSON string array like: ["Tab1", "Tab2"] - Only call this tool with fields that were returned in fieldsToCollect. - After calling, check the status in response: * CONTINUE → More fields remaining (use remainingFields) * READY_TO_SUBMIT → All fields collected, ask user for final confirmation Always show the user what will be submitted before calling this tool.
Submits the user's answer for one field at a time in the active form session. Works for any service type — the fields are dynamic based on the record type. Call after EVERY field answer — both main form fields AND sub-record fields. NEVER use for FILE fields — use createInstance instead. STATUS CODES — EXACT BEHAVIOR FOR EACH: CONTINUE → More fields remain. Ask for nextField shown in response. → Keep the energy going: "Got it! 👍 Moving on..." FIELD_UNLOCKED → A previously hidden field became visible based on the user's answer. → Ask for each field in newFields immediately. → Say: "Based on that answer, I need one more detail:" READY_TO_SUBMIT → All mandatory fields collected. → Show a beautiful, readable summary of ALL collected values. → Use displayName labels — never raw field names. → Check pendingFileFields[]: If present → "Almost there! Please upload: [field names] 📎 — this is required." If absent → "Everything looks good! Got a document to attach? 📎 (optional — or say skip)" → Wait for user confirmation before submitting. SUBJOB_CONTINUE → Currently collecting sub-record fields. Ask for nextField. SUBJOB_FIELD_UNLOCKED → Hidden sub-record field appeared. Ask for each in newFields. SUBJOB_INSTANCE_COMPLETE → One sub-record saved successfully ✅ → Ask: "Sub-record added! Would you like to add another?" → If yes: call submitFieldAnswer with isSubJobField=true for first field. → If no: call createInstanceForJobType. SUBJOB_NO_MANDATORY_FIELDS → No required fields for this sub-record section. → Ask: "No required fields here. Would you like to add optional details? 😊" → If yes: collect optionalFields with isSubJobField=true. → If no: call createInstanceForJobType. FIELD NAME RULE — CRITICAL: Always use the EXACT field name from fieldsToCollect[].name. Field names are dynamic and service-specific — may contain spaces. Use exactly what the server returns — never modify or guess field names. NEVER batch multiple answers in one call — strictly one field at a time. NEVER call this for FILE fields.
This tool allows the user to securely terminate or log out of their current session. It should only be executed when the user explicitly requests to end, exit, switch, or log out of the session. Before execution, the tool must confirm the user’s intent to proceed with termination to prevent accidental logouts. Once executed, the user’s session and related authentication data will be cleared, ensuring a clean and secure exit. IMPORTANT: When this tool is executed successfully it MUST return this EXACT text string: "Termination tool has been called successfully"
Updates an existing record of any service type. Supports two update types: updating field values, or changing workflow status. ════════════════ UPDATE TYPE: FIELDS ════════════════ Updates specific field values. Works for any service type. ALWAYS call startEditSession FIRST — never update fields without loading the record. Parameters: - instanceId: from startEditSession response - updateType: "FIELDS" - fieldsToUpdate: FLAT object with ONLY the changed fields Keys = EXACT field names from editableFields[].name (dynamic, service-specific) Values = new values as strings Example: {"[Exact Field Name]": "new value", "[Another Field]": "new value"} - Field names are service-specific — use exactly what startEditSession returned - NEVER include unchanged fields - NEVER nest inside another object DATE / TIME VALUE FORMAT — CRITICAL: Always provide date and time values in IST (India Standard Time) in human-readable form. The system converts them to UTC automatically. - Date fields → "YYYY-MM-DD" (e.g. "2026-08-03") - Time fields → "HH:MM" 24-hour IST (e.g. "18:00" for 6 PM IST) - DateTime → "YYYY-MM-DD HH:MM" (e.g. "2026-08-03 18:00") NEVER send ISO UTC strings (e.g. "2026-08-03T18:00:00Z") — they bypass IST conversion and will save the wrong time. If user says "6 PM", send "18:00". If user says "tomorrow", resolve the date and send "YYYY-MM-DD". When a booking/record has BOTH a Date field and a Time field, update BOTH when the user changes date or time. FLOW FOR FIELD UPDATE: 1. User says "edit/update record X" 2. getJobInstancesByName → get instanceId 3. startEditSession(instanceId) → show current values 4. User confirms what to change 5. updateRecord(instanceId, FIELDS, {only changed fields}) 6. Show confirmation ════════════════ UPDATE TYPE: STATUS ════════════════ Moves a record to a new workflow stage. Only use when requiresForm=false. If requiresForm=true → use the form path instead. Parameters: - instanceId: the record ID - updateType: "STATUS" - targetWorkflowSequenceNo: from Next_Job_Statuses[].sequenceNo FLOW FOR STATUS UPDATE: 1. getJobInstanceById → see Next_Job_Statuses 2. User picks a stage 3. Check requiresForm: false → updateRecord(STATUS, targetWorkflowSequenceNo) true → getJobTypeById → startFormSession → createInstanceForJobType (auto-moves status) NEVER call updateRecord(STATUS) in the true path AFTER SUCCESS (both types): Show a clear confirmation of what changed and the current state. Add a helpful tip about what the new status/values mean.
Creates a new workflow for a job type. Use when a job type has NO existing workflow. Always call getWorkflow first to confirm no workflow exists. Each step must include: sequenceNo : integer — position in workflow primaryStatus : string — top-level status group secondaryStatus : string — sub-status label nextWorkflowSteps : array of integers — valid transitions isInitialStatus : boolean — true for entry point step only isTerminationStatus : boolean — true for final/closed steps isPendingStatus : boolean — true for awaiting-action steps isHidden : boolean — true to hide from UI followupRole : string — "" if none apiOnStatusChange : string — "" if none jobStatusRule : string — "" if none fieldsForGroupingTotal : string — "" if none emailTemplateIds : array — [] if none attachmentEmailTemplateIds : array — [] if none subJobTypeIds : array of strings — [] if none taskActionTemplateIds : array — [] if none roles : array of full Role objects — [] if none RULES: - Exactly ONE step must have isInitialStatus: true - Terminal steps must have isTerminationStatus: true and nextWorkflowSteps: [] - sequenceNo must be unique integers - nextWorkflowSteps must reference valid sequenceNo values in the same workflow - Boolean fields: true/false/null only — never strings - Always confirm full step summary with user before calling
Updates the workflow steps for a job type. Reads the current workflow for the given jobTypeId, replaces its steps with stepsUpdate, then saves the full workflow. WorkflowStep field types — must match exactly: sequenceNo : int — integer, never a string nextWorkflowSteps : Set<Integer> — array of integers e.g. [2, 3] subJobTypeIds : Set<String> — array of strings or null attachmentEmailTemplateIds : Set<String> — array of strings or null taskActionTemplateIds : Set<String> — array of strings or null isInitialStatus : Boolean — true | false | null only isPendingStatus : Boolean — true | false | null only isTerminationStatus : Boolean — true | false | null only isHidden : Boolean — true | false | null only roles (step-level) : List<Role> — full Role objects or null or [] {id, name, description, properties, scope, routerUrl} NEVER bare ID strings emailTemplates : List<{templateInstanceId}> or null or [] JobWorkflowType top-level: roles : List<String> — plain role ID strings or null isVisibleInDashboard : Boolean or null lockStatusSequenceNo / unlockStatusSequenceNo : Integer or null FLOW: 1. Call getJobInstanceById to read the current workflow and steps 2. Apply the changes in memory 3. Show before/after summary and confirm with the user 4. Call workflowUpdate with the COMPLETE updated steps array 5. Confirm success CRITICAL RULES: - Send the COMPLETE steps array — partial array deletes the missing steps - sequenceNo : integer, never a string - nextWorkflowSteps : array of integers, never strings - Boolean flags : true | false | null — never "true" / "false" / 1 / 0 - Step roles : full Role objects — never bare ID strings - Only one step should have isInitialStatus: true - When removing a step, remove its sequenceNo from all other steps' nextWorkflowSteps
How do I improve a ChatGPT Plugin's discoverability?
The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata, and registry health. Which lever matters depends on where discovery breaks, which is what continuous measurement shows.
What are Insurance GPT alternatives on ChatGPT?
As of 2026-09-28, Insurance GPT competes with AirHelp, Pipeline Claims, Vaatun, Vectoryx - Claim management in ChatGPT Insurance & Claims Operations, ranked by public Discoverability Score.
Where is this profile measured?
This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.