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Use Cases

Real apps InsightWorker handles end-to-end. Click any category for a deep dive.

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Same agent core, different domains. Pick the closest fit and see the full app.

QA Automation

BugHunter Pro

Explore frontend and backend code, generate Playwright tests, run them in Chromium, fix application bugs, and re-test until the suite passes.

PlaywrightChromiumbug fixingQA automation
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DevOps & SRE

L1 Incident Triage

An on-call autopilot for the first 15 minutes — acknowledge, gather signal, run the runbook, escalate cleanly.

PagerDutyGrafanarunbookslogs
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Migration

AWS → OCI Migration (DAGs · Stored Procs · DDLs)

Translate Airflow + Redshift to Oracle ADW + OCI Object Storage with mapping rules and a change report.

AirflowRedshiftOracle ADWOCI
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Data Validation

Data & Stored Procedure Validation

Verify that data and logic survived a migration — row counts, hashes, business rules, and SP outputs.

validationstored proceduresOracleExcel reporting
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Data Warehouse Optimization

Slow Query Diagnosis & Rewrite

Analyze expensive SQL queries, execution plans, joins, partitions, clustering, and scanned bytes to suggest safer rewrites.

SQLquery plansSnowflakeBigQueryRedshift
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DAG Troubleshooting

DAG Troubleshooting

Trigger or inspect a DAG run, walk the task tree, and surface the root cause from logs.

Airflowlogsroot causeincident
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Insurance — Underwriting

Executive One-Pager from Submission Documents

Turn a multi-document broker submission into a single underwriter-ready briefing in minutes.

OutlookOCRExcel SOVpolicy intake
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Insurance — Claims

Claims File Prep & Triage

Build a complete claims file from inbound documents, validate against policy, and route to the right adjuster.

FNOLOCRpolicyclaims routing
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Document Operations

OCR, Extract, Excel & PowerPoint

Take piles of scanned documents and turn them into structured data + reportable deliverables.

OCRExcelPowerPointscanning
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Document Operations

Document Analyzer — Q&A & Summaries

Ask questions about any document or get intelligent summaries — supports PDFs, Word, Excel, images from local files, S3, OCI, SharePoint, or URLs.

document analysisQ&AsummariesOCRmultiple sources
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Talent & Hiring

Resume Analyzer — Match & Improve

Upload a resume and paste a job description — get scored alignment on skills, experience, domain fit, and certifications plus concrete improvement suggestions.

resumejob descriptionscoringhiring
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Email Operations

Learn Your Email Style, Auto-Draft Replies

Read past sent emails, learn tone & structure, save as a reusable style guide, then draft replies in your voice.

Outlookemail draftingstyle guideplaybooks
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ML Model Creation

Schema → Features → Trained Notebook

Go from a question to a baseline model — feature engineering, training, evaluation, and a deploy notebook.

MLnotebooksfeaturesbaseline
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Code & Repo Hygiene

Branch Reviews, Doc Generation, Cleanup PRs

Keep repositories clean — review branches, generate missing docs, clean up stale flags and TODOs.

gitcode reviewdocsfeature flags
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Code & Repo Hygiene

API Documentation Generator

Scan a GitHub repo or pasted Python code (FastAPI/Flask) and generate Word + Markdown API docs — endpoints, parameters, and models.

FastAPIFlaskMarkdownWordstatic analysis
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Product Management

PM Agent — Daily JIRA Sprint Digest

An always-on PM that pulls today's sprint state from JIRA, classifies tickets, and emails a clean HTML digest to the team at 6 PM — every weekday.

JIRAschedulingemail digestscron
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Insurance — Property

Location Schedule (SOV) Prep

Turn a broker's messy Statement of Values into a clean, geocoded, rating-engine-ready Excel — addresses verified, construction codes normalized, every cell auditable.

SOVgeocodingExcelconstruction codesunderwriting
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Insurance — CAT Modeling

CAT Modeling — Input Prep & Result Roll-Up

Wraps the licensed CAT modeling software (RMS, AIR, KCC, Cotality) — InsightWorker preps the input Excel, you run the model offline, then InsightWorker ingests the result export and produces the rate-adequacy memo and committee deck.

CAT modelingRMSAIRCotalityOEP/AEPExcel
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Insurance — Underwriting

Submission Triage from SharePoint

Watch your underwriting SharePoint site, detect new submission folders the moment they land, and ship the exec one-pager + a flagged-issues list to the right underwriter — before they even check email.

SharePointMicrosoft 365OCRschedulinginsurance underwriting
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Insurance — Underwriting Ops

Stale Submission Radar

A daily 6 AM scan that finds submission folders without underwriter activity for 7+ days, emails the team lead a clean list with SharePoint links, and optionally drafts a 'still considering' broker reply for human review.

SharePointschedulingunderwriting opsbroker relationships
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Insurance — Underwriting Ops

SOV Revision Diff

Brokers send V2 (and V3, and V4) of the Statement of Values mid-quote. InsightWorker watches the submission folder, diffs the new SOV against the prior version row-by-row, and emails the underwriter exactly what changed.

SharePointExcel diffSOVunderwriting opscompliance
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Insurance — Renewals

Renewal Radar

Find every bound policy hitting 11 months old, pull last-year's submission docs, rebuild a renewal brief, and queue the lot in a tracking Excel emailed to the renewal desk every Monday.

SharePointrenewalsschedulingExcel pipeline
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Insurance — Underwriting Ops

Submission Completeness Check

Every new submission folder gets verified against the carrier's intake checklist — policy, SOV, 5 years of loss runs, broker email, prior carrier docs. Missing items trigger a polite 'still need X, Y' reply for the underwriter to send.

SharePointplaybooksintake checklistbroker app
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Insurance — Underwriting

Submission Q&A — Chat with Your SharePoint

Underwriters and brokers ask questions about your submission corpus in natural language — InsightWorker walks the SharePoint site, opens the right docs, and answers with citations back to the source files.

SharePointnatural languageQ&Acitationsunderwriting
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Insurance — Risk Intelligence

Prediction-Market Signals for Insurance

Plug Polymarket and similar prediction markets into your underwriting, reserving, and capacity decisions — daily probability snapshots, news-driven explanations of every meaningful move, and alerts only when a tracked market diverges from your internal model.

PolymarketPerplexityunderwriting intelschedulingalerts
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Market Intelligence

Company Watch — Hourly Perplexity Alerts

Monitor a company, market, or theme on the live web. The agent runs Perplexity Sonar every hour, filters for material updates, and sends an alert email only when something matters.

Perplexityschedulingalert emailscompetitive intel
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Data Streaming — Confluent Kafka

Kafka Platform Daily Health Digest

A weekday 7 AM brief that tells the platform team what to look at — stale topics, lagging consumers, drifted connectors — pulled from Confluent Cloud + Datadog, synthesized by Bedrock, delivered as one email.

Confluent CloudKafkaDatadogBedrockschedulingplatform ops
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Data Streaming — Confluent Kafka

Kafka Incident Triage from Datadog Alerts

When Datadog pages your on-call at 3 AM for a consumer-lag spike, InsightWorker pulls the Kafka context, recent rebalances, related connector failures, and recent schema changes — and ships a triage summary before the engineer finishes their first coffee.

Confluent CloudDatadogincident responseSREon-call
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Data Streaming — Confluent Kafka

Schema Evolution & Compliance Audit

Weekly diff of your Confluent Schema Registry — every new version, every breaking-change candidate, every subject without compatibility set, cross-referenced against the consumer groups still on prior versions. Governance teams get the audit trail, platform teams get early warning.

Confluent CloudSchema Registrygovernancecompliancescheduling
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Data Validation

Data Quality Reporter

Point at a Parquet/CSV file in S3 or on disk and get a prioritized data-quality report — null-rate per column, rule exceptions (emails, phones, ranges), and a remediation summary sheet — without writing the Pandas yourself.

ParquetS3Pandasdata quality
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Data Warehouse Optimization

Stored Procedure Automation

Turn legacy stored procedures into reviewed, documented, and migration-ready artifacts — with a change report a DBA can sign off on in minutes, not days.

PL/SQLStored procsDDLmigration
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Data Warehouse Optimization

Database Health Analyzer

Perform comprehensive health checks on PostgreSQL, MySQL, and Oracle databases — analyze table sizes, index usage, slow queries, and cache hit ratios with actionable recommendations.

PostgreSQLMySQLOracleperformancemonitoring
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Customer Success

Customer Onboarding Checklist

Automate your customer onboarding workflow — create JIRA tickets, send personalized welcome emails, generate tracking sheets, and log audit trails.

JIRAEmailExcelautomationonboarding
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Interview Question Generation

Interview Question Generator

Generate structured, role-specific interview questions with difficulty levels, expected answers, and Excel scoring templates for consistent hiring evaluation.

interviewshiringExcelassessmentautomation
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Talent & Hiring

Interview Feedback Collector

Collect resume + raw interview feedback, extract strengths and gaps, compare against the job description, and generate a 14-day plan for the next interview — exported to Excel and Word.

resumefeedbackgap analysisExcelWord
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Ask My Data

Ask My Data

Query Databricks insurance data using plain English — no SQL knowledge required. Get instant answers with clear results and the generated SQL for transparency.

DatabricksSQLnatural languageanalyticsself-service
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DevOps & SRE

Operational Autonomy Levels

Progressive AI automation for infrastructure — from read-only visibility to policy-aware self-healing, with governance, approval gates, and audit trails at every level.

LinuxKubernetesCloud APIspolicy engineself-healing
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