End-to-End Automation for an Insurance Program Management Operation

When your program volume grows faster than your headcount can, manual processes do not just slow you down. They become the ceiling. Insurance program management is a volume game. More programs mean more brokers to onboard, more due diligence to conduct, more audits to track, and more exceptions to log. For most firms, the answer for decades had been the same: hire more staff, build more spreadsheets, send more emails. For one program management firm, that answer had run its course. Their onboarding, due diligence, and audit operations ran entirely on disconnected manual processes. As program volume grew, so did the risk of something falling through the cracks. Leadership made the call: the firm needed infrastructure that could scale. They called BabyBots.

Strategic Impact

Our Approach

Discovery and Workflow Architecture

No workflow was built until the full scope was mapped. Sessions with the operations team established what the system needed to govern before architecture decisions were made, ensuring every subsequent phase connected to a coherent whole rather than a collection of isolated automations.

Broker Onboarding and Pre-Qualification

Every onboarding touchpoint that had lived in email threads and spreadsheets became a governed, trackable process. The workflow suite covered opportunity intake, scope questionnaires, risk assessment, and pre-qualification review from end to end.

Due Diligence and Audit Infrastructure

Nothing lived in an inbox or a personal drive after this phase. The full audit lifecycle, from pre-audit planning through final reporting, was built into a unified repository with scheduled workflows managing every stage automatically.

Exception and Change Management

Every override, modification, and edge case now has a defined path, a record, and an owner. Exception request and change log workflows replaced the email chains that had previously been the only record of decisions made outside standard process.

Training, Documentation, and Handover

The firm's team left the engagement able to operate and maintain the system without external support. Live training and user documentation were delivered throughout the build, not handed over at the end as an afterthought.

BabyBots Impact Assessment

The Impact

In eight weeks, the firm replaced a fragmented, manual program management process with infrastructure governing the full lifecycle from the first broker conversation to program runoff. Onboarding, due diligence, audit, exception handling, and change management all operate through a single connected system. What had required constant staff coordination now runs on governed workflows the team owns.

Prior to development, BabyBots conducted structured requirements sessions with the client's operations and engagement management teams to confirm the full artifact taxonomy, data flows between deliverables, and phase sequencing across the onboarding and audit stages.

Opportunity intake and update forms with broker resource center integration
Opportunity database and KPI reporting dashboard
Initial scope questionnaire, risk vs. reward analysis, allocation estimator, and program recommendation report
Project charter and account summary report
Due diligence waiver and full audit planning suite (calendar, schedule, agenda, waivers, data request list)
Audit fieldwork forms, consolidated fieldwork report, and final audit report
Central audit database linked to program database
Exception request form and exception log database
Change log form and change log database
Central program database holding full artifact history from opportunity to runoff
Live training sessions and on-request flow documentation

Project Journey

Project Timeline

Phase 1

Insurance Program Automation — Discovery & Requirements Alignment

Conducted kickoff sessions with the client team, mapped the full deliverables list across onboarding, audit, and ongoing program stages, and established the Power Automate development environment and documentation standards.

Phase 2

Insurance Program Automation — Onboarding Workflow Development

Built the opportunity intake and update forms, opportunity database, risk vs. reward analysis tool, allocation estimator, and potential program recommendation reporting — automating the full exploratory and pre-qualification phase of the onboarding process.

Phase 3

Insurance Program Automation — Audit Infrastructure Build

Developed the audit planning, scheduling, fieldwork, and reporting artifacts including audit calendar, due diligence and audit waivers, fieldwork forms, fieldwork report, and final audit report — all connected to the central audit database.

Phase 4

Insurance Program Automation — Business Operations & Exception Management

Implemented the exception request form and exception log database, change log form and database, and the central program database — establishing the ongoing operational infrastructure for tracking changes, exceptions, and full program history.

Phase 5

Insurance Program Automation — Training, QA & Handover

Delivered live walkthrough training sessions, completed QA validation across all flows and artifacts, and provided user-friendly documentation for each constructed flow and form upon client request.

Insurance / Operations Automation

Operations that depend on headcount cannot scale. Infrastructure can.

The firm's team left the engagement able to operate and maintain the system without external support. Live training and user documentation were delivered throughout the build, not handed over at the end as an afterthought.