Service · Build

Claude Workflow Implementation.

Airclerk builds governed Claude workflows that connect to real systems, documents and teams — designed for regulated operating environments, sized for production.

01 / What we build

Production-grade Claude workflows.

Not chatbots. Workflow software with Claude at the centre — designed so the model does the judgement work and the platform handles state, evidence and control.

  • Claude-powered workflows with explicit state and handoffs
  • MCP servers and custom Claude tools
  • Document ingestion, parsing and analysis
  • Human approval flows and review queues
  • Audit logs and evidence capture
  • Permission-aware data access
  • Evaluation and monitoring frameworks
02 / Example workflows

Patterns we've built before.

Most insurance work clusters around document-heavy review and triage. These are the shapes we know.

PATTERN-01

Underwriting document review

Submission packs, prior policies, claims history, missing-information detection, evidence-based recommendations.

PATTERN-02

Claims file summarisation

Chronology, key issues, outstanding actions, evidence and citations across large claims files.

PATTERN-03

Renewal pack comparison

Compare current and prior year, identify changes, draft broker follow-up, track renewal state.

PATTERN-04

Broker inbox triage

Classify shared-mailbox traffic, detect urgency, flag missing documents, draft responses.

PATTERN-05

Policy wording comparison

Compare versions, identify exclusions, changes and coverage differences with evidence.

PATTERN-06

Internal knowledge assistant

Permission-aware search across policies, procedures and documentation with citations.

03 / How we work

An implementation discipline, not a demo.

01

Start from a readiness sprint or a defined workflow.

We don't start with an open whiteboard. The first workflow is chosen on evidence.

02

Scope tightly.

One workflow at production quality beats five demos that never ship.

03

Build around existing systems.

Document repositories, CRMs and core platforms stay the systems of record. Claude becomes the interface.

04

Design governance from day one.

Audit, approval and evaluation patterns are part of the architecture — not a later phase.

05

Avoid unnecessary new UI.

Where Claude itself can be the workbench, we let it. Custom UI only where it actually earns its place.

Recommended starting point

Readiness Sprint first.

Every implementation engagement starts from a clear plan. Most clients begin with the fixed-price Readiness Sprint.

View the sprint