Engagement Model
Pilot one controlled workflow before enterprise rollout.
Deploy one bounded workflow to a defined user group in 4 to 6 weeks, then measure reviewer trust, time saved, source traceability, and whether expansion is justified.
Production-Grade from Day One
Most pilots fail because they ignore the deployment and security model required for production. We design the pilot around the same data boundary, access-control model, and review controls required for rollout.
Bounded Scope, Measurable Impact
We target a specific workflow for a specific team, such as compliance evidence checks for one practice or diligence review for one document class. Bounded scope makes review, measurement, and adoption clearer.
Human-in-the-Loop Validation
The pilot includes a custom React-based review interface. The AI extracts and analyzes the data, but human experts review, edit, and approve the outputs. This builds trust with the team and provides feedback data to tune the system.
The Handoff
At the end of the pilot, we provide usage evidence, reviewer feedback, time-saved estimates, audit logs where applicable, unresolved risks, and a clear recommendation on whether to expand.
FAQ
Frequently asked questions
How long does a pilot take?
Typically 4 to 6 weeks from kickoff to a deployed system being used by the pilot group, assuming data access and compliance approvals are cleared.
Can we transition the pilot to our internal engineering team?
Yes. We do not use proprietary low-code platforms. We deliver standard Python/Node/React codebases that your team can fully own and maintain.
Automate one urgent workflow.
Bring the workpaper, evidence review, gap analysis, ToD / ToE, diligence, verification, or ERP workflow where manual effort is already costing margin or delivery speed.