AI Opportunity Audit
Leaders who need a clear first step.
- Workflow map, value hypothesis, risk notes, pilot recommendation.
- Decision workshop and written audit summary.
Engagement model
Engagement Model
Choose the right path: audit, pilot, dedicated pod, managed operations, product partnership, or build-operate-transfer.
Fixed-scope Pilot Sprint
Teams validating one high-value workflow.
- Pilot app/workflow, metrics plan, rollout recommendation.
- Weekly demos, acceptance criteria, risk review.
Dedicated AI/Product Pod
Companies needing sustained build capacity.
- Product roadmap execution, architecture, QA, releases.
- Sprint cadence, backlog, quality gates.
Build-Operate-Transfer
Organizations building internal capability.
- Platform, documentation, handover, enablement.
- Joint operations, runbooks, transfer criteria.
Managed AI Operations
Live AI systems requiring support and improvement.
- Monitoring, incidents, model/workflow review, enhancements.
- SLA rhythm, reporting, access reviews.
Product Engineering Partnership
Startups and growth companies building digital products.
- Discovery, MVP, product roadmap, cloud operations.
- Outcome roadmap, release reviews, product analytics.