Rivac LabsVertical AI Feasibility & Build Scoping
Committing budget to a custom AI build in a regulated or capital-intensive industry is a real risk if nobody has stress-tested whether the idea is actually feasible given your data, your compliance constraints, and your timeline. This service is a rapid, focused assessment of a specific vertical AI use case — checking data availability and quality, regulatory exposure, technical feasibility, and realistic cost and timeline — before you commit to a full build. It's for leadership teams in fintech, healthcare, real estate, manufacturing, or any regulated vertical who have an AI idea worth testing but no interest in discovering it isn't feasible six months and a large invoice into a build. The output is a clear go/no-go recommendation backed by evidence, not an incentive to keep selling you a project. It's the fastest, lowest-risk way to know whether a vertical AI idea deserves the investment before making it.
How We’d Approach This
A clear, staged plan — not a black box
- 1
Diagnose the proposed use case against your actual data, systems, and regulatory constraints in focused stakeholder sessions.
- 2
Run a narrow technical spike against a real data sample to test the riskiest assumption before scoping the full build.
- 3
Review findings openly, including a clear no-go recommendation if the evidence points that way.
- 4
Deliver a scoped build plan and cost estimate only for the use cases the evidence actually supports.
What You Get
Deliverables from this engagement
- Feasibility assessment report with a clear go/no-go recommendation
- Data-readiness and regulatory-exposure findings
- Technical spike results against a real data sample
- Scoped build plan and cost/timeline estimate for viable use cases
- Risk register covering data, compliance, and technical unknowns
Six Ways We Could Architect This
Different engagement, different build — pick the shape that fits
There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.
Ready to get started?
Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start — scoped small enough to prove itself before you commit to anything bigger.
Talk to us about Vertical AI Feasibility & Build ScopingMost engagements like this start as a $500–$2,500 pilot — see full pricing.