Our Approach

Diligence-grade depth.
A fraction of the timeline.

We combine principal-led consulting rigor with a proprietary research infrastructure built on Anthropic's Claude, delivering work that traditional firms take months to complete in weeks.

Our Partnership with Claude

Research infrastructure that lets us move faster without cutting corners

We've built our entire research and analysis infrastructure on Anthropic's Claude, the leading enterprise AI platform. This isn't about replacing judgment with automation. It's about expanding what a principal-led team can cover, screen, and analyze, without sacrificing the depth that diligence demands.

Traditional firms staff engagements with junior teams who spend weeks gathering data before a senior partner ever looks at it. We eliminate that lag entirely. Every workstream is principal-led from day one, with Claude handling the scale.

Traditional Firm

Partners

Directors

Managers

Associates

Analysts

8-12 weeks. Junior-heavy.
Partner reviews at the end.

Devinci Partners

Principal

Expert Network

Claude

3-4 weeks. Principal-led.
Claude handles the scale.

3-4 weeksTypical engagement delivery. Traditional firms quote 8-12.

10x coverageWe screen hundreds of targets, sites, or data points where traditional teams screen dozens. More coverage means fewer blind spots.

40+ interviewsPer engagement. The human judgment layer doesn't change. We talk to the same operators, executives, and domain experts that any top-tier firm would.

Principal-ledDev Devnani on every workstream. No delegation to junior analysts you've never met.

The result is diligence that's wider in coverage, faster in delivery, and identical in rigor to what you'd get from a traditional firm, at a fraction of the cost and timeline. Claude handles the research infrastructure. We handle the judgment.

Engagement Structure

How Engagements Work

Project-based, not retainer. Every engagement has a defined scope, timeline, and set of deliverables agreed upfront. No open-ended billing, no scope creep.

The Process

Scoping Call

We define the question, the scope, and the deliverables. Most engagements are scoped in a single call.

Kickoff & Research Design

We build the screening framework, interview guide, and analytical structure. You see the research plan before we execute.

Interim Checkpoint

Midpoint read-out with preliminary findings. Course-correct before the final push. No surprises at delivery.

Final Delivery

Complete deliverable package: screening registry, market model, competitive landscape, interview synthesis, and recommendation memo. Presentation-ready for your IC or board.

Typical Engagement Profiles

Commercial Due Diligence

3-4 weeks

Market sizing, competitive dynamics, technology assessment, customer and channel validation. 25-40+ expert interviews. Delivered as a diligence memo with supporting exhibits.

Market Screening & Target Identification

3-6 weeks

Universe mapping, quantitative scoring framework, structured shortlist with rationale. Delivered as an interactive screening registry and summary memo.

GTM Strategy & Execution

4-8 weeks

Market entry strategy, channel architecture, messaging framework, outbound system build, pipeline development. Delivered as a strategy document plus live pipeline.

What You Receive

Every engagement includes

✓A named deliverable (memo, registry, model, or strategy document)
✓All supporting data, exhibits, and interview notes
✓A final presentation walkthrough
✓30 days of follow-up access for questions

Diligence-grade depth.A fraction of the timeline.