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StakeInsights

AI Studio

We build the AI that does the work.

StakeInsights is an AI studio with consulting DNA. We design, build, and operate custom AI products and agents for finance and industry — engineered with the judgment of a top consulting firm, shipped like a product team.

Most firms hand you a slide. We ship the system.

Start a build See what we’ve shipped →

What we do

Three ways we put AI to work.

01

Custom AI Products

Bespoke intelligence products, deployed and owned by you. Connected financials, audit-grade drill-downs where every number traces to its source, and board-ready reporting — tailored to your industry’s data and language. Live today in oil & gas and lubricants; built to extend to any sector.

02

Custom AI Agents

Agents that run the workflow, not dashboards that describe it. Board packs, covenant monitoring, collections, reconciliation, variance analysis, equity-grade stakeholder reports — generated on demand, grounded in your live data, and fully traceable.

03

AI Enablement

Not every problem needs a custom build. Where an off-the-shelf model or plugin will do, we stand it up, govern it, and get your team to value fast — no over-engineering, no lock-in. Honest scoping is part of the service.

Industries

Deep where the numbers are hard.

We go deep in asset-heavy, regulated, thin-margin industries — where getting the number exactly right is the job.

  • 01 Oil & Gas
  • 02 Chemicals
  • 03 Financial Services
  • 04 Manufacturing

Approach

The studio model.

Consulting judgment at the front, product engineering behind it. Four steps, and we stay through the last one.

  1. 01

    Scope

    Expert-led diagnosis. We find the decision that matters and the smallest system that moves it.

  2. 02

    Build

    Product-grade engineering on your data — real software and agents, not a prototype.

  3. 03

    Deploy

    Shipped into your workflow, owned by you, integrated with your stack.

  4. 04

    Operate

    We keep it running and improving — monitoring, refresh, and new agents as needs grow.

Proof

Shipped, not slideware.

Custom AI Product · Oil & Gas
A listed lubricants distributor’s finance team went from stale audited statements to a live management view — MIS margins, collections vs target, DSO, peer benchmarking, and an auto-generated, equity-grade stakeholder report. Every figure traceable to the SQL that produced it.
Minutes From automated alert to averted covenant issue.
100% Every number traceable to its source.
Live In production across oil & gas today.

Team

Investor judgment. Builder’s hands.

Tushar Sinha

Co-Founder

20 years in private equity — an investor’s lens on performance, capital allocation, and value creation.

Co-Founder

Co-Founder

Details coming soon.

Co-Founder

Co-Founder

Details coming soon.

Talk to us

Let’s build something that does the work.

Tell us the decision you’re trying to make. We’ll tell you the smallest system that moves it — and whether you even need a custom build.

Email us