StakeInsights Consulting studio · deep tech

A consulting studio with deep-tech capability

Showing is pretty. Doing gets you the return.

We build decision aids for the CFO, sales head, COO, CHRO, board and investors, with agents inside them. They watch the numbers that matter, chase the person who owns the problem, and follow up until it's closed.

A dashboard tells you North is short. An agent tells the regional manager which fourteen customers to call — and checks tomorrow whether they paid.

Meridian Lubricants Ltd Tuesday 30 Sep · 06:00–11:00
  1. 06:05Data watch29 Sep sales register missing — asked the ERP owner, rechecked at 11:00Loaded 11:02Closed
  2. 07:30MSME dues11 vendors past 45 days — payment list of ₹2.14 Cr drafted for PayablesOldest bill 71 daysTo approve
  3. 09:15CollectionsNorth ₹6.8 Cr short — 14 overdue customers ranked for the regional managerBy amount and days overdueSent
  4. 09:40Credit3 accounts over limit — orders held before dispatchRelease needs credit sign-offHeld
  5. 10:00ReportsDaily sales report to 30 salespeople and 6 regional managers0 bouncedDone
  6. 10:30Follow-upYesterday's West list — 6 of 9 customers paid ₹1.9 Cr; 3 escalatedLoop closed on the same listClosed
23actions today
17closed by the owner
₹11.2 Crcollected after a chase, month to date

Demo company and figures. Every action links back to the figure that triggered it.

Who we are

Consulting judgment where it matters. Deterministic systems where the maths matters.

We're not software on top of a spreadsheet. Every decision aid is built in the same order, and the order is the point.

01

Experts define the logic

People who've run finance, sales and plants decide what a number means for your business — which customers count, what the covenant really measures.

DSO = receivables ÷ revenue × 91, on the ageing your auditors accept
02

Code computes the answer

Deterministic, tested code produces every figure and re-runs it on each data drop. The same inputs always give the same number.

61 days · traced to 997 customer balances
03

AI explains the trace

AI reads the result, says what changed and flags what needs a decision. It never computes a figure itself.

Cash — receivable days up to 61; ₹14.3 Cr more tied up

For investors and lenders

The same desks, rolled up for the people who own the outcome.

Twenty years in private equity taught us what a portfolio review actually needs: plan, cash, covenants — and where the return will come from. So we built a desk for it.

+2.3 ptsROE from four fixes the operating desks already found
₹31.8 Crworking capital released to repay debt
₹207 Crmore equity value at exit — 48% of it from re-rating

Meridian Lubricants, a fictional company. Illustrative figures, worked through on the investor desk.

Traceable by design

An agent is only as good as the number it acts on.

So every figure opens to what it means, how it was calculated, the query behind it and the source file it came from. Your auditors can check it. So can the agent's owner.

Meridian Lubricants Ltd CFO desk · Q2 FY27
Demo company

Click any figure to see its definition, formula, query and source — the way every number in our systems works.

What sits under every screen

From your ERP to a decision, without a spreadsheet in between.

The screens are the visible part. The value is in the four steps underneath, which run on their own several times a day.

Step 1

Connect

Your ERP's report exports, bank statements and planning sheets are pulled automatically — no one emails a file.

Sales_Register_20260930.xlsx
→ picked up 14:09 IST
Step 2

Verify

New drops are checked against what's already loaded, reconciled, and staged for sign-off where the numbers need a human eye. Any load can be reverted.

4 changed · 8 already current
0 schema changes
Step 3

Decide

Each desk reads from the same reconciled numbers. Every figure opens to its formula, query and source.

Gross margin 21.4%
✓ traced to 1,204 ledger lines
Step 4

Act

Agents raise alerts to the person who owns the problem, and scheduled reports go out without anyone pressing send.

1 breach → Payables
30 reports sent at 10:00

From showing to doing

Dashboards describe the problem. Agents chase it.

Each agent watches one thing that matters, and hands it to the person who owns it — with the working attached.

Routed to an owner, not a channelPayables issues reach payables. Finance heads and admins see everything, with the responsible person named.
Quiet until it mattersNo duplicates. Alerts close themselves when the underlying number is fixed, and can be snoozed with a reason.
An audit trail by defaultWho raised it, who acknowledged it, and when it was resolved — recorded, not remembered.

Alerts · Meridian Lubricants

5 today · demo data

₹2.14 Cr owed to 11 MSME vendors past the 45-day limit

Deductible only once paid · oldest bill 71 days

BreachPayables

North region at 78% of September collections target

₹6.8 Cr short with 4 working days left

WatchSales · North

₹0.46 Cr of MSME dues fall due before the next payment run

Payment run closes 3 Oct

WatchPayables

Sales register for 29 Sep has not arrived from the ERP

Expected by 09:00 · next check 11:00

WatchData owner

Daily sales report sent to 30 salespeople and 6 regional managers

10:00 IST · 0 bounced

DoneAutomated
Illustrative figures for a fictional company.

Built to be trusted

Four rules we don't bend.

The AI never does the arithmetic.

Deterministic code computes every number. AI reads the result, explains it and flags what changed — it cannot invent a figure.

Every figure shows its working.

One click from any number to its definition, formula, query and source file. If an auditor asks, the answer is already on screen.

Bullets, not essays.

Leaders scan. Reads are short labelled bullets with the number up front, written the way a board pack should be.

Payables — ₹2.14 Cr past the MSME limit, 11 vendors

Your data stays yours.

A private database with no public endpoint, encrypted at rest, role-based access, rotating credentials and a full audit trail.

How we work with you

Consulting judgment up front. Product engineering behind it.

We start with the decision, not the dashboard — and we stay after launch.

01

Scope

Find the decision that matters and the smallest system that moves it — including whether you need a custom build at all.

02

Build

Product-grade software on your real data from the first week, not a prototype on sample files.

03

Deploy

Running in your cloud and your workflow, owned by you, with your team's roles and permissions.

04

Operate

Monitoring, data refresh and new desks or agents as the questions change.

Who you'll work with

Investor judgment. Builder's hands.

We read businesses the way an investor does, and we build the systems ourselves.

Tushar SinhaCo-founder · 20 years in private equity

Tell us the decision you're trying to make.

We'll tell you the smallest system that moves it — and whether you need a custom build at all.