Applied AI for operators who own the number

The plan was never the problem. Building it was.

Drivingseat builds the working systems that move a mid-market company's numbers.

Cash freed · Cost out · Margin up

No pyramid. No deck. We stay on the hook. Built and owned, not advised.

Three things we do — at best.
We don't pretend to do the rest.

Not a catalog. Operator judgment, offered three ways.

Move the number

You know the number that needs to move — cash trapped in the cycle, cost that won't come down, margin that won't expand. We build the system that moves it and hand it to your team. Not advice — a working fix, in weeks, that you keep.

Proof

Grew a Fortune-10 healthcare-distribution account from $3M to $27M ARR in three years; a compliance-adjudicator AI prototype built end to end in a single sprint.

Prove the number

You report numbers you're not fully sure will hold — to your board, to a buyer, to yourself. We build the connected, single-source reporting that makes them defensible, so you're never caught. The number you can stand behind.

Proof

Stood up a production AI-OCR program for a global electrical-distribution leader — unstructured field receipts into a clean analytics database, an 80%+ efficiency gain in the reconciliation cycle.

Make it stick

Most fixes die on a shelf — built, then abandoned. We build the fix so your team actually uses it and you're proud to show it upstairs — board-worthy to look at, and yours to keep. It sticks because it was built to.

Proof

Owned the full change motion on an enterprise AI program — readiness, adoption, and measurement, not just the technology; won a skeptical stakeholder group over an active trust deficit with a working prototype that became the engagement.

What Moves It

You know where it hurts. Point at it — we'll show you what we'd build.

Not a diagnosis — you don't need one. Point at the number you already feel, under the three things we do, and see what we'd build, how far it moves, and the honest answer — including when it's no. The figure it's costing is yours on the call.

Point at your leak Free · No form · The read is honest, including when it's a no.
Operator teardowns

The diagnosis behind the engine.

Published by the operator who builds it — read the field teardowns on rahulkanda.com

Value Creation

Digital transformation is the word. Buy low, sell high is the job.

'Transformation' isn't a plan — it's an open-ended container someone gets paid to fill. Strip the word and two numbers are left standing: the cost to operate, and the multiple at exit. Everything billed in between is the leak.

Read the teardown
Value Creation

Half your AI bill is a decision tree you replaced with a reasoning loop

Agents genuinely win where hardcoded logic shatters — the messy, ambiguous, human edge. Everywhere else they're a GPU rediscovering what a decision tree already knew. The whole game is the line between the two — and only someone who's built both sides can draw it.

Read the teardown
See & Control

Your value-creation plan doesn't fail at the end. It dies in three places.

It doesn't fail where the post-mortem looks. It dies upstream — in the data that won't agree, the before-and-after no one owns, and the priorities nothing anchors. The deck is just the last domino to fall.

Read the teardown
See & Control

Your AI isn't failing. Your data was never ready for it.

Every stalled AI pilot blames the model. The real reason sits one layer down: the data the agent was supposed to reason over is scattered, unlabeled, and contradicts itself. Get that layer right and the 'AI problem' mostly disappears.

Read the teardown
Operating Model

The strategy was right. Nobody could build it.

A top firm just told every PE owner the AI moat is proprietary intelligence — data, encoded workflows, evals that never stop. They're right. The gap is that naming the moat and building it are two different jobs, and only one of them is for sale.

Read the teardown
Operating Model

You paid for the partner. You got the associate.

It isn't a bait-and-switch — it's the business model. The gap between the name that sold the work and the hands that do it is the tax you've been paying, and AI just made it optional.

Read the teardown
Integrate & Scale

The 100-day plan that quietly stopped on day 30

The value-creation case was sharp on close day. Then the deck got filed, ownership blurred, and the synergies became something everyone assumed someone else was tracking.

Read the teardown
Cut Cost

The spend nobody owns, scattered across a dozen approvals

Roll up five companies and you inherit five of every vendor, none of the leverage, and a spend base no single person can see end to end.

Read the teardown
See & Control

Why closing the books still eats two weeks every month

Actuals arrive late because the close is a manual relay of exports, mappings, and one controller's memory. By the time the numbers are final, the month they describe is already gone.

Read the teardown
Grow Revenue

The margin you're discounting away without ever deciding to

Every rep has discount authority and no one has price discipline. The leak never shows up as a decision — it shows up as a number that drifts down a point a quarter.

Read the teardown
Grow Revenue

Your best reps are running the business out of spreadsheets

The growth engine lives in their heads and their tabs. When they leave, the pipeline leaves — and you can't scale a motion you can't see.

Read the teardown
Integrate & Scale

Systems that don't talk, and the headcount that quietly absorbs it

Every bolt-on adds another disconnected stack — and a few more people whose real job is to be the integration layer.

Read the teardown
See & Control

Why your forecast is a guess, and why another dashboard won't fix it

Every quarter a war room rebuilds the number by hand from systems that disagree. The problem was never visualization.

Read the teardown
Free Cash

The cash you've already earned, sitting on someone else's balance sheet

Collections are ad hoc, DSO is high, and the working capital you're owed is funding your customers instead of your portfolio.

Read the teardown
Cut Cost

The reporting tax hiding in your field-ops CRM

Reps swivel-chair between three systems to log a single job. The forecast is a guess. None of it is a discipline problem — it's a design one.

Read the teardown

The AI plays reshaping operational value creation — what's actually working on the ground across the mid-market, from PE-backed operators to healthcare and beyond, before it's table stakes. No pitch.

A Vow to Start. A Wow to Finish.

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