Operations
Make the business run better. We find where AI removes friction in how you operate, and build it into the workflow, not alongside it.
- Demand and supply planning
- Service and back-office automation
- Workflow redesigned around the floor
The operator’s AI firm · MEA + APAC
AI your business actually runs on
Most AI never reaches the floor. We turn frontier capability into operating leverage you can see on the P&L: margin, throughput, decision speed.
A free first conversation. No tooling pitch.
Why operators trust us
Fifteen years on the floor, six markets, one operator-led firm. The facts behind the work.
Experience
15yrs
Operating on the floor before the firm existed.
Reach
6markets
Across MEA and APAC: UAE, Saudi Arabia, Kenya, South Africa, Pakistan, India.
Who we answer to
Operator-led
The buyer is a CEO, COO or business-unit lead. Never CTO-led.
Track record
2022
Founded. Bootstrapped and founder-led ever since.
The problem
The gap was never the technology. It’s the translation
Your team can see the tools now. Demos are everywhere. The frontier is genuinely real.
The constraint is whether any of it lands in how your business operates. Most AI fails on adoption, not capability. Buy the platform, hope it sticks: that is the motion where the value quietly leaks away.
Translation is the work. It is also the thing almost nobody does.
Our approach
We were translation-first before we were AI-first
Translation is converting frontier capability into something your business can act on. It is the difference between a tool you bought and leverage you run on.
The order is the moat.
01
Start with the operating model
We begin with how the business runs, then ask what AI changes. Never the reverse.
02
The order is the moat
Outcome first, then who it is for, then the how. Collapse that order and the tool becomes the offer.
03
Tooling is evidence, never the offer
Our alliances are instruments. The offer is the operating leverage they produce.
The three capabilities
Three areas of depth, not a menu to shop
Intelligence
Turn data into decisions. We rebuild the path from raw data to the call a leader actually makes, so the business decides faster.
- Decision-grade data foundations
- Forecasting and scenario models
- Analytics your operators trust
Enablement
Make your people fluent. Adoption is where AI lives or dies. We embed the tools, habits and judgement so capability stays.
- Role-based AI fluency
- Operating habits and guardrails
- Capability that outlasts the engagement
Not a self-serve menu. The diagnostic decides where depth is worth it.
The Aidapt Method
Six stages. One doorway
Every engagement enters through a diagnostic, not a tool. The first stage is where translation happens, and where the work earns the right to the next.
The doorway01Translate
Convert frontier capability into the language of your operating model.
02Decide
Size the business case. Choose the two to four paths worth taking.
03Design
Shape the solution around the floor, not around the tool.
04Build
Build the capability with our alliance instruments.
05Embed
Put it into the workflow and the hands of your people.
06Evolve
Tune, extend and compound the leverage over time.
The ladder: three ways in
Start small. Commit when it is earned
Step 01
Impact Analysis
Free
A first conversation, not a pitch. We pressure-test where AI could move your P&L.
- A senior operator in the room
- An honest read on what is real
- No tooling sales motion
Where it gets realStep 02
The Aidapt Diagnostic
Fixed fee
We map your operating model, size the business case, and hand you two to four viable AI paths.
- Operating-model and data map
- A sized business case
- Two to four viable AI paths
- A decision, not a deck
Step 03
The Engagement
Priced to outcome
Outcome-named delivery: design, build, embed. We stay in the room until the leverage shows up.
- Senior thinking, not a bench of juniors
- Design, build and embed
- Priced to the outcome, not the hours
Case studies
We deliver senior thinking in the room, not in the deck
Operators across six industries in MEA and APAC. The case studies live with their industry.
Fit
We’re not for everyone. On purpose
Disqualifying is a form of respect. Here is who we do our best work with, and who we send elsewhere.
Work with us when
- You make, move or sell real things.
- An operator owns the outcome, not just IT.
- You want leverage on the P&L, not a pilot to point at.
- You are ready to change how the business runs.
Look elsewhere when
- You want the cheapest implementer.
- You are buying a tool and a logo to procure.
- You need board theatre: a pilot that never ships.
- Technology, not the business, owns the decision.
If you arrive asking us to just buy tool X, we will run the diagnostic anyway, and tell you the truth.
The founder
The translation muscle was built the hard way
The gap is always translation, not technology.
Hitesh Mahajan is a non-technical operator. He spent fifteen years running physical-economy businesses, agriculture, horticulture, FMCG, retail, before bringing technology into them. Operations is his native language.
In 2021 he watched a blockchain project get rejected. Not because the technology was wrong, but because nobody had translated it into something the business could act on. That was the lesson.
When frontier AI caught up in 2022, the thesis was ready. Four years on, bootstrapped and founder-led, Aidapt exists to close that gap for operators like the one he used to be.
Hitesh MahajanFounder, Aidapt
Our insights
All insights Operator-grade thinking on AI
Why most AI pilots never reach the floor
The failure is rarely the model. It is the gap between a capability and the decision someone makes on Monday.
ReadReading AI through the operating model
Start with how the business runs, then ask what AI changes. The order is the moat.
ReadThe operator's case for a fixed-fee diagnostic
Why the most senior thing we do is refuse to start with a tool.
ReadWhere AI actually removes friction on the floor
Planning, service, and the back office are where leverage hides. We show how to find it.
ReadFrom raw data to the decision a leader makes
Most analytics stop at the dashboard. The work is closing the last mile to a call.
ReadAdoption is the work, not the afterthought
Tools do not change a business. Habits, judgement, and fluency do.
ReadStart here
Start with a translation, not a tool
Every engagement enters through one doorway: a diagnostic, not a tool. Begin with a free Impact Analysis, or go straight to the Diagnostic when you are ready.