Applied agentic AI firm. Dubai.
Free your best people to do their best work.
CLRT builds AI agents that lift the draining, repetitive work off your team, so your best people spend their time where the growth is. We start from how each person actually works, build the agent to carry it, and keep them in control. Leverage, not technology for its own sake.
2 days → 25 min
Contract turnaround, a Dubai brokerage
1 day a week
of senior time freed, an advisory firm
5 days → 1 day
board-pack close, a family office
Everyone is adopting AI. Almost no one is turning it into growth.
McKinsey finds 88% of companies now use AI, but only about 6% capture real value from it1, and BCG puts the share generating value at scale at just 5%2. Everyone has the tools. Your best people are still buried in the same draining, repetitive work, time they are not spending where the business grows. The tools created activity, not growth.
If your best people still do it by hand, the AI is not helping them.
If no one trusts the output enough to ship it, it is activity, not growth.
If it cannot be governed, it never reaches the work that matters.
Activity feels like progress. Only growth is progress.
Pointed at the wrong work, AI does not just waste money. It quietly makes things worse.
Automate a broken process and you scale its mistakes. Hand judgement to a system that cannot hold it, and the errors arrive faster than anyone can catch them. The most dangerous place for AI is the work where it almost works, and while you scale a mistake, the competitor who pointed it at the right work compounds a lead.
- 01A draft that is wrong in a way no one notices.
- 02A decision automated before anyone agreed the rule.
- 03A process scaled before it was ever sound.
So the first question is never how to build. It is whether to.
We start with where an agent creates growth, and where it does not.
Most firms start with what they can build. We start with your work. We study how each role actually spends its week, separate the drain that is safe to automate from the judgement that must stay human, and tell you honestly where an agent pays for itself and where it does not. Then we build it, deploy it on your real data, and keep you in control.
- Objective
- We tell you no when the honest answer is no.
- Bespoke
- Built from how your work actually happens, never a template.
- Governed
- A human in control, and a trail behind every action.
- Growth
- Aimed at freeing your best people to grow the business, never at cutting them.
- 01
Work comes in
A task enters the line
- 02
AI agent
Pulls the data, drafts the work, checks the rules
- 03
Human gate
A person signs off
- 04
Outcome
Written to your record, every action logged
- 01
Work comes in
A task enters the line
- 02
AI agent
Pulls the data, drafts the work, checks the rules
- 03
Human gate
A person signs off
- 04
Outcome
Written to your record, every action logged
Every agent we build runs the same line, from the work itself to a measured result, with a human in control and a trail behind every action.
How we keep you in controlHow we decide what to build.
Three instruments run beneath every engagement. They are why our recommendations hold up, and why we will tell you no when the honest answer is no.
- 01
The Agentic Maturity Model
Where your work sits today, from manual to governed autonomy. L0 to L4.
- 02
The Four-Layer Diagnostic
A descent from the presenting symptom to the constraint that actually binds.
- 03
The AI Fit Test
Build, adopt first, or walk away. The honest call on every workflow.
Where we usually find the first agent.
The first workflow is rarely the obvious one. These are the places an agent most often earns its keep first, in businesses like yours.
- Sales and business development
- Research accounts, spot trigger events, draft outreach, and update the CRM.
- Finance and reporting
- Reconcile data, produce board packs, flag anomalies, and draft variance commentary.
- Real estate and contracts
- Assemble documents, check clauses, route approvals, and keep control of the language.
- Professional services
- Retrieve institutional knowledge, draft with citations, and surface matter history.
- Operations
- Chase approvals and status, handle exceptions, and manage the handoffs between people.
We do not sell efficiency. We unlock growth you can measure.
Real engagements, with the growth behind them. Not hours saved, but revenue unlocked, capacity created, and decisions made faster. Figures are shown with the client's permission; growth figures are illustrative estimates.
Real estate
AED 240k/mo
revenue unlocked
Contract intelligence that stopped deals dying in the two-day wait.
Human signature on every contract
Read the caseProfessional services
+20%
revenue, same team
A knowledge platform that turned a day a week back into billable work.
A citation on every line
Read the caseFamily office
AED 2m/yr
decision advantage
A reporting engine that turned a five-day close into a single day.
Figures computed in code, not guessed
Read the case
And we run our own company on the same agentic systems, our products and revenue engine included, before we ever deploy them for you.
See what we shipSee where your growth is leaking, free, in fifteen minutes.
CLRT Ascent is our free diagnostic. Answer a few questions and it shows you where an agent earns its keep, your Agentic Growth Score, and the one workflow worth building first. It is where every engagement begins.
You receive
- 01Your Agentic Growth Score, 0 to 100
- 02The one workflow worth building first
- 03What automating it is worth, in dirhams
- 04A build, adopt, or wait recommendation
- 05The single agent worth building
- 06An honest next step
After your score, three honest paths
- Wait
- The workflow is not ready. We tell you, and you keep your money.
- Adopt
- An existing tool is enough. We point you to it, not at a custom build.
- Build
- CLRT designs, deploys, and governs the agent on your real data.
What we are thinking about.
Field notes on agentic AI, governance, and building in the Gulf.
The MarketThe Capability GapAlmost every organisation now uses AI somewhere. Almost none capture real profit from it. The distance between those two facts is the entire opportunity, and the entire risk.
MethodBuild, Adopt, or Walk AwayEvery AI opportunity sorts into one of four boxes: build now, fix the organisation first, resist a tempting waste, or walk away. The most valuable box is the one that says no.
FundamentalsThe Model Is the Engine. The System Is the Car, the Road, and the Traffic Laws.Almost everyone watching AI tracks the smartest model of the month. It is the most visible part of the field and the least decisive. Swapping engines does not build you a better car.
Start here
See where your growth is leaking.
Ascent is free and takes fifteen minutes. It shows you where an agent earns its keep and the one workflow worth building first. The best engagements start here.