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AI agents & assistants

AI agents that do real work, with a person in the loop.

An assistant that answers from your policies, contracts and product data. An agent that reads a case file, checks three systems, drafts the decision and files it for approval. We build both, with evaluation, guardrails and logs so you can trust what they do.

At a glance

Price
From AED 25,000
Typical starting point for a single assistant. Larger agents get a fixed quote after discovery.
Timeline
4 to 10 weeks
Where
On site across the UAE
Book a free call

Sound familiar?

The problems we usually walk into.

Knowledge is locked in documents and heads

Staff ask the same questions every day, and the answers sit in PDFs, SharePoint folders and one experienced colleague.

Chatbot demos break on real data

It looked impressive in the demo, then gave a confident wrong answer to a customer.

Multi-step work still needs a person for every step

Reading, checking, deciding and filing. Each is simple, together they take an afternoon.

What you get

Clear deliverables, agreed up front.

01

Grounded answers

Retrieval over your own content, with sources cited so staff can check the answer.

02

Evaluation set

A test suite built from your real questions. It tracks quality before and after every change.

03

Guardrails and audit log

Clear limits on what the agent can do, approval steps for anything consequential, and a full record of actions.

04

Your infrastructure

Deployed in your cloud tenant where needed, including Azure OpenAI in UAE regions for data residency.

How it runs

4 to 10 weeks, start to finish.

Every engagement follows the same clear line: understand, build, prove, hand over.

  1. 01

    Define the job

    We agree exactly what the agent does, what it must never do, and how success is measured.

  2. 02

    Prototype

    A working version on your real data within the first fortnight.

  3. 03

    Evaluate and harden

    Test suite, guardrails, logging and approval steps.

  4. 04

    Deploy and support

    Production rollout, monitoring and ongoing tuning.

FAQ

Common questions.

A chatbot answers questions. An agent takes actions: it calls tools, updates systems and completes multi-step tasks. Agents need stronger guardrails and testing, which is where most of our effort goes.

No. We use enterprise model agreements that exclude training on your data, and can deploy inside your own Azure or AWS tenant.

We ground answers in your own content, require citations, measure accuracy with an evaluation set, and route low-confidence cases to a person.

Free 30-minute call

Tell us what is slowing the business down.

Thirty minutes with the engineer who would build it. No salesperson. No slides. You get a straight answer on whether AI is the right fix.