Automation & AI agents
AI agents and LLM workflow development
AI that does work, not just chat — turning speech, documents and messages into structured data and actions in the systems you already use.
- Starting from
- $4,000
- Includes an accuracy test on your real data.
- Typical timeline
- 2–6 weeks
An LLM workflow turns messy input into something a system can act on. Our project management app does exactly that: a spoken sentence becomes a task with an owner, a deadline and a priority, in Arabic or English, ready for the board to filter.
We build agents and workflows that read documents, emails and messages, extract what matters, call your tools and hand off to a human when they are unsure — with guard rails, logging and cost limits throughout.
What you get
- LLM workflows for documents, emails and speech
- AI agents that call your tools and APIs
- Structured data extraction into your systems
- Human review steps for low-confidence results
- Evaluation sets to measure accuracy
- Cost controls and usage reporting
How we work
- 1
Free scoping call
We talk through what you are building, who it is for and what has to be true on day one. You leave with a recommended approach and a budget range.
- 2
Test on real examples
We run the workflow on a sample of your real inputs and measure how often it gets them right.
- 3
Written plan and fixed quote
Screens, features and integrations written down in plain language, with a fixed price and timeline for the first release — so there are no surprises.
- 4
Build with guard rails
Validation, fallbacks and human review wherever a mistake would be costly.
- 5
Monitor accuracy
Ongoing measurement, so quality does not silently drift.
Work we have shipped
AI · Project management · 2026
AI Project Management
Speak a sentence walking off a site and it comes back as a real task — owner, deadline, priority — in Arabic or English.
AI · Interior design · 2026
AI Interior Redesign
Photograph a room, choose a style, and get it back redesigned with your own walls, windows and ceiling still where they were.
Technology
- OpenAI API
- Azure OpenAI
- Python
- Node.js
- Speech-to-text
- n8n
Frequently asked questions
How accurate will it be?
We measure it before you commit: a test on a sample of your real data gives an accuracy figure, and we design human review in for the cases the AI is unsure about.
Can an agent act in our existing tools?
Yes — through their APIs. Agents can create records, send messages and update systems, with permissions limited to what the job needs.
Do I own the code?
Yes. You own the source code, designs and accounts from day one — repositories, app store listings and cloud projects are set up in your name, not ours.
Let's talk about your project
Book a free call. You will come away with a clear approach, a realistic timeline and a budget range — whether or not you work with us.
Related services
Business Process Automation
Scheduled jobs, reminders, payouts and reports that run your operations without anyone watching — like the 28 jobs behind a staffing marketplace.
AI Chatbots & Support Assistants
Chat assistants trained on your own content that answer customers accurately, hand off to a person when needed, and never make up a policy.