AI agents & automation
Not a chatbot demo: agents connected to your CRM, ERP, email and documents, with rules you define and a human approving what matters. We audit, pilot on real data and deploy — in weeks.
What we build
Custom agents built on large language models that read, decide and act: qualify leads, answer customers, process requests — with guardrails and human validation.
Connect CRM, ERP, email, WhatsApp and spreadsheets into automated flows that run without copy-paste.
Private assistants that answer from your procedures, contracts and catalogues — with cited sources and access control.
Add summarisation, classification, extraction or semantic search to the applications you already run.
Turn invoices, purchase orders, forms and emails into structured data pushed straight into your systems.
Find the use cases worth doing, estimate the ROI and set the rules: data privacy, model choice, compliance.
Use cases
The best first project is repetitive, high-volume and already documented. These are the ones we see most.
Answer tickets and WhatsApp messages 24/7 from your knowledge base; escalate the rest to a human.
Qualify inbound leads, enrich contacts, draft follow-ups and keep the CRM up to date.
Process invoices, purchase orders and forms straight into your ERP or accounting tool.
Extract, classify and check contracts, IDs and reports against your rules.
Weekly summaries and alerts built from your data, delivered where the team already works.
A private assistant that answers from procedures, policies and past projects.
How we work
Each step is fixed-price and ends with a decision point. You see measured accuracy, time saved and cost per task before committing further.
We map the process, the data and the tools, then pick the use case with the best return.
We build the agent on your real data and measure accuracy, time saved and cost per task.
Integration with your systems, permissions, logging and human approval where needed.
Monitoring, evaluation and monthly improvements as your business changes.
Guardrails & security
Agents act on real systems, so we design the controls first: who approves what, what gets logged, where the data lives.
Approval steps for anything sensitive — sending, paying, deleting. The agent proposes, your team decides.
Enterprise APIs or models deployed in your own cloud. No training on your data; EU data residency when required.
A full audit trail of what the agent read, decided and did — reviewable, exportable, reversible.
Agents get the permissions of the role they assist, nothing more. Secrets stay in your vault.
Technology we work with
FAQ
Software that uses a large language model to read information, decide what to do and act through your tools — send an email, update a CRM record, create a ticket — following rules you define. Unlike a chatbot, it completes tasks.
No. We use enterprise APIs (Claude, OpenAI) or open-source models deployed in your cloud. Your data is not used for training, and we can keep it in the EU or in your own region when required.
A pilot on a real use case typically takes two to four weeks after a one-week audit. You see measured results before committing to a full deployment.
Audits and pilots are fixed-price. Deployments are scoped after the pilot, so pricing is based on what we have actually measured — not on estimates.
No. We provide monitoring, evaluation and improvements as a monthly service, or we train your team to take over. Documentation and hand-over are part of every project.
Contact
Tell us what you're trying to achieve. We reply within one business day with clear next steps.
Office
Dubai Silicon Oasis, Dubai
United Arab Emirates
Hours
Monday – Friday, 9:00 – 18:00 (GST, UTC+4)
