CrewAI
Multi-agent automation. Replace RPA with intelligent agents.
CrewAI lets teams of agents split a job. We build these systems for organisations moving past brittle RPA: lower maintenance, and agents that can handle an exception instead of failing the run.
Founded 2022 · Founder in the Salesforce MVP Hall of Fame · Dubai HQ · Kochi studio
- 01Models · Claude, Gemini, OpenAI, Bedrock
- 02Agentic systems · Agentforce, CrewAI, ADK, A2A
- 03Agentic memory · Neo4j, Cognee, IndyKite
- 04Automation and voice · n8n, Retell
- 05Deployment and governance · identity, evals, policy, audit
What we put in
The work on this layer.
The honest no: if the work is a software factory with a named delivery date, we are the wrong partner.
RPA or a crew
A script that breaks, or agents that ask.
An RPA script
An agent crew
- Breaks when a screen changes
- Reads the document, not the pixel position
- Fails the whole run on one odd invoice
- Sends the odd invoice to a person and carries on
- Fix waits for a developer
- Rules your team can read and change
Use cases
Where a crew shows up in the work.
Typical first jobs.
Example
Finance ops at a Dubai distributor
Today: The invoice bot fails whenever a supplier changes its layout.
After: One agent reads, one matches to the purchase order, one drafts the posting. A new layout is an exception, not an outage.
See how it worksExample
Supply planner at a Jeddah FMCG company
Today: Stock alerts arrive from three systems and nobody reconciles them.
After: A crew checks the alerts against orders and posts one list for the planner to approve.
See how it works
Questions
What we actually say.
- When is CrewAI a better fit than n8n?
- n8n is for deterministic workflows. CrewAI is for work that needs reasoning and role split. Many production stacks use both.
- Which models can the agents use?
- Claude, Gemini, or GPT. We pick per role, not one model for the whole crew.
The brief
Still running RPA for work that needs judgement?
We will tell you which processes are ready for a CrewAI crew and which should stay on n8n. The assessment is free: a short read of the org and a written note. If you go ahead, the first build week is a fixed AED/SAR 14,900 (about USD 4,050), credited in full when you sign the build within 60 days.