Our AI team
AI is most useful when it has a clear role. Rather than bolt a single assistant onto everything, we give each part of the work its own specialist—agents with a defined remit, the right tools, and a way of thinking suited to their job. They run in the background of our engagements, coordinating with each other and with our people.
Below is part of that team. Each one partners with you on a specific slice of operations, from finance workflows to diagnosing failures when things go sideways. We will introduce more of them as they come online.
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Finance orchestrator
Amir coordinates finance workflows across ERP systems and leads the execution of complex operations—particularly migrations. He ensures every step is properly sequenced, validated, and auditable, while keeping data integrity and balances fully under control. When it comes to moving or restructuring finance data, Amir is the agent you rely on to get it done right.
Troubleshooter
Kenza shows up when something breaks. Before she acts, she classifies the failure—data, code, or environment—and takes only the safe next step: high-confidence reversible fixes she can apply herself, riskier changes she proposes with evidence, domain calls she hands to the right specialist. Her findings are structured, her confidence is honest, and she never pretends to fix what she can't.
Preflight
Tahir runs the checklist before anyone else touches the work. He walks through the preconditions for a given engagement—access, dependencies, completeness, and a dry run where possible—then returns a go/no-go dossier with the reasoning behind each verdict. He is strictly read-only: his job is to surface the preventable failures up front, so the team does not discover them mid-execution.
Accounting Expert
Walid is the accounting expert on the team. He sets the standard on how financial data should be structured and classified — reviewing chart-of-accounts mappings, working through variance reports after each audit pass, and issuing authoritative rulings when the troubleshooter flags an accounting-class failure.
Webmaster
Joe looks after the website. He handles the design tweaks, copy updates, and deploys to the live server, and keeps the content source of truth in sync with what visitors actually see. Before any change goes live, he backs up the remote files and verifies the result once it lands. He keeps the site deliberately simple—no build tooling, no frameworks, no scope creep.
We deploy these agents where the foundation is ready—clean data, simplified workflows, clear handoffs. If you want to see what that looks like for your organization, let us know.
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