AI that survives Monday morning.
Our applied-AI practice in one page: what we believe, a live agent to interrogate, and two free tools to figure out where you stand.

Principles
Guardrails as standard
Refusal lists before retrieval pipelines, PII redaction, prompt-injection defence, and escalation triggers — on every agent, not on request.
Actions over answers
Agents that book, qualify, draft, and update systems via typed tool allow-lists (MCP) — with destructive actions gated on humans, always.
Evaluated before launch
A scenario test suite — including adversarial and Arabic-dialect cases — with pass thresholds. We ship when it passes, not when the demo looks good.
Don’t take our word for it. Interrogate it.
The same agent pattern we ship to clients — grounded answers, honest refusal, human handoff. Ask it something hard; watching how it declines is the demo.
STACK: NEXT.JS · OPENAI · PGVECTOR · CAL.COM · TWILIO. BUILT IN 4 WEEKS.
The AI Playbook
Our working notes, free: the refusal-first agent strategy, the Gulf Arabic testing method, the WhatsApp-to-MCP integration stack, and the UAE PDPL day-one briefing — as published essays, no email gate.
AI Maturity Assessment
Twenty minutes with a solutions architect, structured: where AI actually pays in your operation, what your data supports today, and the honest gap between the two. You leave with a one-page readout — whether or not you hire us.
Have a workflow AI should own?
Bring it to a scoping call. We'll tell you what an agent can honestly do — and what it shouldn't touch.

