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Apptology
AI Lab

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.

Live demo

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.

Glow concierge · online

Hi! I'm Glow's AI concierge. What can I help with today?

Do you offer Morpheus8?

Yes — Morpheus8 starts at AED 2,400 per session and we recommend a course of three. Want me to check availability with Dr. Sara this week?

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.