in client revenue generated by the agents I've built.
For Founders building agents in high-compliance industries
Stop shipping Agents you can't defend.
Every output cited. Every decision traced. Every claim audit-ready. Grounded RAG, knowledge graphs, evaluation frameworks. Built in from day one.
What's shipped in numbers.
production AI systems shipped across healthcare, insurance, finance, and regulated industries.
years building verifiable AI for high-compliance teams.
Why most AI pilots never ship
95%
of enterprise GenAI pilots deliver no measurable return.
MIT NANDA, 202542%
of companies scrapped most AI initiatives in 2025.
S&P Global, 202530%
of GenAI projects will be abandoned after proof of concept by 2026.
Gartner, 2024What is breaking your Agents
Messy, ungoverned data
Models grounded on inconsistent, siloed, poorly-labeled enterprise data degrade in production. The single most-cited blocker across every major consultancy report.
Gartner · McKinsey · RAND · AccentureNo clear business value
Teams pick AI projects to chase the technology rather than solve a measurable problem. 49% of leaders name this the top obstacle to scaling, ahead of talent or data.
Gartner · RAND · MIT NANDAAI skills and literacy gap
Organizations buy AI tools faster than they build the engineering and governance capability to operate them. Pilots get stranded between IT and the business.
IBM · Deloitte · McKinseyOur Solutions to Unbreak Them
Curated knowledge graphs as your data layer.
Where messy enterprise data dies in pilots, structured knowledge graphs make it queryable, auditable, and grounded.
Evaluation tied to a business metric.
Every agent is built to deliver real ROI that business cares about: Hallucination rate. Time saved per case. First-pass approval
Agents Built for your team to operate.
Your team doesn't have to be technical. We build explainable non black boxed agentic orchestration for the most complex tasks and processes
From 0 → 1.
The shift from "trust me" AI to AI you can defend.
What your team ships now
- Hallucinated claims with no source
- Eval = vibes-based testing
- PHI and compliance bolted on at the end
- No way to reconstruct a failed case
- Pilot stuck for 6+ months
What we build
- Citation on every output, traceable to source
- Eval suite in CI, regressions caught pre-deploy
- PHI guards and audit trail by design
- Every decision logged, every tool call captured
- First working agent in 4 to 8 weeks
Why work with Promptiqa Labs
Most agencies ship agents. Few measure them. None ground them in your domain.
| Generic AI agency | Big-Tech consultancy | Promptiqa Labs | |
|---|---|---|---|
| Industry depth | Surface level | Strong but generic | Built for high-compliance industries |
| Eval discipline | Vibes-based testing | Quarterly reports | CI on every change |
| Citation grounding | Optional | Add-on | Built into the architecture |
| Audit trail | After-the-fact | Manual reports | Logged at every decision |
What clients say.
Great experience working with Asmaa. Professional, clear communication, and supportive. Recommended.
Had great experience working with Asmaa. She is very solution oriented and a clear communicator
A clearly very knowledgeable programmer in the AI space. Patient and always eager to explain
Asmaa is one of the best partners to collaborate with. We are hiring her again
Three ways to start.
Most agencies hand off a deliverable and disappear. I stay until your AI runs in production and your team owns it. Audit, pilot, production: pick where you are.
Architecture Review
- Diagnostic on your existing or planned AI agent
- Four lenses: hallucination risk, knowledge grounding, traceability, audit-readiness
- Deliverable: full diagnosis report on what is wronf with your pipeline + remediation roadmap
Verifiable Pilot
- Domain knowledge graph
- verifiable agent orchestration
- Deployed in your environment with audit trail
- Evaluation framework measures hallucination rate, citation faithfulness, traceability
Production-Grade System
- Full system: enterprise KG, verifiable agent orchestration, continuous evaluation
- Governance documentation for external audit and regulator review
- Deployment, monitoring, internal team training
About
I am Asmaa Hadir. Your agentic engineering partner and the Founder behind Promtpiqa Labs
I've shipped 30+ production AI systems shipped across healthcare, insurance, finance, and regulated industries
I hold a Computer Science degree from the American University of Beirut and am a former MEPI Middle East & North Africa Tomorrow's Leaders scholar selected by the US Department of State, and Engineering for Change Fellow and a former Future Global Leaders Fellow. I speak English, French, and Arabic.
Start with a conversation.
AI initiative facing scrutiny? Or one already failed and you need outside judgment? Book a twenty-minute call.
Or write directly to [email protected]