How we work
Executive alignment at the front, measurement at the back, and no theatre in between. Most engagements run six to sixteen weeks from discovery to deployment.
Delivery
Six stages. The rail fills as you read — each stage activates as it reaches the middle of the viewport.
Stage 01
Understand the organisation, not just the use case
Stakeholder interviews, an AI readiness assessment and an honest map of where AI creates genuine value — and where it does not.
Stage 02
Sequence the work and align the leadership
Use cases scored on value, feasibility and risk. A roadmap with an investment estimate and a KPI framework the board can hold us to.
Stage 03
Architect the system and the prompts behind it
Model selection, system prompt design, data and retrieval architecture, and Arabic-language handling designed in from the start rather than retrofitted.
Stage 04
Deliver a production system, not a demo
A full delivery team, integrated into your existing systems, tested against the KPIs agreed at prioritisation — with documentation written as we go.
Stage 05
Roll out with the training that makes it land
Deployment, handover and bilingual enablement for the teams who will actually use it, plus a post-launch support window.
Stage 06
Iterate against the numbers, then scale
KPIs reviewed against the baseline, models optimised, and the next use cases opened — typically under a Retain engagement.
Engagement
Three ways to work with us. Most organisations begin with Discover and move to Build.
Start here
A structured discovery engagement to map AI opportunity and de-risk your investment before committing to build.
Pricing on proposal
EnquireMost common
End-to-end delivery of a production AI application or automation — from design through deployment and handover.
Pricing on proposal
Start a buildOngoing
A monthly retainer for organisations that need continuous AI support, iteration and strategic guidance.
Pricing on proposal
EnquireSectors
Government ministries, semi-government entities, foundations and enterprise clients across Qatar and the wider GCC — bilingual and compliance-aware throughout.
Citizen services, policy analysis and correspondence at scale.
Mandate reporting, governance and operational intelligence.
Programme evaluation and institutional knowledge.
Curriculum, research synthesis and student-facing tools.
Clinical documentation and decision support.
Risk, compliance and analyst augmentation.
Contract review and regulatory obligation tracking.
Operations optimisation and field intelligence.
Why FuegoAI
Nearly two decades delivering for Qatari institutions. We understand procurement, governance and how decisions actually get made here.
We know the institutions, the procurement routes and the people who have to sign.
Arabic and English across strategy, build and training — including the NLP work most vendors sub-contract away.
Every engagement carries a KPI framework from day one. We measure adoption and value, not proof-of-concept counts.
Data residency, model selection and auditability designed for public-sector scrutiny from the first workshop.
Start a conversation
Every engagement begins with a no-obligation discovery call. Let's identify where AI delivers genuine value for your organisation.
No obligation, no procurement theatre, and an honest read on what is worth doing.
Ready to start?No-obligation discovery call