Fixed-fee engagement
Discovery & scoping
Requirements workshop, layer mapping (data, evaluation, or build), deliverable definition, and fixed-price proposal.
Commercial
Pricing overview
Fixed scope, fixed price. Exact quotes follow scoping — ranges below are orientation only.
Engagement models
How we price
Project-based
Data & evaluation builds
Arabic eval suites, RLHF pipelines, RAG audits, benchmark authoring — scoped sprints with handover artifacts.
Project-based
Production infrastructure
End-to-end builds you own — pipelines, harnesses, monitoring, documentation, and sign-off criteria.
Process
From brief to handover
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01
Share a brief
Problem, timeline, compliance needs, and target languages or domains.
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02
Scope in 48–72 hours
We map which infrastructure layer applies and define fixed deliverables.
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03
Fixed quote
No subscription. One price for the scoped build — you own the output.
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04
Build & handover
Milestone reviews, expert validation, production-ready delivery.
Contact us for a scoped quote. We do not publish exact prices without understanding your requirements.
Next step
Let's build what matters
One form for everyone — businesses, AI labs, and partners. A human reads it and replies within one business day.