AI engineering for your product

We take your AI initiative from plan to production.

A two-week sprint: we pick a use case, build or fix it in your code, and leave tests so it keeps working.

How an engagement runs

Scope.

Every moving part, grouped into a plan.

Build.

Short cycles, in your tools.

dataretrievalmodelevals Your AI feature

Measure.

Outputs tested against real examples.

✗ declines medical advice ✗ hands off when unsure example eval set · 50 cases Your AI feature Ready to ship 48 / 50 pass · 2 fixed

Hand over.

Your team runs it. The next cycle begins.

Your developersMonitoringDocs and runbooks Live in production
trace #482100:00.0
  1. Interfaceuser asks “how much can I borrow for a flat?”12ms
  2. Promptsinstructions + salary and residency context assembled4ms
  3. Retrieval3 passages from your mortgage eligibility rules86ms
  4. Modeltimed out after 8s8.0s
  5. Fallbacksretried on backup model, answered1.2s
  6. Evalsanswer grounded in your rules: pass40ms
  7. Logging and tracingtrace #4821 saved with every step2ms
  8. Monitoringp95 latency back under 2slive

What we work on

One request, step by step.

  1. InterfaceWhat your users see. Hidden AI loses trust.
  2. PromptsWhat the model is told. Most wrong answers start here.
  3. RetrievalThe right facts, from your own data.
  4. ModelIt will time out or get things wrong. Plan for it.
  5. FallbacksA backup model, a safe reply or a person. No dead ends.
  6. EvalsTests that stop the next change breaking this one.
  7. Logging and tracingEvery step recorded, so you see where and why.
  8. MonitoringHear about problems before your customers do.

Your data and models, where they already live

  • Oracle
  • MySQL
  • Supabase
  • WhatsApp
  • Postgres
  • SharePoint
  • PDFs, Arabic and English
  • Anthropic
  • OpenAI
  • SQL Server
  • Amazon S3
  • Salesforce
  • Anthropic
  • SharePoint
  • OpenAI
  • WhatsApp
  • PDFs, Arabic and English
  • Postgres

How we handle your data

AED 25,000Fixed price, agreed up front

10 daysFirst call to handover

Your repoFixes ship in your code

Not shipped by day 10? We keep working at no cost until it is, with code access from day 1.

What are you building?

Book a 30-minute call, or message us on WhatsApp.