WHAT WE OFFER

AI

LLM features, agentic systems, and operational AI for your product.

We ship AI as engineered software — not demos. Multi-agent pipelines, retrieval, cost-aware LLM workflows, and the eval harnesses that keep them honest in production.

Let's ConnectPilot engagements open

What we do

  • LLM features in your product

    Anthropic / OpenAI integrations with structured prompts, streaming, and graceful fallback.

  • Multi-agent workflows

    CrewAI, DSPy, n8n — agents that complete real work, not chat demos.

  • Retrieval & knowledge bases

    Vector pipelines tuned for Arabic + English content.

  • AI cost optimization

    Caching, routing, and right-sized models — without losing quality.

What we know

  • Vanderbilt AI Agent Developer, IBM AI Product Manager, Google AI Essentials.
  • Enterprise Open WebUI rollout — 250+ users, 454 models.
  • Production Anthropic + OpenAI integrations with eval pipelines.

HOW WE WORK

From use case to evaluated, production-grade AI.

Three phases tuned for AI engagements — scope, ship, then keep it honest in production.

PHASE 01

Scope

Use case, evals, and a working prototype before any commitments.

  • 01

    Discovery & use case

    We map the problem, the data, and the success metrics.

  • 02

    Eval harness first

    We define how we'll measure quality before we build anything.

  • 03

    Prototype & cost model

    A working slice plus a real cost-per-call projection.

PHASE 02

Ship

Engineered AI features behind your product — not a chat demo.

  • 04

    Integration & guardrails

    Streaming, retries, structured outputs, and safe fallbacks.

  • 05

    Multi-agent workflows

    Agents that complete real work, with observable hand-offs.

  • 06

    Production launch

    Rate limiting, cost caps, and an incident playbook on day one.

PHASE 03

Operate

Monthly retainer — keep cost, quality, and behaviour in check.

  • 07

    Continuous evals

    Regression checks every release. No silent quality drift.

  • 08

    Cost optimization

    Caching, routing, right-sized models. Same quality, lower bill.

  • 09

    Model upgrades

    We track the frontier and migrate you when it's safe.

AI

Want to talk about a project?

Tell us what you're trying to build. We respond within a working day.

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