Custom Engineering

Custom AI Workflows

Bespoke automation for UAE operations. We take a workflow that lives in your team's heads — vendor onboarding, contract review, RFP response, claims triage — and ship a measurable AI pipeline that runs it end to end. Your data stays yours. You own the code.

The Delivery Protocol

01
Week 0 · Discovery

Scope & Success Metrics

Two 90-minute sessions with the team owning the workflow today. We observe how it runs, what breaks, what gets emailed twice. You leave with a scope document, data map, and the measurable KPIs we'll hold ourselves to.

Deliverable: Scope doc, integration map, fixed-fee build quote.
02
Week 1-2 · Design

Architecture & Eval Suite

We design the pipeline: which steps are deterministic, which use LLM reasoning, which need human approval. We write the eval suite first — so the workflow has to pass tests before it touches production data.

Deliverable: System design doc, eval dataset, architecture sign-off.
03
Week 3-5 · Build

Implementation & Integration

Prompts, tool calls, API integrations, retry logic, observability. We connect to your existing stack — ERP, CRM, email, ticketing, cloud storage — and wire every step into a dashboard your team can watch.

Deliverable: Staged workflow, live dashboard, team walk-through.
04
Week 6 · Validate

Parallel Run & Approval Gate

Your team runs the workflow the old way. Our AI runs it on the same inputs. We compare outputs side-by-side for a week. Only after your team signs off does the workflow go live.

Deliverable: Parallel run report, go-live approval.
05
Week 7-10 · Stabilise

Production Tuning

30 days of live calibration. We watch every run, flag drift, adjust prompts and tool use. Your team sees real metrics and learns to operate the system without us.

Deliverable: Runbook, handover session, owned source code.

What We've Shipped

Case 01 · Legal Ops

Contract Review Pipeline

NDA and MSA review for a Dubai law firm. Flags deviation from standard clauses, drafts redlines, escalates non-standard risk to a partner. Cut review time from 40 minutes to 6.

Case 02 · Procurement

Vendor Onboarding Agent

Reads trade licenses, validates TRN, cross-checks against sanctions lists, generates the onboarding packet. Approval flow routes to finance + compliance. 3-day onboardings now take 2 hours.

Case 03 · Insurance

Claims Triage

First-notice-of-loss intake across WhatsApp + email. Extracts structured claim data, matches policy, assigns severity, routes to adjuster. 60% of low-severity claims now auto-approve.

Case 04 · RFP Response

Tender & Proposal Drafter

Parses UAE government tenders, maps requirements against your capability statements, drafts the first-pass response. Human reviews and edits — but starts at 70% done.

Fixed-Fee Delivery

Starter
AED 25,000+
Single Workflow · 3-4 Weeks
  • One workflow, up to 3 integrations
  • Eval suite + staging deploy
  • 14-day post-launch tuning
  • Full source-code handover
Scope My Starter
Enterprise
Custom
Multi-Workflow · 10-16 Weeks
  • Workflow suite across departments
  • On-prem or private-cloud deploy
  • Compliance review (DIFC / ADGM / health)
  • Dedicated engineer retainer
  • Quarterly model upgrades
Request Enterprise Scope

Start With A 30-Minute Scoping Call

Describe the workflow that eats your team's week. We'll tell you whether AI is the right tool, what it would cost, and how long it would take — no sales pitch, no obligation.

Book Discovery