REDLINE.
// Capabilities

What we
build.

Three service lines, one standard: systems that survive contact with production — governed, documented, handed over.

// 01 — AI agents & autonomous systems

Agents that
do the work.

Custom operational agents
Reading inboxes, qualifying leads, triaging tickets, drafting replies — inside your guardrails.
A1
Multi-agent fleets
Coordinated agents with shared memory, claims and audit trails — the architecture we run ourselves.
A2
Guardrails & governance
Approval gates, action allowlists, logging — autonomy you can defend in a board meeting.
A3
Human handover design
Agents know what they're not allowed to decide. Escalation paths are designed, not hoped for.
A4
// How an agent ships
TriggerInbox · webhook · schedule
ReasonContext + policy + memory
ActYour systems, scoped tools
HandoverHuman gate on the risky calls
// 02 — AI advisory & strategy

A plan, not
a deck.

AI audit & opportunity map
Where AI actually pays in your operation — ranked by effort and impact, grounded in your systems.
B1
Roadmap & architecture
A build order your team can execute, with the data and integration work made explicit.
B2
Governance & policy
Usage policy, model selection, data boundaries — written for the UAE regulatory reality.
B3
Team enablement
Working sessions that leave your people faster with the tools they already pay for.
B4
// 03 — workflow automation & integration

The plumbing
that pays.

System integration
CRM ↔ commerce ↔ messaging ↔ finance — data that moves itself.
C1
Back-office automation
Invoices, reports, reconciliations — the work nobody should be doing by hand.
C2
Commerce operations
Storefront, content and customer-message automation for retail brands.
C3
// Connects with
ShopifyKlaviyoMeta WhatsAppSupabaseGoogle Workspace Slackn8nCustom APIs
// How an engagement runs

Audit. Build. Run.

01
Audit
Short, fixed-scope. We map your operation, surface the highest-yield moves and leave you a plan worth executing — with or without us.
02
Build
Scoped delivery with weekly working demos. Real systems in your environment — never a sandbox that dies after the pilot.
03
Run
We operate, monitor and improve what we shipped — or train your team and hand over the keys. Your call.