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AIMOCS

Managed AI operations

Autonomous operators for the workflows that cost you money.

We design the agent, prove it on your data before you commit, and run it for you — end to end. Built for how business actually runs in the Kingdom: Arabic-first, in-region, fully managed. Your team sees the work gone. Not just easier.

Operator · accounts receivable
onAnthropic Claude
Sent → invoice 4821 · 31 days past due3rd contact

“Hi — flagging that invoice 4821 is now 31 days past due. Would Friday work for a 10-minute call to align on a payment date?”

Why this contact

Account tier B · prior promise broken · within agreed cadence.

Next step

If no reply by Mon 09:00 → escalate to AR lead with full thread.

02Outcomes

Real workflows. Real money.

Law firm · 38 attorneys

71→49days to get paid

Commercial general contractor

<1day reply time

Digital agency · 24 staff

~140hours / month

04Inside an operator

Its own computer. Its own memory. Its own audit log.

Each operator runs on a dedicated machine, with persistent memory of your accounts and an approved set of tools. It plans, acts, and escalates — and logs every step with the reasoning behind it.

00 · COREReasoningPlan · act · adapt01ComputerIsolated environment02MemoryAccounts · history · state03ToolsApproved actions only04GuardrailsSigned authority limits05EscalationRoutes to human on doubt06Audit logEvery action + reasoningTRIGGERACTION
07Toolkit

Tool-agnostic by design.

Each operator runs on the model and tools best suited to the workflow — never wed to one provider. We swap them out when something better ships.

Models we run

  • Anthropic Claude
  • OpenAI
  • Google Gemini
  • Mistral
  • DeepSeek
  • Qwen
  • xAI Grok
  • Meta Llama

Build stack

  • IBM
  • Amazon Web Services
  • Vercel
  • Supabase
  • MongoDB
  • Firebase
  • Docker
  • Python
  • Next.js

Integrations

  • Stripe
  • ElevenLabs
  • Higgsfield
  • Perplexity
  • Glama
  • Hermes
  • Obsidian
  • Claude Code
  • Codex
  • GitHub Copilot
08Proof

Proven on real operations.

All work
  • Operator38 attorneys

    Commercial law firm

    Aged invoices piling up. After-hours intake going cold. Runs intake and escalating collections follow-up end to end.

    Time to get paid: 71 → 49 days. Six-figure aged balance recovered in 90 days. About 22 staff hours a week returned.

  • OperatorB2B distribution

    Medical supply distributor

    Slow institutional payers. Unfollowed quotes leaking margin. Runs payment reminders and quote follow-up autonomously.

    Large receivables block recovered in Q1. Quote response: days → hours. Every open quote followed up.

  • OperatorConstruction

    Commercial general contractor

    Requests for information taking days. Project float burning. Triages and routes requests for information and submittals; drafts responses.

    Reply time: days → under one day. Six-figure project float protected on a single job.

  • Operator24 staff

    Digital agency

    Client reporting and proposal follow-up eating senior billable time. Assembles client reporting and follows up every proposal on cadence.

    About 140 billable hours a month recovered. Proposal follow-up: 33% → 100%.

09Begin

Pick one workflow. We'll deliver a working operator on it — proven on your data before you commit.

Book a consultation

Proven on your data before you commit.