GLOBALEST. MMXXIVAI + SYSTEMS

AI systems thatearn their keep.

QuadAgents builds production AI — chatbots, autonomous agents, RAG pipelines, and end-to-end automation. Lean senior team. 2-week sprints. Real products, not demos that die in Figma.

// PRODUCTION · LIVE
// ALWAYS ON — 04:22 LOCAL
Built to run while you sleep.
AGENTS LIVE · MONITORED · ON CALL

What
we deliver.

// 04 CORE SERVICES + SISTER STUDIO
01 — CHATBOTS

AI Chatbots

Custom chatbots trained on your data, with your voice, inside your guardrails. Slack, web, WhatsApp, whatever.

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02 — AGENTS

AI Agents

Autonomous agents that execute multi-step workflows end-to-end — research, comms, ops, internal tooling.

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03 — RAG

RAG Pipelines

Turn your documents, tickets, and knowledge bases into searchable, citable intelligence with real evals.

LEARN MORE
04 — AUTOMATION

Automation

End-to-end workflow automation — ops, comms, data pipelines. We replace tools, not people.

LEARN MORE
SISTER STUDIO

Need a mobile app or a website to go with that AI? Mansatak builds it.

Mansatak.com is our web & app studio — same team principles, different craft. You get AI from us, product shells from them, one project lead across both. No handoff gaps.

Visit mansatak.com

How
we actually work.

// 05 STAGES · 2-WEEK SPRINTS
STAGE 01 Discover

30-minute call. No pitch deck.

We figure out if we're the right team for your problem. If we're not, we tell you who is.

30 min · free
STAGE 02 Scope

2-week discovery sprint.

Deep-dive, working prototype, feasibility report, cost map. Fixed-price so you can commit without fear.

2 weeks · 250K+ SDG
STAGE 03 Build

Ship in 2-week sprints.

Weekly demos. You review continuously, not at the end. No scope-creep surprises.

6–10 weeks
STAGE 04 Launch

Staged rollout with evals live.

We measure the thing that matters, not vanity metrics. You sign off when you're ready.

1–2 weeks
STAGE 05 Evolve

Optional platform partnership.

Stay embedded for continuous shipping — or take the keys and run it yourself. Your call.

Ongoing · optional

Selected
work & capability.

// live work · updated as projects ship
01 — SYSTEMS

AI agents that feel built-in, not bolted on.

Custom agentic products designed around the job, not the framework.

FEATURED · LIVE

DOF3A — AI study assistant for Sudanese students.

A real education product: 17 subjects, step-by-step AI help, mock exams, and chapter summaries for certificate students.

02 — OUTCOMES
0×

average lift in activation across our last six launches. Measured, not claimed.

03 — TEAM
LEADAbuhorira AliGROUPQUAD + MANSATAKCLIENTS?? / GLOBAL
Real shipped work belongs here. No fictional client claims, no placeholder case studies pretending to be production.
— QUADAGENTS
PORTFOLIO NOTE
04 — CAPABILITY
  • 01AI Agents & autonomy
  • 02RAG & knowledge bases
  • 03Voice agents & comms
  • 04Platforms & orchestration
05 — STACK

Strong opinions, held loosely.

Next.jsLangGraphPythonPostgrespgvectorClaudeshadcn
08
Public builds
Live URLs visitors can open today.
??
Clients / global
We will publish the count when the portfolio data is ready.
00
Awards & press
No placeholder awards. Real mentions can be added when they exist.
Futures worth building
The next one is the best one.

Real
talk.

// STRAIGHT · NO SPIN
If a Mansatak project is on here, it has a working link. Click it and see the real thing — no mockups.
MANSATAKWEB · APP
We pulled every case study that didn't have a real link. If you can't open it, it doesn't belong here.
QUADAGENTSPORTFOLIO POLICY
Want to talk? We're on WhatsApp and Facebook — real people, quick replies.
CONTACTWHATSAPP + FACEBOOK
This list grows as we ship — real projects, added once they're actually live.
NEXTMORE TO COME

Who
this is for.

// SELF-QUALIFY BEFORE WE TALK
◆ FIT

You're a fit if:

  • +You've got repetitive, rule-heavy workflows eating hours every week.
  • +Your knowledge is buried in docs, tickets, and chats — and people keep re-asking the same things.
  • +You want a chatbot trained on your data, in your voice — not an off-the-shelf bot.
  • +You need an agent that does multi-step work end-to-end, not just answers questions.
  • +You want the AI measured and monitored before it ever touches real users.
  • +You want AI built into the tools you already run — Slack, WhatsApp, your stack.

Quick
answers.

// FAQ · MORE ON /PRICING
What kinds of projects do you take on?

AI chatbots, autonomous agents, RAG pipelines, workflow automation, and full AI platforms. If it involves shipping production AI, we're probably a fit. If it's a research paper or a one-off demo, we're not.

How long does a project take?

Discovery: 2 weeks. MVP build: 6–10 weeks. Platform partnership: 3+ months. We can rush at 1.4× if the problem demands it and we're confident we can ship without cutting corners.

Do you work with startups or only enterprise?

Both — but we're strict about fit. Early-stage startups: bring a clear problem and a realistic timeline. Enterprise: bring a decision-maker who can actually sign. We say no to ~60% of inquiries.

What if we don't have technical staff?

Fine. We'll ship it, document it, and either train your team to operate it or stay on as Platform partner. Either way you own the code and the decisions.

Can you work with our existing tools and stack?

Yes. We have strong opinions (Next.js, Python, Postgres, LangGraph, Claude) but zero pride about them. If your company runs on Ruby and Elasticsearch, we'll ship in Ruby and Elasticsearch.

// Ready when you are

Let's build something that ships.

Start a project