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Systems · Agents · Automation

We build AI systems that quietly run your business.

Reliable AI for teams who can’t afford “almost works.” We design, build, and ship chatbots, agents, and automations that hold up in production — then stay out of your way.

Available for new projects
cipheen · systems live
rag pipelinehealthy
support agent1,204 tickets
automation42h saved / wk
voice agent37 calls booked
deployv2.4 · 2m ago
documents indexed18,320
uptime99.98%
invoices parsed6,410
signal
The stack we build on

Fluent across your whole stack.

28 tools · models · agents · data · automation · cloud

  • Models & voice AI
  • OpenAI
  • Anthropic
  • Google Gemini
  • ElevenLabs
  • Vapi
  • Twilio
  • Orchestration & automation
  • LangChain
  • LangGraph
  • n8n
  • Zapier
  • Google Apps Script
  • Languages & frameworks
  • Python
  • TypeScript
  • Node.js
  • NestJS
  • Django
  • FastAPI
  • React
  • Next.js
  • Data, cloud & deploy
  • Pinecone
  • Supabase
  • Firebase
  • AWS
  • GCP
  • Vercel
  • Netlify
  • Render
  • Docker
What we build

Five ways we put AI to work.

Every engagement is scoped to a real problem. Pick the one that matches yours — or book a call and we’ll figure it out together.

Book a call

AI Chatbots & RAG

Assistants that answer from your actual data — not guesses.

  • Trained on your docs, sites & databases
  • Source-cited, accurate answers
  • 24/7 support that deflects tickets

AI Web Apps & SaaS

Full products with AI at the core — dashboards, portals, GPT apps.

  • MVP to production, built to scale
  • Auth, billing & dashboards included
  • Next.js on top of your existing stack

AI Agents & Voice

Agents that take action — book calls, qualify leads, run tasks.

  • Multi-step, tool-using agents
  • Inbound & outbound voice AI
  • Human-in-the-loop where it counts

AI Automation

Kill the repetitive work eating your team’s week.

  • n8n, Zapier & Make workflows
  • CRM, email & API integrations
  • Monitored, documented, reliable

AI Consulting & MVP

Not sure where AI fits? We map it — then build the first version.

  • Architecture & feasibility
  • Roadmap & honest scoping
  • A working MVP in weeks, not months
Selected work

Systems already running in production.

A few things we’ve built and handed off — real problems, measured outcomes, not demo screenshots.

0+
Systems in production
0.0%
Average uptime
0+
Hours automated / mo
Support automation · B2B SaaS

A support assistant that answers from their own docs

Their team was buried in repeat questions. We shipped a RAG assistant trained on their docs and past tickets — it holds the front line and escalates only what needs a human.

  • LangChain
  • Pinecone
  • Next.js
Tickets auto-resolved
0%
Tickets handled / mo
0
Faster first reply
0×
Voice agent · Home services

An AI receptionist that books jobs after hours

Every missed call was lost revenue. We built an inbound voice agent that answers, qualifies, and books straight into their calendar — day or night.

  • Vapi
  • Twilio
  • n8n
Jobs booked / wk
0
Calls answered
0%
Avg. pickup
0s
Automation · Finance ops

Invoice processing that runs itself

Finance was re-keying hundreds of invoices by hand. We automated capture, parsing, and sync — with a human check only on the edge cases.

  • n8n
  • OpenAI
  • Supabase
Saved / week
0h
Invoices parsed
0
Extraction accuracy
0.0%
How we work

From first call to quietly running.

Four steps, no mystery. You always know what’s happening and what comes next.

  1. 01

    Discovery call

    We start with a call to understand the problem, your stack, and what success looks like. If AI isn’t the right fix, we’ll say so.

  2. 02

    Blueprint & scope

    You get a clear plan — architecture, timeline, and a fixed scope. No open-ended meters, no surprises.

  3. 03

    Build in the open

    We ship in short iterations you can see every week. You’re never left waiting in the dark for a big reveal.

  4. 04

    Launch & watch

    We deploy, monitor it in production, and stay on to tune it — until it quietly keeps working on its own.

Why teams trust us

Built to be handed the keys.

You’re trusting us with a system your business will lean on. Here’s how we make that a safe bet.

Production-grade or nothing

We don’t ship demos. Everything is monitored, error-handled, and built to hold up under real traffic on a bad day.

You’re never in the dark

Progress you can see every week, updates in plain language, and dashboards after launch. No black boxes.

Honest scoping

Fixed scope, fixed price, and a straight answer when AI isn’t the right tool. We’d rather keep the relationship than oversell it.

Fits your stack

We build on top of the tools you already run — no rip-and-replace, and no lock-in to us.

We stay after launch

Systems drift. We monitor, tune, and stay on call so yours keeps working long after handoff.

Your data stays yours

Least-privilege access, no training on your data, and a clean handoff of everything we build.

In their words

What working with us feels like.

Illustrative of the outcomes we build toward — not real client quotes, while we’re still gathering them. Every card is marked.

It just works. We stopped thinking about it — tickets get handled, and we only see the ones that actually need a human.
IllustrativeHead of Support · B2B SaaS
Book a call

Tell us what’s slowing you down.

A 30-minute call, no obligation. We’ll tell you honestly whether AI is the right fix — and if it is, exactly how we’d build it.

  • A straight answer on whether AI fits your problem
  • A rough scope, timeline, and price range
  • No pressure, no jargon — just a useful conversation
Book a call Available for new projects

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Tell us a bit about the project — we reply within a day.