AI & automation

AI systems that perform real business work

AI copilots, RAG, document processing, voice AI, transcription, structured outputs, CRM workflows, and browser automation.

Fund one phase at a time

1

Define the milestone

Deliverable, price, timeline, and acceptance criteria agreed up front.

2

Fund one phase

You fund only the active milestone, not the whole project.

3

Review working progress

A staging URL, test build, demo, or recording - real running software.

4

Approve & continue

Release payment, then define the next phase.

What this solves

You want AI that does real work, not a demo
You need RAG over your own documents and data
You need voice, transcription, or structured extraction
You want automations wired into your CRM and tools

Built in production

Real-time AI sales copilot

Audio capture, streaming transcription, RAG script guidance, a compliance guardrail that runs before the model, and low-latency suggestions.

Anonymized. Real system with real users, uptime targets, and money moving through it.

Technologies

Python Node.js TypeScript RAG LLM APIs Vector DBs Twilio Deepgram Browser automation

Questions

Will the AI actually be reliable? +

It is built with guardrails, structured outputs, and evaluation - not a raw prompt. The goal is a system that does dependable business work, not a party trick.

How do we start without a big commitment? +

You start with one clearly defined milestone - often a technical audit, architecture, or a first working slice. You review real progress before funding the next phase. No large upfront payment.

Who actually does the work? +

Our founder reviews every project and handles suitable engagements directly. When a project needs extra capacity or a specific specialty, a vetted ZeroCut engineer is matched in based on technical fit, budget, timeline, and availability - you are always told who is doing the work, never left guessing.

Tell us what you need

A senior engineer reviews every submission and replies with how we would approach it.

No large upfront payment. You fund one milestone at a time. Prefer the full form?

Not ready to write it all up?

Book a short technical call and we will talk it through - before you spend a dollar.