Who does Omnihash work with?

We work with startups, SMBs, and enterprises investing seriously in a product. We're a senior, founder-led boutique software firm, so you work directly with the engineers building it — no account managers or hand-offs.

How much does an AI, MVP, or cloud project cost?

Engagements are project-based or a monthly retainer, scoped to your goals. We focus on production-grade work rather than the lowest bid, and most clients are funding a real product. We give a clear estimate after a short scoping conversation.

How quickly can you ship?

It depends on the project and scope — from a few days for a focused build, to weeks, to over a month for a larger platform. As one data point, we took a production-grade AI agent platform from zero to live in a month.

Can you add AI to our existing product?

Yes. We wire LLM features, RAG, and agent systems into existing products and stacks — not just greenfield builds.

Do you work with companies outside Chicago?

Yes. We're based in Chicago, IL and work with clients remotely across the US and worldwide.

AI Agents · Platform

A production AI agent platform, zero to live in a month

A custom, production-grade AI agent platform built from scratch and shipped to production in one month — after a previous team spent 8+ months and shipped nothing.

AI AgentsLLMsFull-StackCloud

The problem

A company had spent more than eight months with a previous team trying to build an AI agent platform, and had nothing in production to show for it. Scope had sprawled, the architecture hadn't settled, and confidence was gone. They needed a working, production-grade system — quickly — and a team that could make decisions and ship.

Our approach

Cut scope to the smallest platform that could actually run real agent workloads in production, and sequenced everything else behind it.
Designed the agent runtime, orchestration, and supporting services as one system rather than a pile of disconnected prototypes.
Built full-stack — UI, APIs, agent execution, and cloud infrastructure — with review discipline kept intact even at speed.
Deployed to production cloud infrastructure and handed over a system the team could operate and extend.

Outcome

Zero to live in production in roughly one month.
A maintainable, production-grade platform where eight months of prior effort had produced nothing shippable.
A clear, extensible architecture the client's team could build on.

Have a similar problem?

Tell us what you're building. We'll reply with how we'd approach it.

Start a Project

Anonymized at the client's request — sector and outcomes are real, identifying details removed.