AI systems, engineered to ship.

What we do

We help teams turn ambiguous ideas into working software: applied AI systems, full-stack applications, and the infrastructure that keeps them running. Our consulting is informed by practice — every pattern we recommend is one we have shipped and operated ourselves across a portfolio of in-house products.

Engagements range from short architecture sprints to full product builds, from prototype to production.

Products & projects

Client work

• Qlio

  Consulting engagement: an AI-powered video pipeline that compacts long-form footage into narrative recaps — automated transcription, LLM-directed segment selection, and render, shipped to production on AWS.

In-house products

• Graided

  AI-powered college counselor that matches students with best-fit schools from transcripts, extracurriculars, and campus-culture preferences.

• EdgeFlow

  Local model platform: train small GGUF models, promote winners, and serve them via cloud inference and in-browser WASM.

• Plus1

  An AI friend for your group chat — add a phone number and get a helpful, witty member for plans, games, memory, and vibes.

• PrivChat

  Private LLM chat product with local models, edge delivery, and subscription billing.

• Local Voice Flow

  Local-first voice pipelines for speech-driven applications — no audio leaves the device unless you want it to.

• ChirpTTS

  Text-to-speech experiments and tooling for natural, lightweight voice output.

• Extrudl

  A storefront and product experiment in rapid e-commerce builds.

• MYCL

  A conversational assistant backend with context management and a web client.

• Paralegal

  AI-assisted drafting and research tooling for legal workflows.

• InclusiveHands

  An accessibility-focused project applying AI to inclusive communication.

• Coding Agent

  An autonomous coding agent with a dedicated UI — task planning, execution, and review.

Tooling & infrastructure

• Agent Harness

  Our own agent operations stack: MCP tooling, sandboxed coding agents, CI integration, and an operator cockpit — the factory that builds and verifies our products (and this page).

Work with us

Tell us what you are building. We read every message and reply within a few business days.

Prefer email? Write to hi@myceliumlogic.com.