The best companies are maximizing AI.
Augment Innovation designs, builds, and operationalizes AI systems for organizations running them in production.
What the research measures
- 56%
- faster to finish a build task with an AI assistant.
- GitHub / Microsoft Research, RCT
- 40%
- less time on professional work, at 18% higher quality.
- Noy & Zhang, Science
- 88%
- of organizations now run AI in at least one function.
- McKinsey, State of AI, 2025
Sized to the operation.
Every engagement is shaped around what you already run: your data, your constraints, your people. Two places to start, and the standard of work does not change between them.
Essential
Individuals and small teams
A local AI brain built on the tools you already pay for. We turn Claude or ChatGPT into a custom agent defined in plain markdown, give it memory of how you actually work, and add the handful of automations worth having. Yours to run without us.
Enterprise
Established operations
The same brain, hosted. Cloud company and user memory, skills, and automations behind a governed Model Context Protocol layer over your own data, so answers come from your operation rather than the open internet, under your access control and monitoring.
Neither tier goes stale. The brain is the memory, the skills and the rules, held separately from the model that reads them, so it runs on Claude or ChatGPT and keeps whatever they release next. You are buying how your business is written down, not a wrapper around one version of one model.
What we do.
Strategy & diagnostics
Locate where machine intelligence pays for itself in your operation, and where it will not.
Applied systems
Design and build production AI systems: models, integrations, interfaces, and the infrastructure underneath.
Deployment & operations
Take systems from pilot to production, with the evaluation, monitoring, and controls to keep them there.
Enablement & governance
Train the people who own the system. Establish the governance that keeps it accountable.
Sectors we work in
- Residential Real Estate
- Commercial Real Estate
- Self Storage
- Multifamily
- Property Management
- Brokerage
- Facilities
- Professional Services
- Operations
How we work.
Diagnose
Weeks inside your operation, not a slide deck about it. We map where decisions are made and what they cost.
Design
A system specified against your constraints: data, latency, regulation, people. Not against a benchmark.
Deploy
Production from the first day: evaluation, monitoring, and fallbacks before the first user touches it.
Embed
We leave behind operators, not dependencies. Your team runs the system; we stay accountable for it.
Evidence over atmosphere.
We measure our work by what it changes in yours: cycle time, error rate, cost, capacity. If it cannot be measured on the floor, it does not ship.
How it is built, live.
Two hours walking through how the system is built and how to point it at your own work, with the templates to take away.
See how it works
The system taken apart and explained live, rather than a slide about what is possible.
Leave with the templates
The markdown that defines an agent, its memory and its skills, yours to point at your own work afterwards.
Set it up yourself
Setup instructions written for your own stack, so it still makes sense on the Monday after the session.