Autonomy for
every business.
We model how your company operates. Then build AI systems that run it better.
Trusted by
Our software powers AI-driven operational decisions across industries — from the warehouse floor of specialty distributors to the pricing desk of premium consumer brands.
How we run
your business.
From data to decision in three phases. We connect your systems, encode your team's logic, and deploy agents that act on it.
From fragmented to ontologized.
- Your data and knowledge are fragmented.
- We connect your systems & centralize.
- Organize, secure, and ontologize it.
From tribal to encoded.
- We capture and encode your team's knowledge.
- Design agents around any foundation model.
- With memory, skills, and tools that reason across the real world.
From manual to autonomous.
- Your agents deploy, propose, execute and flag exceptions.
- All running on Phantom — our software platform.
- We maintain and improve it so your people can work on what matters most.
In production.
Real workflows we run for customers today.
Insurance verification·Ad spend forecasting·Deterministic ML models·Vendor & PIM automation·Automated reports·Bespoke operator apps
The system.
Five parts, one fabric — built to act, model, ingest, store, and surface.
The operating system. Sits above and across every tool you already run, and makes the whole stack act as one. Ambient by default. Accessible when you want to see inside — for operators, engineers, executives. Every surface rendered for the person in front of it.
The conductor. Orchestrates agents, skills, and memory. Slack, email, iMessage, voice. Proposes first. Acts when trusted.
The map. Every object, relationship, and action in your business, encoded into one ontology — the grammar Marzy reasons over and every surface speaks. Not a schema, a model.
Unstructured data, end-to-end. Pulls structure from chaos — PDFs, emails, spreadsheets, contracts, Slack threads. Makes every artifact searchable as structured knowledge, not keyword matches.
The warehouse. Every structured artifact your business produces, kept in one place — durable, queryable, and ready to power the rest of the system.
Secure.
Your data never touches another client's infrastructure. Ever.
- Per-client infrastructure
- Zero open ports
- Encrypted at rest
- Sandboxed execution
We connect to everything that matters.
Open standards. Any tool. Any model. No migrations, no rip-and-replace, no new system to learn.