Autonomy for
every business.

We model how your company operates. Then build AI systems that run it better. Trusted by Lulu and Georgia Shakewell Ike Behar 10Mark Holdings YourShot Horizon Dental Lazar & Company

We put AI to work where America's mid-market makes its money, from automating commercial operations to powering the nervous system of the service economy.

How we run
your business.

 Data

From fragmented to ontologized.

Your data is scattered, mislabeled, or siloed across your stack. We connect & centralize it. Organize, secure, and create a semantic layer. Logic

From tribal to encoded.

We capture your team's knowledge. Design agents around foundation models, grounded in your context. Equip them with memory, skills, and tools to reason across the real world. Action

From manual to autonomous.

Agents propose, execute, and flag exceptions. Every correction makes them sharper. Your team handles judgment. Agents handle the rest. Mulholland maintains and improves.

In production.

Real workflows we run for customers today.

MarzyOS.

The system that runs your business. The portal. Dashboards and ontology-powered software that connect every piece of your stack. Built deep for engineers, ambient or bespoke for everyone else. Wherever you need them. Inside the Workbench or out — Slack, iMessage, email, voice. Propose first. Act when trusted. Your ontology. Every object, relationship, and action in your business, modeled as one. Not a schema, a model. The connection layer. How you connect to everything in your business — and how everything in your business connects to your stack. Your data warehouse. Every structured artifact your business produces, secure and isolated.

Secure.

Your data never touches another client's infrastructure. Ever.
  • Per-client infrastructure
  • Zero open ports
  • Encrypted at rest
  • Sandboxed execution
 SOC 2 Type II AICPA · System and Organization Controls Learn more

We connect to everything that matters.

Open standards. Any tool. Any model. No migrations, no rip-and-replace, no new system to learn. UPS FedEx Shopify NetSuite Snowflake Databricks Salesforce Klaviyo Stripe Juniper Square Slack Notion Airtable Google Drive Meta Platforms Anthropic OpenAI Google Gemini xAI