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Your AI Operating Partner

Your AI Operating PartnerYour AI Operating PartnerYour AI Operating Partner

We help mid-market companies ($20M - $300M in revenue) deploy Anthropic's models to rethink existing workflows.

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What we do

FireStart

Manage & Compound

Build & Ship

Two weeks. The CEO and your domain leads in the same room. We pick ONE domain, map the current-state workflow, and reimagine it clean-sheet. What would this look like if Claude were the default operator? You leave with a deployment plan and three domain use cases.

Why it matters: most AI initiatives die in discovery. Ours don't, because FireStart isn't discovery, it's design.

Build & Ship

Manage & Compound

Build & Ship

Thirty days. We stand up the supporting environment for your agents (a.k.a. "agent harness") on Azure Foundry or AWS Bedrock based on where your data lives. We integrate Claude with your source systems. We ship your first two production agents.

Why it matters: harness selection is the single highest-leverage decision in your AI deployment. Pick wrong and you're rebuilding in 18 months. 

Manage & Compound

Manage & Compound

Manage & Compound

   Every month, ongoing. An assigned strategist. Five Outcomes per month, each one a new agent, integration, or skill shipped to production. Quarterly governance review. Your skills library compounds. Every investment adds reusable capability your team owns.

Why it matters: AI transformation isn't a project. It's an operating model rewire. We stay in the room.

Who this is for

 We work with companies in the $20M–$300M revenue band who are:

  •  Founder-led or family-owned, where the CEO can pick a domain and commit
  • Restructuring — shrinking, growing fast, or carving out from a larger parent — and need to rebuild the operating model
  • Microsoft-leaning but want Claude's reasoning depth (we deploy Claude inside Microsoft Foundry — best of both)
  • Tired of $500K consulting engagements and 30-person AI committees



How we're different

 Monthly subscription with outcomes, never a one-and-done engagement. We win when you compound. 

Talk to Us

Anthropic-only

 We don't switch between models. We pick Claude, commit, and build deep because mid-market needs focus, not optionality. 

Fractional, not bloated

Single strategist + on-demand engineering bench. Same output as a 15-person SI team, priced for a $50M company. 

Outcomes, not hours

Monthly Outcomes are the unit of value — agents shipped, skills built, integrations live. You never wonder where the time went.

Pricing transparency

 Engagements start at $10,995/month for the managed AI Operating Partner subscription, which includes 5 monthly Outcomes. FireStart onboarding ($5,000) billed separately. 


Yes, we publish a starting price. That's part of why mid-market CEOs talk to us.

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FireLite AI

© 2026 FireLite AI. Your Mid-Market AI Operating Partner. Anthropic Claude, deployed and managed. 


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