About BREW212
A forward-deployed AI services firm for the mid-market.
BREW212 deploys proven platform infrastructure into client operations and stays accountable for the outcome. Built for operators in the $5M to $50M band — the businesses the AI labs and the Palantir tier do not serve.
Why this firm exists
Eighty-eight percent of organizations use AI. Six percent capture more than 5% of EBIT from it.
The team works the 82-point gap. Mid-market operators ($5M-$50M) buy AI without strategies. Labs sell tools to existing AI teams. Big-4 firms sell discovery retainers. None deliver operating EBIT.
We embed. We deploy. We measure. We stay until the AI is moving EBIT.
— McKinsey, The State of AI 2025 (Nov 2025)
How the work runs
Forward-deployed, operator-grade, outcome-accountable.
Every engagement starts with an operator-led team inside your operation for two weeks. The team maps the workflow, talks to the people doing the work, and produces a written read of where AI services move the number. From there, the work scopes to a single outcome with a date attached and ships against that contract. Telemetry rides every deliverable. When the outcome lands, your operators take the system, and the team steps back. No retainers. No open-ended advisory. No quarterly reviews of work that should already be running in production.
What the team runs on
Proven platform. Production-tested. Already in operation.
The platform that powers every BREW212 engagement was built and operated through twelve months of production work before the firm opened its doors. Agent fleet, orchestration, deployment infrastructure, the operational backbone — all of it shipped real outcomes against real numbers before any client engagement began. The team operates that platform inside your operation; you get the throughput of work that would otherwise require an internal AI team of ten or more, run by operators who have already pushed the platform through the failure modes that wreck most rollouts.
Track record
Operational throughput
$300K+
shipped against the platform
Operating window
12mo
single continuous run
Agent fleet
11
coordinated agents in production
Peak velocity
1,000+/day
commits at full burn
Human operators
1
running the fleet
Net new hires
0
across the operating window
$300K in named outcomes shipped on the platform our team operates. Now deploying it to your operation.
How clients engage
Named outcomes. Fixed scope. Clean handoff.
BREW212 does not sell retainers. The firm does not sell advisory. Every engagement is contracted against a single named outcome with a date, a number, and a budget attached. The team builds, ships, instruments, and trains your operators. When the outcome lands, the engagement closes — and your team owns the system. If a follow-on engagement makes sense, it gets contracted the same way: a new outcome, a new date, a new number. No subscriptions. No standing meetings. No work that quietly extends past the moment it stopped being useful.