M.L. Sebastian is now br8n.iothe AI-delivery practice of BMC (Branded Mayhem Collective LLC)

Company Install · Enterprise Tier

Full institutional embed. AI rollout as operating-model change.

PriceCustom · Annual engagementBook →
Duration

12+ month engagement. Quarterly governance + outcome reviews. Multi-year retainer typical.

Who it fits

Companies of 250+ where AI rollout is a real strategic priority. Companies where the existing operating model and the AI infrastructure have to evolve together.

250+ employees. The tier where the install isn’t separable from how the company changes how it works. Twelve months minimum. Custom-priced because the work at this scale isn’t productizable in the normal sense.

How it works

Diagnose. Build. Hand you the keys.

One method, three moves: we map your actual work, build your private brain from it, and hand you the keys — owned, portable, queryable from anywhere.

We map your actual work — the tools, the gaps, the shape your role needs.

We build your private brain from it — your corpus, indexed and queryable.

It's yours. Reach it from any LLM, at your own subdomain. You own it.

A brain per person. One that ties them together.

Every employee gets a portable brain — and a shared Company Brain holds what the org knows.

  1. Each person gets their own private, searchable brain built from their real work — theirs to keep, portable when they move on.

  2. Institutional knowledge — process, decisions, history — in one brain every tool can query, always current, nobody maintaining it.

  3. READ, WRITE, ACT gates and access rules on who can query what. You own the deployment — it doesn’t walk out the door with anyone.

Why Enterprise is custom.

At 250+ employees, the install stops running alongside operations. It becomes part of how the company changes its operating model.

  • The real work is structural, not technical. The architecture is necessary infrastructure, but the real work is in the slower changes: how decisions get made, how knowledge moves between functions, how leadership transitions happen without losing institutional memory.
  • No two operating models match.The architecture decisions are the same across engagements; the deployment, change management, and integration with the company’s broader strategy can’t be packaged into a SKU.
  • Pricing is phased to delivery. It ranges from low six figures to mid seven figures. Most Enterprise engagements run as multi-year partnerships with phased payment tied to phased delivery and outcome milestones.

Every Enterprise install is custom because the work at this scale is custom. No two five-hundred-person companies have the same operating model.

What an Enterprise engagement covers

Six layers of partnership.

  • Architecture at scale

    Multi-tenant platform, cross-department rights, 200–1500+ enrolled brains deployed in waves across 12–18 months. Function-tier skill libraries.

  • Operating-model integration

    AI rollout connects to broader change initiatives. Reorgs, new departments, M&A absorption — the install becomes part of the operating model.

  • Executive partnership

    Direct C-suite working relationship. Monthly executive briefings. Standing seat at the operations committee.

  • Custom skill development

    Not generic role-tuned skills. Custom skills tuned to your specific operating practices — your sales stages, your artifacts, your way.

  • Internal capability transfer

    1–4 person internal team trained and embedded. By engagement end, the company has both the system AND the capability to evolve it.

  • Strategic advisory layer

    Quarterly reviews of where AI infrastructure should evolve next. Macro-trend reads. Separate from operational care; sits at the strategy table.

Enterprise starts with a discovery quarter, not a contract

Q1 is bounded. The full commitment lands after.

First quarter (discovery + architecture + executive alignment) produces a detailed scope before any multi-year contract is signed. You see the work product first.

How a 12+ month engagement runs

Four quarters to operating-model integration.

  1. Q1

    Discovery + alignment

    Executive interviews. Operating-model mapping. Compliance scoping. Multi-tenant architecture designed. Pilot dept selected. Executive sponsorship locked.

  2. Q2–3

    Pilot + wave one

    Pilot depts deployed first. Wave-one (3–6 depts, 60–200 brains) rolled out in parallel. Internal capability team begins embedding.

  3. Q4

    Wave two + steady

    Remaining departments. Cross-department rights fully activated. Governance contract finalized at executive level. First annual outcome review.

  4. Y2+

    Strategic partnership

    Ongoing evolution. New capabilities quarterly. M&A absorption. Internal team takes full ownership; our role evolves to strategic advisory.

Who runs Enterprise engagements.

We do, personally, as the primary partner.

  • A small, named senior team.The deployment work is supported by a small team brought in for the engagement — typically 2–4 senior practitioners across architecture, compliance, change management, and skill development. We don’t run two Enterprise engagements at once. The team is named before contract.
  • Cloudflare for architecture at scale.The platform underneath the brains is Cloudflare’s enterprise infrastructure, with direct support relationships for novel deployment patterns.
  • Specialists for heavy compliance.For SOC 2, HITRUST, or FedRAMP-adjacent work, we bring in specialists who’ve done the specific work before. The team is calibrated to the engagement; you don’t pay for capability you don’t need.

Who this is for

Named by role.

What’s included

In the price.

Common questions

Asked, answered.

Start with the Diagnostic Call.

Enterprise engagements start with a 30-minute Diagnostic Call to determine whether the engagement is the right shape, followed by a longer institutional discovery phase. You don’t commit on the first call — you see what discovery produces first.