Authority
before automation.
AI that survives the next release. Mesa Group maps decision authority before AI is automated, and builds the automation that follows under the same discipline. Two divisions operate independently. Both produce systems the client owns at close.
01The problem
The gap that fails 85% of AI initiatives.
Published research from MIT and Stanford reports that 85% or more of corporate AI initiatives fail. The failure mode is upstream of the code.
Org charts name people. KPIs and OKRs name targets. Statements of work name deliverables. None of these specifies who owns the authority for an automated decision, what level of autonomy that automation has, where its authority starts and ends, or how it sits inside the existing decision flow.
Without that specification, the automation runs autonomously past the point a human should have intervened. The result is either a wrong decision or an outcome no human approved.
Mesa Group builds the layer that closes the gap.
02The firm
Two divisions.
One discipline.
Mesa Group operates as a service-product firm. Mesa Point maps decision authority. Mesa Built builds the automation. The two divisions are independently engageable. A client engages one without engaging the other. The mapping discipline is shared by both.
Define what AI is allowed to decide.
The mapping division.
Mesa Point produces command charts. The command chart is an org chart extended with decision authority, human-in-loop placement, and agent placement. A board, a CEO, or a CISO reads the command chart and sees how decisions are handled when humans and automations share the work.
Mesa Point Mesa BuiltCustom AI you actually own.
The build division.
Mesa Built builds the automation under Mesa Point's discipline. Decision authority is mapped before any code is written, even when the engagement enters through Mesa Built without a prior Mesa Point engagement. Every build ships transferable. The client takes the deliverable in-house and operates it on their own infrastructure without ongoing dependency on Mesa Group.
Mesa Built03The principles
What governs every engagement.
The principles are not posture. They are operational rules. Every Mesa Point and Mesa Built engagement runs against them. They produce the standard the firm holds.
You own everything we map and everything we build.
Every deliverable transfers to the client at engagement close. Files, mappings, agents, documentation. Nothing is built on a local machine. Nothing requires ongoing dependency on Mesa Group. The default server is Cloudflare. The client owns the deliverable in full.
Mapping and building are independent services.
Mesa Point engagements stand alone. Mesa Built engagements stand alone. A client decides which work fits the situation. The discipline is shared by both divisions; the contracts are not bundled.
We build governance, not tools.
A tool runs. Governance specifies where the tool is allowed to run, who owns the decision the tool is making, and how the boundary holds when the tool encounters its edge. Mesa Group builds the second layer.