An AI agenda needs management ownership, engineering capacity and a result the finance team can reconcile. Otomat connects the business case to a bounded workflow, adoption and continuing operating review.
Underwritten like an investor. Built like an engineer. Run like an operator.
Start with the budget and operating owner who can authorize the work. A GP software requirement and a company transformation are different engagements.
Operating partner / head of value creation
Sponsor operating agenda
Several companies have AI requests, but management capacity and operating readiness differ.
Budget owner
Sponsor operating or value-creation budget, agreed with the fund; company engineering is scoped separately.
Operating owner
Sponsor operating lead, with a named management counterpart for each company assessment.
What the mandate produces
A ranked mandate shortlist, readiness and dependency map, management working sessions and a common evaluation and reporting method.
Decision / acceptance gate
Select a bounded company program, defer it, use an existing vendor or make a no-build decision. Agree delivery capacity before approval.
Company data remains isolated by default. A sponsor relationship does not grant access to a company’s documents, user feedback or operating records. Cross-company data use needs explicit rights, purpose and authorization.
Before extending a pattern
Confirm the local executive, workflow and finance owners.
Recheck source rights, tenant boundaries, identity and permitted actions.
Reassess integration, review effort, adoption and support capacity.
Accept company-specific tests and results; do not copy another company’s forecast.
Bring the thesis constraint, management owner and current workflow. We will discuss readiness, budget, evidence and a useful next decision. An initial assessment can recommend an existing tool, process change or no build. Timing depends on access, integration and approval.
Engineering capacity, support commitments, vendor costs, client ownership and any outcome-linked fees belong in the agreed scope. A continuing retainer is a defined operating responsibility.
Does a sponsor retainer include engineering for every company?
No. A sponsor mandate scopes prioritization, management sessions and governance. Company engineering has its own budget, capacity, acceptance criteria and accountable management owner.
Can a workflow be replicated across the portfolio?
A reusable evaluation method or public abstraction can inform another company. Data rights, source access, integration, permissions, cost and management acceptance must be requalified separately for each company.
What return should we underwrite?
Begin with the company baseline, full delivery cost and a testable benefit hypothesis. The anonymous evidence here does not establish a realized return. Capacity released, cash savings and EBITDA are separate measures.
