Operating Evidence That Fits the Sell-Side Process
A focused, time-bound workstream can help a founder document AI and offshore readiness without creating an open-ended transformation project or colliding with the transaction timetable.
- A focused, time-bound pre-transaction workstream. Three to five weeks. Six diligence-grade deliverables. Independent of any post-close integration.
- Six artifacts that sit cleanly inside the CIM: AI-native org chart, Virtual Employee roster, offshore team plan, joint unit economics, 12-month implementation plan, executive summary.
- Built so a sub-vertical M&A advisor can endorse it before forwarding to a founder. Not a consulting workstream. Not a banker-hostile artifact.
- Three featured composite case studies show what this looks like in production: PE EBITDA via Both Levers, Mid-Market Recap repositioned for revenue multiple, Healthcare RCM ownership vs. dependency.
- Same business. Same hold period. Different Enterprise Value if the category shift lands.
What the Blueprint Produces for Your CIM
Six artifacts. All written for diligence, not for sales decks.
AI-Native Org Chart, Before and After
The function-by-function teardown showing where Virtual Employees absorb routine work and humans hold judgment. The picture a buyer’s operating partner can read in five minutes.
Virtual Employee Roster with Unit-of-Work Pricing
Token-cost ranges per workflow per month. Governance, persistent memory architecture, audit-trail design. The cost-base discipline that lets a buyer model the operating leverage.
Offshore Team Plan Inside the Entity
Role by role, seat by seat. Hiring sequence under COPO (Company-Owned, Partner-Operated), FLEXI, or BOT. The diligence-grade staffing answer to "where does this scale and how fast."
Joint Unit Economics
Token-cost plus per-seat plus combined operating cost across both levers. The CFO’s worksheet, calibrated to the company’s actual numbers.
12-Month Implementation Plan
Calibrated to your transaction timeline. Sequencing, hiring milestones, governance gates. An independent deliverable whether the operator continues with us or not.
Executive Summary for the CIM
One page that sits inside the CIM. Written for the buyer’s investment committee, not for our sales cycle.
What the Blueprint Is Not
Not a consulting engagement. Three to five weeks, fixed scope, paid engagement, picked path.
Not a transformation workstream. There is no Phase 2 dependency on the diligence calendar.
Not a prerequisite to work with us. Operators who already know the path skip the Blueprint.
Not a banker-hostile artifact. The executive summary is written to sit inside a CIM and survive a buy-side operating review.
What Your Founder Walks Out With
A sequenced operating thesis the buyer pays a multiple for, not just an EBITDA lift. The category shift from labor-cost arbitrage to tech-enabled operating leverage is what the buyer's banker tells in the second meeting. Your founder enters the process with that story already proven on operated history, not pitched on projections.
What This Looks Like in Production
Three composite case studies. Two levers in production. Real numbers, range-calibrated to the segment.
EBITDA via Both Levers
30-person backoffice consolidates into 6 humans + 14 Virtual Employees. Per-portco EBITDA expansion of 18 to 22 percent inside eight months.
Read case study Mid-Market RecapRepositioned for Revenue Multiple
Services rollup repositioned from EBITDA-multiple to revenue-multiple narrative inside the buyer's diligence window.
Read case study Healthcare RCMOwnership vs. Dependency
RCM operator built the AI layer inside its own COPO entity. Twelve months later, the institutional knowledge compounded inside the operator, not the vendor.
Read case studyWhy We Wrote a Page for You
The deal moves at the speed you set. Sub-vertical bankers are the deciding voice on whether a pre-transaction operational scope gets funded. We have seen scopes die quietly because the banker filed them under drag, and we have seen scopes accelerate because the banker forwarded them to every founder in their book.
We structure engagements that the second category of banker forwards.
This page was structured against feedback from sub-vertical M&A advisors across healthcare services, specialty finance, and PE-backed services rollups. The framing, the artifacts, and the engagement path all reflect what bankers told us they could endorse vs. what they would file under drag.
For the multiple-arbitrage math behind the thesis, read the Majority Recap AI Strategy post. For why scopes die in the banker's mental drag-test, read The Banker Is the New Buying Committee.
What to Do Next
If you have a founder who is six to twenty-four months from a transaction, here is the path.
Request the Banker Brief.
Three pages. Reads in seven minutes. Designed for the founder, not the banker. Send us a message with your founder context and we will email it the same day.
Request a 30-minute scoping conversation.
We walk through the founder’s situation, scope confirmation, and the kickoff calendar. Three to five weeks from kickoff to deliverable. Our team responds inside 24 hours to schedule.
Watch the Blueprint sit cleanly inside the CIM.
Independent deliverable. Diligence-room defensible.
Built to Compound Enterprise Value
Same business. Same hold period.
Different Enterprise Value if the category shift lands. Your founder enters the diligence room with operated history, not projections.
Roles on a Seller Engagement
Clear boundaries matter more here than anywhere else, because it is your client relationship on the line.
- Your role as adviser
- You own the process, the timetable and the buyer relationships. You decide whether the operating evidence belongs in the CIM, in a supplementary pack, or in management meetings only. We do not contact buyers.
- Management’s role
- They own the decisions and the execution. They give us access to the people who actually run the work, and they validate the findings before anything is packaged.
- Reliable Group’s role
- We produce the operating evidence and the artifacts, on your timetable. If the founder engages us afterward to build, that is a separate conversation held after your process concludes, not during it.
- What we do not do
- We do not run the sale, advise on valuation, contact buyers, or take a position on price. We are not a quality-of-earnings provider and do not substitute for one.
Four Situations Where We Would Tell You No
If any of these is true, recommending this work costs you credibility with your client. We would rather say so than take the engagement.