New: the AI Business Case Calculator. Two numbers before you fund anything.  

Fractional Chief AI Officer for private equity

AI that pays for itself, with the numbers to prove it.

For PE operating partners and portfolio company CEOs. I find the one workflow where AI pays, put a value and a monthly run cost on it, then build the first version inside your environment.

Sample output

From the calculator

What it is worth
$28,600 per month
What it costs to run each month
$2,432
Example: invoice exceptions, 4,000 per month, 11 minutes each Computed by the calculator's own model. Its defaults fill the rest: $65 loaded cost per hour, 60% of the step, 18,000 tokens per run. An estimate, not a quote.

Credentials

  • Claude Certified Architect (CCA-F)
  • Published working paper, Zenodo 2026
  • 3x founder
  • 2x CTO
  • U.S. Air Force veteran
  • Claude in production in regulated environments
  • A governed Claude platform for a private equity portfolio

The numbers

numbers every AI decision needs: value and run cost
2
workflow at a time, the one that pays
1
slides required to see it run
0

What I do

01

AI Review

A CEO or board that has been asked for an AI plan.

A business case, a run-cost forecast, a ranked roadmap, and a written recommendation on what not to build.

30 days.

How it works → Book 30 minutes

02

Fractional Chief AI Officer

A company that needs an AI executive at the table now and is not ready to hire one full time.

An AI strategy tied to your P&L, the first production system live with its run cost known, governance your board can sign off on, and a team that can carry it forward without me.

Monthly, reviewed each quarter.

How it works → Book 30 minutes

03

Diligence Advisory

Boards, investors and operating partners who need an independent read before the money moves.

An independent view of an AI plan, a vendor or a portfolio company's claims, the diligence questions that separate a working system from a demo, and a portfolio map of where AI creates value and where it burns cash.

Monthly, with a standing seat at the review.

How it works → Book 30 minutes

The LatentAxis standard

  1. 01

    Two numbers before any build

  2. 02

    Built inside your environment, not a vendor's

  3. 03

    Measured monthly against the number we promised

  4. 04

    You keep everything: code, model, and the figures

How it compares

Full-time CAIOConsulting firmFractional CAIO
Cost model Salary, bonus and equityProject fees for a teamMonthly retainer
Time to first result Months, after the searchAfter the assessment phaseWeeks, on one workflow
Who builds A team still to be hiredA delivery team you rentThe person who advises
What you keep A permanent executiveA report and a roadmapA running system and its numbers

Where it pays

Private equity portfolios

  • Portfolio platform: one governed platform across the companies, with value tracked company by company.
  • Fund reporting: one view of what each program returns and what it costs to run.
  • Handover: each company's own people run the system after the build.
Book 30 minutes

Healthcare

  • Long documents: answers cited to the exact source page, with a refusal when the source is silent.
  • Operations: repetitive manual work taken off the team that carries it.
  • Regulated deployments: documentation ready for the questions examiners ask.
Book 30 minutes

Financial services

  • Statements and invoices: read at volume, with structured data sent to the accounting system and an audit trail.
  • Underwriting and screening: consistent scoring, with every score traced to the signals behind it.
  • Exceptions and anomalies: flagged in the daily record flow before a person has to look.
Book 30 minutes

Industrials and services

  • Quote requests: a photo identifies the equipment, so the request arrives ready to price.
  • Customer messages: fewer clarifying rounds before the work is scoped.
  • Manuals and contracts: less time searching, with each answer cited to its page.
Book 30 minutes

Built for regulated environments

Your data stays in your tenant

The first version is built and run inside your environment, under your access controls.

Governance and audit trail on every output

Accountability, data boundaries and audit trails are designed in before the first workflow ships.

No confidential figures leave the engagement

Your numbers stay yours. Case studies on this site describe system design and omit client-confidential detail.

Entity, insurance and vendor documents available on request.

LatentAxis LLC, Phoenix, Arizona. Ask and I will send what your vendor review needs.

Request documents on a call →

Two numbers. Then we build.

Thirty minutes to find the workflow. No deck required.