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NOMIDDLE  /  BUILD  /  AI STRATEGY & DEPLOYMENT

CHOOSE THE RIGHT AI MOVES. DEPLOY WHAT CAN CHANGE THE BUSINESS.

AI STRATEGY + DEPLOYMENT · FROM MARKET RESEARCH TO WORKING SYSTEM

OUR INVESTMENT METHODOLOGY

Start with the market. Then decide where AI earns the right to exist.

We approach AI strategy like an investor and an operator. First we determine where the company can grow, where the economics can improve, and where it can build a defensible advantage. Only then do we choose the AI investments.

01 / MARKET STRUCTURE

Find where demand is moving.

Market growth, customer segments, industry shifts, geographic expansion, competitive intensity, pricing, and a defensible TAM, SAM, and obtainable market.

02 / BUSINESS ECONOMICS

Understand how the company really makes money.

Revenue mix, contract size, recurring potential, delivery model, revenue per employee, gross margin by offering, customer concentration, and sales-cycle quality.

03 / OPPORTUNITY MAP

Separate growth plays from efficiency plays.

Identify new products, markets, and revenue pools—then map the workflows where AI can improve speed, capacity, service quality, risk, and margin.

04 / INVESTMENT THESIS

Fund the few moves that can compound.

Score each opportunity, choose build versus buy, sequence the portfolio, assign ownership, establish governance, and stop projects that cannot create measurable value.

THE TWO VALUE POOLS

Grow the business. Improve the economics.

An AI investment should open a credible growth path, create meaningful operating leverage, or do both.

GROWTH + EXPANSION

Where can the company go next?

  • New AI-enabled products and recurring revenue
  • Adjacent industries, buyers, and geographies
  • Faster implementation and a stronger customer proposition
  • Reusable IP that improves differentiation and stickiness

MARGIN + EFFICIENCY

Where can the company produce more with less friction?

  • Automate high-volume knowledge and operating workflows
  • Increase delivery capacity without matching headcount growth
  • Reduce cycle time, errors, rework, and service cost
  • Improve gross margin, EBITDA leverage, and revenue per employee

HOW WE RANK THE PORTFOLIO

Market growthMargin qualityDifferentiationRecurring revenueCustomer stickinessScalabilityExecution risk
STARTING POINT

AI STRATEGY & DEPLOYMENT

Engagements start at $15K/month.

SCOPE AND TERM SET AFTER FIT

Investor-grade market research, growth and margin opportunity mapping, AI investment thesis, portfolio sequence, operating model, governance, deployment, and adoption leadership.

RESEARCH · UNDERWRITE · DEPLOY · SCALE

DEPLOYED AI CASE STUDY · TLT DIGITAL COACH

AI turned executive-development IP into a digital coach used by multinational consulting firms.

We used AI to turn TLT’s leadership methodology into a personalized executive coach now used inside multinational consulting firms. The product learns how each leader thinks, builds an individual development profile, and turns that context into specific, ongoing coaching.

TLT Digital Coach product screen for ranking personality traits
01 / BUILD THE LEADER MODELRank the Big Five traits that shape the coaching experience.
TLT Digital Coach product screen for selecting positive personality descriptors
02 / PERSONALIZE THE COACHAdd the strengths and shadow descriptors that make the guidance specific.
TLT Digital Coach product screen showing a personalized executive coaching conversation
03 / COACH IN THE FLOW OF WORKAsk real leadership questions and receive contextual guidance, prompts, and audio.

THE TRANSFORMATION

A limited expert methodology becomes an enterprise product: personalized, repeatable, multilingual, and available whenever a leader needs it.

See TLT Digital Coach →

MAKE AI A BUSINESS MOVE. NOT A SIDE PROJECT.

Send the growth ambition, the operating constraints, and the AI ideas already in motion.

robbie@nomiddle.com