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NOMIDDLE  /  BUILD  /  FORWARD DEPLOYED ENGINEERING

A SENIOR FORWARD DEPLOYED ENGINEER EMBEDDED WITH THE BUSINESS. FROM OPPORTUNITY TO PRODUCTION.

Robbie Abed personally leads the strategy, product decisions, engineering, and deployment, backed by NoMiddle’s team of engineers. The work stays close to the business and accountable to the senior forward deployed engineer leading it.

MARKET RESEARCH · PRODUCT STRATEGY · HANDS-ON ENGINEERING · ENTERPRISE DEPLOYMENT

ENTERPRISE BUILDS · LED BY ROBBIE

Three systems. Architected and deployed in enterprise environments.

Each began with a real business problem and became production technology used by enterprise users. Robbie leads the architecture and deployment, bringing in the right NoMiddle engineers to build and improve each system.

SOMANYLEMONS · PRODUCTION PRODUCTA relationship-growth platform used by enterprise insurance brokerages.
TLT Digital Coach product showing a personalized executive coaching conversation
TLT DIGITAL COACH · PRODUCTION PRODUCTAn AI executive coach deployed across large multinational consulting organizations.
ENTERPRISE MCP · PRODUCTION ARCHITECTUREA governed Claude-to-SAP HANA architecture built for a PE-backed food distributor.

Sales, service, finance, operations, and purchasing can query approved ERP data in plain language while identity, permissions, and audit controls remain intact.

HOW ROBBIE CHOOSES WHAT TO BUILD

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

Robbie approaches every build like an investor, operator, and engineer. First he determines where the company can grow, where the economics can improve, and where it can build a defensible advantage. Only then does he choose the AI investment and begin engineering.

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
DIRECT, HANDS-ON ENGAGEMENT

FORWARD DEPLOYED ENGINEERING (FDE)

Engagements start at $15K/month.

LED AND ENGINEERED BY ROBBIE ABED

Market and business analysis, product thesis, architecture, prototyping, production engineering, enterprise deployment, adoption, and continuous improvement, led by the same senior forward deployed engineer.

UNDERSTAND · DESIGN · BUILD · DEPLOY

WORK WITH THE ENGINEER. SHIP THE PRODUCT.

Send the business problem, the systems involved, and the outcome the product needs to create.

robbie@nomiddle.com