Can you change what gets built?
10x FDE Masterclass
Outcome Leadership for FDEs
10x FDE Masterclass | Proprietary
You Have Sixty Seconds
The COO turns to you: "We've spent six months and $2M building this. The model works. So why isn't it changing how we make decisions?" What do you say?
Take sixty seconds. Write it down.
Every FDE in this room will reach for a technical answer. The ones who don't — are the ones who get invited back.
10x FDE Masterclass | Proprietary
Why you are called Forward Deployed Engineer?
Industry didn't call it AI Engineer. Not ML Specialist. Not GenAI Developer.
The answer changes how you see the entire role.
10x FDE Masterclass | Proprietary
But read the first two words again.
"Forward Deployed" never meant write the code.
It meant own the ground. Own the outcome. Own what happens after you leave.
10x FDE Masterclass | Proprietary
The market taught you to become a better AI Engineer.
RAG. Evals. Agents. Harness.
It didn't teach you to become the forward deployed.
Technical excellence is necessary. It is no longer sufficient.
10x FDE Masterclass | Proprietary
FORWARD DEPLOYED = OWN THE OUTCOME
That's the link everyone misses.
The scarce half of the title was never the engineer. It's The Outcome Builder.
10x FDE Masterclass | Proprietary
+729%
Forward Deployed Engineer job listings rose 729% in a year.
The FDE role is expanding. The premium will move upstream.
As AI makes execution cheaper and faster, scarce capability moves toward business decisions, measurable outcomes, and higher-value client relationships.
US listings, 643 → 5,330 · Apr 2025–Apr 2026 · Indeed
10x FDE Masterclass | Proprietary
You are the most technically capable person in the room.
And you are not changing what gets built.
You built the model.
They decided not to deploy it.
You wrote the technical playbook.
It sat in a deck nobody acted on.
You were in the room.
You were not in the decision.
Technical excellence without decision altitude is invisible to leaders.
10x FDE Masterclass | Proprietary
A brilliant multi-agentic system without adoption is just expensive failure.
You built the future. Nobody changed how they work.
Analysis
You mapped the problem and proved the case.
Decision
The right people haven't committed to act.
Commitment
Nobody owns the rollout. The timeline keeps slipping.
Outcome
The system exists. The behaviour hasn't changed. The value never landed.
Being right is table stakes. Being acted on is the job.
The ceiling isn't technical.
10x FDE Masterclass | Proprietary
The ceiling isn't technical. It's decision altitude.
Technical Expert
Answers the question. Delivers the recommendation. Waits to be asked back.
Business Advisor
Connects technical work to business impact. Speaks the language of the room.
Outcome Leader
Frames the decision. Drives commitment. Stays until the outcome moves.
Trusted Partner
Gets invited to the harder problem. Shapes what gets built before the brief is written.
Technical expertise, aimed at outcome-led decisions.
10x FDE Masterclass | Proprietary
What changes when an FDE owns the outcome?
Typical FDE
Builds what's asked
Recommends and waits
Completes the engagement
Moves to the next account
10x FDE
Shapes what gets built
Drives until it's decided
Stays until the outcome moves
Gets invited to the harder problem
That is the economics of becoming a 10x FDE.
10x FDE Masterclass | Proprietary
If the outcome disappears when you leave, you didn't build capability.
PILOT
It works because I am here.
SCALE
It works because the system can carry it.
What survives when you leave a client or a programme?
10x FDE Masterclass | Proprietary
Sample Decision — Two Executives. Both Certain.
The Setup
The CIO and COO are both certain. Both could be wrong.
Operating costs are rising. Service is slowing.
The CIO wants a new platform. The COO wants better process. Neither has evidence.
One Week to Test
"What evidence would make you abandon it?"
Authority is not evidence.
CIO
Fragmented systems.
COO
Broken process.
10x FDE Masterclass | Proprietary
The 10x FDE is build on our proprietary Outcome Advantage Operating System
Seven arcs describe how the work moves. Four behaviours describe how the FDE operates. One outcome defines whether the work mattered.
NORTH STAR
Improve the customer's business outcome.
7 ARCS
Discover → Diagnose → Value → Influence → Transform → Scale → Compound
4 BEHAVIOURS
Reframe → Quantify → Expose uncertainty → Stay past the decision
4 COMPOUNDING OUTCOMES
Solve → Enable → Institutionalise → Compound
The arcs are the system. Outcome leadership is the point of the system.
10x FDE Masterclass | Proprietary
How to Build a Business Case the CFO Can't Dismiss
"A number nobody decomposes is a number nobody defends."
Causality, not correlation.
Show which action drove which saving — not that two things moved together.
Wrong: "AI teams are 30% more productive." Right: "Removing manual triage from 3 workflows cut 1,200 hours/month."
Baseline + evidenced target.
Name the starting point and the mechanism. Without both, it's a guess dressed as a forecast.
$4.2M support cost today. Target $2.8M — 40% Tier-1 reduction, validated on 6 weeks of ticket data.
Driver-level evidence.
If you can't name the unit that moves the number, you can't defend it.
18,000 tickets × 4 min × $11/min = $1.39M.
The goal is not a big number. It is a defensible number.
10x FDE Masterclass | Proprietary
10x FDE = ALTITUDE × COMMIT × REINVITATION × REUSE
ALTITUDE
Higher-value decisions
COMMIT
Recommendations that convert to action
REINVITATION
Higher-order customer questions
REUSE
Repeatable advantage
No single move makes you 10x.The value compounds when each advantage reinforces the next.
10x FDE Masterclass | Proprietary
Most Programmes Give You Notes. This One Gives You Ammunition.
What most programmes leave you with
Notes you won't open in a week
Frameworks without a home
Good intentions, no mechanism
The insight was real. The change wasn't.
What you leave the 10x FDE Masterclass with
Practice Baseline
- Current AI maturity, decision gaps and value leakage — mapped before day one.
Value Pack
- A structured, quantified value case for one live initiative — ready to present.
Decision Ledger
- A running record of decisions, evidence and outcomes — yours to keep.
You leave able to change what gets built — not just describe how you would.
10x FDE Masterclass | Proprietary
Built for the technically excellent who are ready to operate at a leadership level.
FDEs
Forward Deployed Engineers ready to own higher-value customer decisions.
AI Solution Engineers
Technology leaders moving beyond solution design into business outcomes.
GCC AI Squads
Teams moving from delivery capacity toward decision ownership.
Technology Architects & Experts
Deep specialists ready to translate expertise into executive-level influence.
Software Engineers
Engineers who want their technical depth to shape what gets built — and why.
Client-Facing Technology Consultants
Professionals who sit with customers and want to operate at greater decision altitude.
10x FDE Masterclass | Proprietary
Built from the large scale agentic transformation practice.
Years Experience
Across strategy, product, technology and enterprise AI transformation.
Agentic Transformations
Delivered first-hand, successes and failures alike.
Elite Firms
Google, Bain · BCG · DellEMC — spanning strategy, transformation and enterprise architecture in AI & Data.
Led by Manmath Sahoo. A practitioner-built leadership operating system.
10x FDE Masterclass | Proprietary
Built at the intersection of four worlds.
CONSULTING PRACTICE
Decision rigor, structured problem solving, and evidence discipline developed through top-tier strategy work.
FRONTIER TECHNOLOGY
Hands-on experience with leading and executing enterprise AI and agentic transformations.
FIELD EXPERIENCE
A methodology built around consequential customer decisions — not classroom theory.
RESEARCH INTELLIGENCE
Insights drawn from real deployment failures, industry patterns, and what separates scale from those who stall.
An Operating System.
10x FDE Masterclass | Proprietary
The 4 Capabilities You Leave With
REFRAME
See the decision behind the request.
Before: 'They want an AI chatbot.' After: 'They want to reduce escalations by 30%.'
QUANTIFY
Make value explicit and defensible.
Before: 'This will improve efficiency.' After: 'This reduces Tier-1 volume by 40% — saving $1.4M.'
EXPOSE UNCERTAINTY
Know what would change your mind.
Before: Presenting the answer. After: Naming the assumption that could break it.
STAY
Remain engaged until the outcome moves.
Before: Handing over the recommendation. After: Being in the room when the decision is made.
From build → decision → business outcome.
10x FDE Masterclass | Proprietary
10x FDE
Stop being the FDE who only delivers the agents.
Become the FDE who builds the outcome.
Bring one real client problem. Leave able to change what gets built.
What outcome will you lead next?
10x FDE Masterclass | Proprietary
You can build anything.