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OMNI

Turn intent into product strategy.Then execute it on AI rails.

Coherent AI and human execution from decisions to verified outcomes.

learn.omni3.ai2026c@omni3.ai
OMNI02 · THE PROBLEM

Product strategy lives in people and decks if at all.Code happens at AI speed. The gap is the cost.

01
95%
of employees cannot state the strategy
What exists is OKRs and decks, if at all.
KAPLAN & NORTON, HBR
02
Incoherent
product delivery
Strategy changes. The code never finds out.
EVERY PILOT WE HAVE RUN
03
$2.41T
a year
Wasted on misaligned reqs, before AI.
CISQ 2022
AI is making it worse. More code and more backlog at machine speed, none of it tied to strategy.
learn.omni3.ai — c@omni3.ai
OMNI03 · HOW WE KNOW

Companies already pay $590B a yearto hold product delivery together by hand.

01
$590B
paid a year, by hand
Consultants, PMOs, and Agile coaches.
DELIVERY SERVICES SPEND
02
Not scalable
humans coordinate inefficiently
Meetings, lists, and decks stand in for it.
HOW THE GAP GETS FILLED
03
Not reliable
and it never persists
People leave, tools change, the gap reopens.
WHAT HAPPENS NEXT
The market already pays for coherence. It buys it as labor, and labor does not persist.
learn.omni3.ai — c@omni3.ai
OMNI04 · THE SOLUTION

We model your product strategy as a graph.OMNI runs it on AI rails as one coherent system.

01
Strategy
set with you, falsifiable
Most have none. We model it with you.
SCOPING METHODOLOGY
02
Graph
your strategy, mapped and connected
Problems, decisions, and OKRs, all linked.
INTENT MAP
03
Rails
execution tied to strategy
Runs on your current stack.
SYSTEM MODELS
Not a report about coherence. The infrastructure that maintains it.
learn.omni3.ai — c@omni3.ai
OMNI05 · THE USER EXPERIENCE

Most of the work happens before the code.That is the point.

Albert Einstein
“If I had an hour to solve a problem, I’d spend fifty-five minutes thinking about the problem and five minutes thinking about solutions.”
EINSTEIN
01
Audit
READINESS AUDIT
Which docs, OKRs, and requirements can drive AI.
02
Diagnose
SCOPING METHODOLOGY
Settle the problem before any solution.
03
Set strategy
INTENT MAP
Your strategy becomes a living graph.
04
Model your delivery
SYSTEM MODELS
How you deliver, as a system. Reqs hardened.
05
Execute on rails
EXECUTION ENGINE
Agents ship inside the rails, every step traced.
Good inputs make good AI outputs. The fifty-five minutes are what the agents run on.
learn.omni3.ai — c@omni3.ai
OMNI06 · THE PRODUCT

Your strategy as a living graph.Your delivery on one map.

MODEL YOUR STRATEGY
The Intent Map
Your product strategy as a living graph: the problem, the decisions, what would prove you wrong.
EXECUTION ON RAILS
The Product Map
Every feature, story, and test tied back to the objective it serves, with drift and intent measured live.
The product map: objectives flowing to features, user stories, and tests
learn.omni3.ai — c@omni3.ai
OMNI07 · HOW WE BUILD IT

We build your product from laws, not lists.Physics brings your features to life.

OMNI is a system model factory. We use our models to build yours.
Blueprint of an intent map, a strategy graph with one route drawn heavier to a marked solution
The Intent Map Model
Your strategy, encoded as a graph.
Blueprint of a decision graph, one route drawn heavier to a signal
The Decision Model
What it means for something to bind.
Blueprint of two actors on one track, their trails converging
The Collaboration Model
Every change reaches the work it affects.
Blueprint plan of guideways and stations with actors and their trails
The Open-World Model
Every actor sees the world it works in.
SPECIFY THE PHYSICS. DERIVE THE MECHANICS.
learn.omni3.ai — c@omni3.ai
OMNI08 · OMNI BUILDS OMNI

We build OMNI with OMNI.No human in the execution loop.

Every AI platform gives you intelligence. None wires it into a system and holds it accountable.OMNI is the harness that holds delegated agents accountable through four engineered layers.

ANY AI PLATFORM · LOOP ENGINEERING
OMNI · GRAPH ENGINEERING
LOOP ENGINEERING · EVERY OTHER PLATFORM
Agents loop until the output looks done. A human checks every step.
GRAPH ENGINEERING · OMNI
Agents run on the decision graph. Nothing ships without a reason.
learn.omni3.ai — c@omni3.ai
OMNI09 · COMPETITIVE ENVIRONMENT

Everyone syncs your tools and aggregates lists.We model your delivery with decisions as data.

WHAT WE KNOW THEY DON’T
01
Decisions
Data, not tickets. Durable state, not notes.
Leaders decide async, the system carries it.
DECISION GRAPH
02
Diagnose
We diagnose before we execute.
They start at requirements, we at the problem.
SCOPING METHODOLOGY
03
Accountable
Raw LLMs are not senior professionals.
Graph engineering, not loop engineering.
BEHAVIORAL CONTRACT
8090 raised $135M to govern code generation. We model the delivery and govern the decisions above it.
learn.omni3.ai — c@omni3.ai
OMNI10 · WHAT TO EXPECT

Value in week one.Transformation in 90 days.

WEEK 1 · GAIN CONTROL
You can see real strategy.
Readiness audit of your docs and OKRs.
The problem settled, every claim testable.
Your intent map set, with you.
MONTH 1 · REDUCE RISK · SAVE TIME
Everything ships from intent.
Your delivery modeled as a system.
Work runs on rails across your stack.
A change propagates in minutes.
QUARTER 1 · SAVE MONEY · GROW REVENUE
Every outcome traces to its decision.
Cycle times down up to 90%.
Fewer meetings, less rework, more shipping.
Leadership steers async and can prove it.
WEEK ONE · MONTH ONE · QUARTER ONE
learn.omni3.ai — c@omni3.ai
OMNI11 · PRICING

One flat plan.AI labor by the hour.

THE SYSTEM
Starter
$1,999A MONTH
Unlimited seats
3 tool connections
10K artifacts a month
100 agent hours a month
BusinessMOST POPULAR
$4,999A MONTH
Unlimited seats
15 tool connections
100K artifacts a month
250 agent hours a month
Enterprise
$19,999A MONTH
Unlimited seats
Unlimited tool connections
Unlimited artifacts
1,000 agent hours a month
THE LABOR
Agent hours
$39AN AGENT HOUR
Beyond included hours
Pay only for work performed
Full audit trail included
Scale up or down instantly
75% savings vs consultants
65% savings vs devs
learn.omni3.ai — c@omni3.ai
OMNI12 · FOUNDERS

Founders are systems thinkers.

Everything in product delivery is connected. Strategy, decisions, and code. Systems thinking maps those connections as system models, so you fix the cause upstream and the work downstream follows from it.

Cyrus Taghehchian
Cyrus Taghehchian
CO-FOUNDER, CEO

Twenty years of enterprise product delivery and management consulting: Deloitte, then Intel, Bank of America, and Cisco. Twice incubated at Science VC. Three exits generating over $300M. Two decades closing the strategy-to-work gap by hand.

30+ MORE
Tangi Vass
Tangi Vass
CO-FOUNDER, CTO

Thirty years of product delivery across engineering, management, and coaching. Early AOL director who shaped how search was built. Founded Whoz, $3M ARR and a $35M Series A. Built Liza, the open-source multi-agent engine at Level 4 of 5 in AI software maturity.

RENAULT20+ MORE
Dr. Alistair Cockburn
Dr. Alistair Cockburn
KEY ADVISOR

Co-author of the Agile Manifesto and a systems thinker at every scale: users, teams, and software. Inventor of hexagonal architecture, the pattern clean codebases are built on. Joined as key advisor, something he rarely does, and is now an OMNI user.

CREATORAGILEHEXAGONAL ARCHITECTURE+3 MORE
learn.omni3.ai — c@omni3.ai
OMNI13 · START HERE

Start with a readiness audit.Most of the work happens before the code.

01
Readiness audit
We read your requirements, tickets, and OKRs and tell you which can drive AI and which cannot.
02
Scoping methodology
We settle the problem before any solution and make every statement falsifiable. Out comes a strategy you can run.
03
Models and rails
We build the system models for your delivery, and execution runs on them across your existing stack.
Talk to us. c@omni3.ai · omni3.ai
OMNI · 2026
learn.omni3.ai — c@omni3.ai