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Demand Planning

Turn Volatility into Synchronized Decisions at Enterprise Speed

o9's Digital Brain connects data, tribal knowledge, and decisions across supply chain, commercial, and finance — so you can sense early, simulate fast, execute confidently, and learn continuously.

  • Early risk sensing
  • Rapid scenario planning
  • Cross-functional alignment
  • Closed-loop learning
Kroger
Teleflex
Clarios
Bimbo Bakeries
IVECO Group
QXO
Roland
Mango
Bass Pro Shops
Philip Morris
Philips
Fanatics
Kroger
Teleflex
Clarios
Bimbo Bakeries
IVECO Group
QXO
Roland
Mango
Bass Pro Shops
Philip Morris
Philips
Fanatics
Kroger
Teleflex
Clarios
Bimbo Bakeries
IVECO Group
QXO
Roland
Mango
Bass Pro Shops
Philip Morris
Philips
Fanatics

UNLOCKING BILLIONS IN VALUE FOR CLIENTS IN 30+ INDUSTRIES

  • $100M+/year

    Customer Value at Scale

    Bottom-line impact across inventory, COGs, service and productivity.

  • One-day

    Scenario Planning Speed

    Move from days/weeks to hours/meetings

  • 95%+

    Touch-less Execution

    Reduced excess stock and improved cash flow.

what makes it a digital brain

From Planning Tools to a Decision Operating System

Most enterprises have systems of record for transactions — but not for decisions. The Digital Brain is designed to connect strategy, plans, and execution with auditability and continuous learning.
Decision coherence

Synchronize demand, supply, commercial and finance, so the the organization moves as one.

Grounded intelligence

Use an Enterprise Knowledge Graph to drive explainable, auditable, and actionable reasoning.

Autonomous execution

Shift work from manual touches to exception-first operations — while keeping humans in control.

Differentiators

Built for Complexity, Speed, and Trust

Right-fidelity models for enterprise complexity

Model campaigns, NPIs, lifecycles, constraints, and policies — evolve continuously without breaking the system.

Your Decision Memory 
+ Reasoning Engine

The Enterprise Knowledge Graph connects value-chain reality, decision context, learned rules, and connected compute — so AI stays grounded in enterprise truth.

4 layers that make enterprise AI ground and Actionable

  • Autonomous execution

    A living model of products, customers, and plans at the right fidelity.

  • Decision-Context Graph

    Enterprise memory: what was decided, why, by whom, and outcomes.

  • Learned-Rules Graph

    Policies and learned rules that encode what works under which conditions.

  • Connected-Compute Graph

    Triggers the right analytics and recomputes only what changed.

A Guide to the o9 Enterprise Knowledge Graph

The o9 Enterprise Knowledge Graph (EKG) is a four-layer, closed-loop system designed to transform how enterprises plan, decide, and execute.

Neuro-symbolic AI

Conversational AI, Grounded in Enterprise Truth

o9 pairs large language models with a proprietary Enterprise Knowledge Graph so agents are fluent where they should be — and precise, auditable, and governed where they must be.

Three Stages, One Governed Pipeline

Every interaction follows a structured path: LLMs interpret intent and explain results (~20%), while the Enterprise results (~20%), Knowledge Graph handles the governed reasoning in between (~80%) — constraints, trade-offs, decision rights, and auditable context.

why this architecture matters

  • LLMs don't run the business

    They translate intent and explain outcomes — the conversational layer, not the decision layer.

  • The EKG does the hard work

    Constraints, trade-offs, policies, decision rights, and provenance are enforced through structured enterprise knowledge.

  • Every outcome is auditable

    Decision context, assumptions, and reasoning can be replayed, traced, and governed at scale.

Enterprise-Grade Platform,
with Security Built-in

Built for enterprise IAM and regulated environments

Flexible deployment, robust integration, and end-to-end controls for identity, encryption, audit, and observability — designed for regulated environments.

Identity and access management

SSO, MFA, RBAC, and authorization groups for UI, data, and collaboration.

Data protection

Full audit trails for data updates, schema changes, and decision artifacts.

Auditability

Full audit trails for data updates, schema changes, and decision artifacts.

Observability

Monitoring, logs, and dashboards for services and infrastructure.

See EKG in Action

Discover our platform

Live Demo with an o9 Expert

Get a personalized walkthrough with an o9 solution specialist and see how to drive faster, smarter planning decisions across your enterprise.

Discover the platform

Take a Tour

See how the o9 Digital Brain unifies planning, forecasting, and execution through AI-driven intelligence.

Common questions