How Octave's context graph works

Maintain your GTM strategy like a codebase: structured, connected, and continuously improved. Octave’s context graph operates as a living model that evolves alongside your products, buyers, and market. Every learning updates a shared model, keeping the context your teams and agents rely on current, accurate, and on message.

01
Entity layer: The core components

This is about what you sell (your products, services, and solutions), who you serve (segments and personas), the scenarios you target (use cases, competitors, alternatives, buying triggers), and more.

Together, these entities capture the core context behind your business. This layer is highly extensible and configurable, allowing you to extend the entities and add custom properties to match how you think about your GTM.

Offering
Project management SaaS product
Persona
CMO
Segment
Financial services company
Use case
Coordinate ad campaigns
02
Concept layer: The meaning behind entities

Every entity is decomposed into its atomic concepts: the pains being experienced, concerns being addressed, capabilities being offered, outcomes being desired, etc. Each distinct concept is identified, traced, and given consistent meaning across the graph.

These concepts map the nuanced connections between the entities, and the relationships between pains, capabilities, motivations, and objections across different products, segments, and personas. The relationships are continuously interrogated, looking for evidence to reinforce or invalidate them, grounding every pattern in market truth.

Example
From
Relationship
To
Finance leader· Persona
Experiences
Manual reconciliation· Pain
Manual reconciliation· Pain
Addressed by
Automated matching· Product capability
Automated matching· Product capability
Enables
Faster close· Desired outcome
03
Activation layer: The plan to put it to work

This is where everything comes together into a strategy for winning across the customer lifecycle. Motions define how you go to market: acquire net-new customers, upsell and expand, cross-sell additional offerings, or renew and retain existing business, displace incumbents, etc. Playbooks translate those motions into tactical guidance for specific market and buyer conditions.

Motions and Playbooks tie together all the relevant entities and relationships into a specific and tailored strategy for each unique selling scenario. Your teams and agents get the context to adapt their approach to each opportunity, while staying grounded in the same underlying strategy.

Motion
Win net-new business
Playbook
Building out a cybersecurity team

Self-healing and always yours to shape

Octave continuously learns from every deal, every interaction, and every market shift via the Intelligence Engine. This ensures your context graph is always kept up to date and tested against new evidence automatically. Gaps, contradictions, and outdated assumptions are identified, then suggestions correct and refine the model. Meaningful patterns strengthen your strategy, while isolated feedback stays in perspective.

Shape and extend the context graph as your business changes over time. Add your team’s knowledge, refine relationships, and customize it to reflect how your team works. Your strategy evolves in one connected model, without ever chasing updates across documents and prompts.

01

Suggested updates surface as new evidence challenges or extends your strategy.

02

Authorized teammates approve or reject context edits through MCP or the Octave UI.

03

Significance thresholds distinguish meaningful patterns from one noisy customer.

Learn more about the Intelligence Engine →

Production-ready from day one

Building a context repository is easy. Maintaining it, evolving it, and ensuring it learns over time is a different story. Octave provides production-grade infrastructure purpose-built for B2B GTM teams that want to accelerate and grow faster than the competition.

Version control
Governance
Traceability and auditability
Lifecycle management
Authoring tools
Integration maintenance

Keep your GTM ahead of the market.

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