Give every tool a precise understanding of your business.
A model of your business with an ongoing read of your market
Octave is the first GTM context graph to pair with an intelligence engine for self-healing. It’s continuously learning from every deal, conversation, and competitor launch to fine-tune your strategy.
In turn, Octave’s Intelligence Engine captures nuanced insights about your customer interactions and the market, specific to your business. It uses the context graph as a thesis to anchor to as it reads the real world.
Learn from what your market is telling you, every day.
Open by design
Most teams use Octave as headless infrastructure for applications, workflows, and agents. Here are a few things we believe in.
You own your intelligence.
Send intelligence to your data warehouse. Export your full context graph in markdown anytime. Use MCP, APIs, and CLI to access data from all your tools.
We don’t build models on your data.
Octave improves your GTM model through accumulated evidence and reviewed updates, rather than creating a purpose-built model.
Your context should be extensible and auditable.
Add custom objects, properties, and extractors. Inspect intelligence findings and trace changes to context.
Build your advantage, buy the foundation
The best GTM teams are rolling up their sleeves to build agents and AI copilots in-house. But these all need context. Getting context maintenance help from a learning loop is becoming non-negotiable as AI speeds up the pace of product development, both in your company and your competitors.
When you buy a GTM context solution, you free up your builders (and tokens) to focus on perfecting the user-facing workflows that give your company an edge. We see context as foundational infrastructure, in the same way that we wouldn’t vibe-code our own CRM or call recorder.
Here are a few ways Octave is different from most in-house context solutions.
Learning loop
Octave is built to self-heal by analyzing every conversation, deal, and external competitor shifts and market news. Smart thresholds filter noise so you get real, inspectable patterns. Adversarial prompting validates changes.
Built for non-technical teams
Your team can oversee learning loop changes, but they’ll never need to create an engineering ticket or push to git. It’s friendly for non-technical marketing teams who don’t have more than a few minutes per week for ongoing maintenance.
Built for governance
Octave helps you control who can change context, with versioning, user permissions, admin controls, and audit trails. GTM context is directly tied to revenue, so it’s important to have transparency when a person or agent makes changes to it. When more than one person is responsible for context, or leaders need visibility, a production-grade solution helps.
Integration maintenance:
Good context is rooted in the systems around you for richer data. Octave pulls in your company’s data with native integrations — think CRMs, call recorders, Google Drive, Linear tickets, data warehouses, and more. These integrations are one of the easier features to build in-house, but maintaining them over time requires ongoing upkeep.
Precision:
Agents typically struggle to use GTM context effectively. This is because it’s unstructured, subjective, and complex — especially when you have many products, target segments, and sales plays. You need a context solution that organizes it all so it’s truly legible for agents.
When you make agents sort through files, they often can’t judge what’s truly important or related, producing outputs that aren’t precise enough for high-stakes sales and marketing workflows. Octave was purpose-built for GTM from the start. It’s highly opinionated, uses graph traversals to link entities, and maintains the harness with evals and hillclimbing.
Keep your GTM ahead of the market.
