GTM Engineering

Your strategy will evolve. Build a stack that adapts.

Make every workflow smarter with a source of strategic truth for all your tools.

Launch a new play without a dependency hunt.

Your context is scattered across prompts, markdown files, and text boxes in tools. When your product evolves, market shifts, competitors reposition, or your go-to-market strategy changes, how will you update them all?

No matter what your workflows do, from scoring to ABM to inbound orchestration, Octave provides a missing piece: a rich source of context and real-time intelligence for what you sell, how you sell it, and exactly what moves every buyer and wins every deal.

Buyer evidence and deal outcomes feed a learning loop that informs winning plays and workflows.

Focus with precision scoring.

Fit is more than a number. Know which accounts belong in your market, which are ready for a conversation, and why they deserve attention now.

Custom agents, internal apps, and workflows share Octave’s context and intelligence foundation.

Qualify on fit

Evaluate fit across multiple products, personas, use cases, and business pains.

Detect urgency

Weigh buying signals and previous conversations to understand whether to act now.

Make the score actionable

Give reps a message to lead with and stakeholders to focus on.

Scary good campaigns.

Knowing a fact about a prospect doesn’t tell you why they would want to open a message from you. Build AI-led outbound with thoughtful interactions.

Marketing, sales, and success share current Octave context with agents, automations, and tools.

Adapt the story to every buyer

Adapt your core message to their needs, alternatives, and recent company signals.

Give old opportunities a new reason to engage

Connect past objections and product gaps to what’s changed since the last conversation.

Keep the account book moving

Refresh priorities as accounts show new intent, change direction, or become relevant to a different product.

The new nerve center for AI Ops.

Keep the foundation constant as your agents multiply.

Precision next best action

Bring fit qualification, messaging, and suggested next steps into your CRM, Slack, and any app or agents you use.

Human-in-the-loop

Review any proposed changes to your shared context and set auto-acceptance rules for faster learning loops.

Adapt to the task

Individual agents use workflow-specific context, while always staying grounded in the overall GTM strategy.

Fits your architecture

Use MCP, API, CLI, and data warehouse integrations to connect to any agents and systems you build.

Build the agents and tools that will make a difference.

You know your users. You’re sitting on their first-party data. Invest your engineering time into the agentic touchpoints that use these unique competitive advantages, and that will actually move the needle on your buyer experience:

The rep workflow. The success team portal. The outbound agent.

Each of these workflows needs agent-specific context. Spend time on that. But what you shouldn’t be building and rebuilding is the explanation of what you sell and how you sell it. That’s core infrastructure. There’s a reason teams don’t build their own GitHub or CRM. Build on Octave’s context layer, and spend your time on the experiences that give your company an edge.

Octave supplies shared intelligence to agents and LLMs, CRM, email, data warehouse, and orchestration tools.

Customer spotlight

Airbyte qualifies across three products.

Airbyte qualifies people and accounts across three products and five personas, using nearly 100 signals across product usage, Common Room activity, CRM history, and more. Octave works seamlessly with Airbyte’s data warehouse and sends scores back into Salesforce, Common Room, and an internal sales app.

“Without Octave, we would have had to build an insane amount of infrastructure and stitch together 20 Clay tables just to get to the same level of work.”

Mario Moscatiello

VP Marketing

Read case study

“We wire Octave agents through Clay to automate dozens of different outbound and growth plays. What used to require a team of people now just runs with one.”

Austin Sandmeyer

Director of Growth & GTM Engineering Strategy

“As GTM operators, our edge isn't the automation. It's our understanding of our ICP: the problems, the signals, the language. That's our codebase. Octave is where we store it, version it, and operationalize it.”