FOR GTM ENGINEERING

GTM Engineering

The context layer your code can call on — MCP, API, and agents grounded in your GTM.

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

Thousands of users at leading companies including

Agents without context just guess faster.

PROBLEM 1

Prompt chains rot

Clay columns and LLM prompts encode strategy as spaghetti. One ICP change breaks twelve flows.

PROBLEM 2

No source of truth for agents

Each workflow reinvents personas, proof, and voice. Outputs drift. Compliance panics.

PROBLEM 3

Hard to ship net-new plays

A new motion means another fragile pipeline instead of calling a living model.

Build on infrastructure made for GTM.

MCP, API, CLI

Inject ICP and messaging into any chat, agent, or internal tool.

Composable agents

Qualify, research, and sequence against a model you version — not a prompt.

Context that compounds

Market signal flows back in. Your integrations get smarter without a rewrite.

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.

heath barnett

VP Revenue

WHY OCTAVE FOR GTM ENG

Ship agents that know the business.

Call the brain

REST, MCP, and Claude skills — context as an API, not a doc.

Less glue code

Stop stuffing strategy into Clay formulas and prompt blobs.

Safe to scale

Approved positioning in, on-brand copy out. No hallucinated features.

Give your agents real context.