GTM AI agents you own. Not an agency you rent.

The short answer

What a GTM AI agent is

A GTM AI agent is software built on frontier language models that runs the repeatable work of go-to-market as governed, logged actions: market research, lead identification and verification, outreach drafting, proposal assembly, reporting. Not a chat window. Not a template sequencer with an AI badge on it.

The test is simple. Can it take a raw signal — a tender posted, a director change, a review landing — through research, checks and a finished draft without a person driving every click? And can you read a log of exactly what it did and why? If yes, it's an agent. If a person is doing the thinking between every step, it's a tool with good marketing.

The second half of the definition is the part that determines whether it was worth buying: who owns it. An agent that lives in a vendor's platform, or inside an agency's internal stack, is capability you're renting. An owned GTM agent lives in your tenancy, works through your real email identity, writes to your CRM, and stays — fully documented — if the relationship ends. We've written a long-form explainer on the distinction if you want the full argument.

How an owned GTM agent actually runs

Every piece of work Theo does follows the same six-step pattern, and every step lands in the log. A signal comes in. The agent verifies it against multiple sources. Guards check fit before a word is written. It drafts, in your voice, from the research it just did. Then it stops.

The human gate is the point, not a limitation. Nothing sends without a person reading it and pressing send — enforced in the tooling, not promised in a contract. Measured honestly, precision beats volume: one client campaign booked 3 meetings from its first 50 emails — small, verified, personalised batches from your real sending identity.

See the full Theo infrastructure page →

The three ways to buy GTM AI

To be fair to the alternatives: SDR agencies deliver labour, and Apollo- and Clay-style platforms are genuinely good at data and workflow. The question is who operates the machine, and who keeps it when the engagement ends.

What the market data says

The direction isn't in question. Salesforce's latest State of Sales research — a survey of more than 4,000 sales professionals — found top-performing sellers are 1.7 times more likely than underperformers to use prospecting AI agents for outreach (Salesforce, State of Sales). McKinsey's 2025 State of AI survey puts 62 per cent of organisations at least experimenting with AI agents (McKinsey, The State of AI).

The follow-through is the problem. Gartner predicts over 40 per cent of agentic AI projects will be cancelled by the end of 2027 — escalating costs, unclear business value, inadequate risk controls (Gartner, June 2025). Those three failure causes are exactly what ownership, fixed-priced gates and an audit log are for.

What it costs

Published, like everything we sell. Block One — discovery across your systems, a working pilot, and a sequenced roadmap with every build phase fixed-priced before it starts — is A$8,000. Install phases are from A$5,000 each, approved one gate at a time. Ongoing operation under the Partner Tier is A$2,000/month, month-to-month, 30 days' notice. All + GST. The full ladder, including the entry-level Get Found Sprint, is on the pricing page.

Questions we actually get

What is a GTM AI agent?

A GTM AI agent is an AI system that does go-to-market work end to end: it watches for buying signals, verifies leads, drafts outreach in your voice, assembles proposals and reports, and logs every action it takes. A person stays in the loop — nothing sends without human approval. The distinction that matters is ownership: an owned GTM agent is installed in your own tenancy and stays with you, where agency retainers and SaaS stacks leave when the invoices stop.

How is this different from Clay or Apollo?

Clay and Apollo are good tools — data enrichment and sequencing, respectively — but they are platforms you operate. Someone on your team still wires them together, writes the copy, polices what goes out, and pays per seat, and your workflows live inside the vendor's product. An owned GTM agent is the operator: one governed system that runs research, verification, drafting and reporting inside your own tenancy, with the prompts, playbooks and logs handed over to you.

Does it send emails on its own?

No. All outbound is drafts-only: the agent researches, verifies and drafts, then queues the message for a person to review. Every draft is read by a human before send, and the human presses send. That gate is enforced in the tooling, not just promised in the contract.

Do we own it?

Yes. The agent is installed into your tenancy — your email, your CRM, your databases. The agents, prompts, playbooks and the append-only run log are yours. If we part ways, the system keeps running and the full history stays with you. Nothing is rented back to you.

What does it cost?

The ladder is published: Block One (discovery, a working pilot, and a fixed-priced roadmap) is A$8,000; install phases are fixed-priced from A$5,000 each; ongoing operation under the Partner Tier is A$2,000/month, month-to-month with 30 days' notice. All prices + GST. Full detail is on the pricing page.

Further reading