The GTM engineering team you switch on
Three thousand open GTM engineering roles, three to four months to build in-house, then the maintenance forever. Or activate the AI GTM Engineer: a production agent team on one governed context layer, under 0.1 FTE.
The hire you can't make
Three thousand open reqs and a quarter to the first agent. RevSure ships the job, not the job post.
3000 unfilled roles
The market for GTM engineers is empty. Posting a req doesn't help when there's no one to hire against it.
3-4 months to 1st agent
Even with a great hire, the build path runs a full quarter before you ship anything that moves the number.
Maintenance forever
Every positioning shift, schema rename, or platform deprecation breaks the scripts and Zaps holding your motions together.
Context is the bottleneck
Before any agent can act, someone has to assemble the context by hand. The slowest step in every build, owned forever.
Any agent, one protocol
The whole context layer is exposed through an enterprise MCP Server. Point your own agents, Claude, or ChatGPT at one endpoint and they read the same governed truth · token auth, RBAC, PII redaction, and an immutable audit ledger on every call.
- One MCP endpoint for every agent, ours or yours
- Scoped, revocable tokens · no standing credentials
- Role-based access per module and field
- Field-level PII redaction before the model sees data
Ship an agent without a ticket
| Step | Type | Config |
|---|---|---|
| Trigger | Event based | Web visit |
| Action | Access module | Propensity |
| Action | Use AI | Medium tier |
| Action | Writeback | CRM + Slack |
The Builder takes any new agent from idea to production in four steps · pick a trigger, define the actions, set the reasoning tier, ship. Ten action-task types and three trigger modes cover the motions you build by hand today.
- Four-step flow · trigger, actions, reasoning, ship
- Manual, scheduled, or event-based triggers
- Ten action tasks · enrichment, AI, writeback, alerts
- Same governed context layer as the production agents
The stack you run, on one context layer
| System | Direction | Status |
|---|---|---|
| Salesforce | Read + write | Live |
| Marketo | Read + write | Live |
| Snowflake | Read | Live |
| 6sense | Read | Live |
Native two-way connectors across CRM, MAP, ad platforms, ABM, warehouses, and enrichment. RevSure sits above the tools you already run and resolves every signal into the context layer · no rip-and-replace, bi-directional on day one.
- Native connectors · CRM, MAP, ads, ABM, warehouse
- Bi-directional writeback, governed and logged
- Online and offline, structured and unstructured signal
- New tools join the layer without a re-integration
The agents GTM Engineering runs
Each owns one job and acts on the same context layer · proposed, approved, reversible.
Custom agents (Builder)
Author your own motions in four steps, on the same governed context.
Scheduled syncs
Hourly, daily, or weekly agents that keep systems in step.
Event-triggered agents
Fire the moment a defined activity happens in your stack.
Enrichment + writeback
Resolve and enrich records, then write back, governed and audited.
Built on the two cores: the Context Layer and the Agents
We watched the funnel for years through three tools. RevSure showed us the leak in week two. The conversion waterfall is now the screen the board opens before I do.
Jason Beddall
VP Demand Gen · Ncontracts
Why RevSure for GTM Engineering
Any agent, via MCP or API
Bring your own model and frameworks · the context, permissions, and audit stay with RevSure.
Ship once, stays current
Agents read live context, so a positioning or schema change doesn't break your build.
Governed by construction
Token auth, RBAC, PII redaction, and audit are the default, not a later review.
The requisition you can close this month
Implementation included. One MCP endpoint, native connectors, and a no-code builder · live in weeks.