We turn scattered GTM data and signals into clean infrastructure and automation, so your team and your AI agents know what to do next.
Why AI pilots stall
01
Wrong data, wrong answers.
A signal fires and the rep does not trust it, or know what to do next. Duplicate and stale records become confident wrong answers.
02
The pilot dies after the demo.
Without an owner, the agent never graduates from a slide to a system.
03
IT blocks access.
Security review stops the agent before it can touch real systems.
Build the infrastructure first, then the agents that run on it.
Data first
Clean, current GTM data comes before any agent.
Infrastructure, not tools
Connected systems your team owns, not another black box.
Built to get through IT
Identity, permissions and approval are designed in from day one, so the agent can be approved instead of parked.
What we build
One connected foundation in your CRM, Clay and the tools you already run.
01
Enrichment, TAM and ICP mapping, signals and CRM hygiene.
02
Routing, scoring, research briefs and cross-system workflows.
03
Research, score, draft and update records, with human approval where it matters.
How we work
A working system needs more than a good demo. We build it, run it and help agents earn autonomy. Drafts a human approves, then low-risk actions, then regular audits.
PILOT
A good demo
Agent response generated
Waiting for data and ownership
Not yet part of the workflow
PRODUCTION
An agent with a job to do.
Clean account context
Data resolved and current
✓
APPROVED ACTION
Lead routed
Owner and context attached
WORK IN HAND
Brief ready
A rep knows what to do next
Named owner. Ongoing review.
STEP 1
Assess
Map your data, stack and the work agents should take on.
STEP 2
Build
Connect the data, workflows and controls into one system.
STEP 3
Operate
Run the system, improve it and document every workflow.
Work with us
Build and operate your data, automation and agent systems with a team that knows your revenue motion.
FRACTIONAL GTM ENGINEERING RETAINER
A monthly partnership alongside your revenue and IT teams. We keep the system useful, current and moving.
Everything lives in your accounts, documented for your team.
PROJECT-BASED WORK
A defined scope to put the first system in place. Add ongoing run support when you need it.
A scoped first system, with the option to keep us on to run it.
Start with the data
A look at your GTM data and stack, and where agents would and would not pay off.
Book a GTM infrastructure review
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