Use Case

AI Lead Research Automation

A lead research engine that produces a structured brief for every account: triggers, pain points, stakeholders, and personalization angles.

The turn

What it costs today, and what replaces it.

Same work, same standard — without the hours your team currently spends on it.

The problem

What this costs you now

Account research is slow, inconsistent, and often skipped under quota pressure — so outreach and calls aren't tailored.

Manual, slow, inconsistent
The system

What we build instead

A lead research engine that produces a structured brief for every account: triggers, pain points, stakeholders, and personalization angles.

Outcome
Sales-ready research without the manual digging
How it works

From input to outcome, automatically.

Four moves. Your team sets the standard once, then reviews the output — the system does the rest.

Step 01

Define what 'good' looks like

Set the brief template and the signals that matter to you.

Step 02

Gather the signals

AI pulls firmographics, news, hiring, tech, and buying triggers.

Step 03

Synthesize the brief

A concise, structured account brief — not a wall of links.

Step 04

Deliver where work happens

Briefs land in the CRM or your sales workspace.

What we need from you

Three inputs, then it runs

Give us these once at kickoff and the workflow keeps producing without further setup.

Account or domainICP definitionBrief template
What you get

Finished work, not another dashboard.

Everything lands in the tools your team already opens, ready for a quick human check.

Deliverables

What the system produces

Every run drops completed, on-brand work into your stack — reviewed by a person, sent by a person.

Structured account briefsPersonalization anglesStakeholder maps
Where it runs

Inside your existing stack

Your CRM, inbox, and docs. Nothing to migrate, nothing new for the team to learn.

Outcomes

What changes once it's live

  • Better targeting
  • Faster call prep
  • More relevant outreach
Time to value
~1 wk

From kickoff to a working system. You see output inside the same month, not the same quarter.

Where this fits

One part of a bigger system.

This workflow ships on its own, and connects to everything else we build around it.

Part of

AI Growth Automation

Pipeline that builds itself. Research, outreach, and follow-up run every day without anyone touching them.

Explore Growth Automation
Not quite your workflow?

We build to the problem

Bring us the process that's eating your week and we'll scope a system around it.

See all use cases
Keep exploring

Other workflows teams automate next.

AI Outbound Automation

Automate outbound research and personalization

Better prospecting with less manual work
See the system

AI CRM Automation

Clean, enrich, score, and route CRM data

Better reporting and segmentation
See the system

AI Proposal Automation

Generate proposals and SOWs faster

Shorter sales cycles
See the system
Let's talk

Want this running inside your team?

Book a 30-minute call and we'll map ai lead research automation onto your stack, then scope what it takes to build.