AI GTM Automation & Clay–HubSpot Integration

Automated Growth Intelligence

Clay, HubSpot, and AI workflow integration for B2B growth

We design and develop the operating system behind B2B go-to-market: precise account sourcing in Clay, trustworthy customer data in HubSpot, and workflows that turn qualified signals into timely sales and marketing action.

Tell us what you want to improve. We can start with an introductory call or a focused workflow review.

From data to action
01Market and accountsDefine buyers, source companies, find the right people.
02Intelligence and qualificationEnrich records, evaluate signals, review AI research.
03CRM and campaignsRoute qualified work through HubSpot with context.
04Learning loopMeasure quality, handoffs, and pipeline signals.

The challenge

Your growth stack should work as one system

Small and midsize B2B teams often have the tools but lack a dependable path from target account to qualified conversation. Lists go stale, research lives in separate sheets, campaigns miss context, and the CRM collects inconsistent records. Every handoff slows down the team.

We design the data, decisions, and automation between those steps. Clay can help source and enrich relevant accounts and people. HubSpot can organize the customer record and operational handoffs. AI can support research, qualification, and drafting where the output can be checked. Together, these parts create a controlled foundation for more autonomous GTM.

Three connected capabilities

From prospect data to relevant action

A useful engine connects the market you want to reach, the CRM your team works in, and the campaigns that follow.

01 / DISCOVER

Find and understand your market

Define the ideal customer profile, build focused account and contact lists, enrich missing fields, and monitor useful signals. Filter early so you spend time and credits on records that fit a real opportunity.

Explore lead sourcing and enrichment →

02 / CONNECT

Put HubSpot to work

Map fields and record ownership, connect Clay with HubSpot, route qualified records, and build workflows that support sales and marketing follow-up. Design duplicate checks and review steps before broad CRM updates.

Explore HubSpot implementation →

03 / ACTIVATE

Run measurable campaigns

Build segments and campaign rules around fit, signals, and lifecycle stage. Use AI-supported research and messaging with human approval where needed. Track quality and handoffs so the process improves with evidence.

Explore account-based campaigns →

What we can build together

Start with one workflow. Grow into a connected GTM operation.

The right first step may be a data audit, a Clay–HubSpot integration, or a campaign handoff that needs clearer rules. We scope the work around your current tools and commercial goals.

GTM systems auditFind gaps in data, tools, handoffs, and reporting.
Clay sourcing and enrichmentBuild focused lists, verification steps, signals, and spend controls.
HubSpot integration and RevOpsMap records, ownership, routing, and lifecycle workflows.
AI research and qualificationUse bounded automation with evidence and review rules.
Campaign operations and measurementConnect relevant audiences, follow-up, and feedback.

A practical path

Prepare the foundation for autonomous GTM

STEP 01

Discover

Map buyers, the current stack, CRM data, and repeated decisions. Choose a focused first use case.

STEP 02

Build

Connect sourcing, qualification, and CRM handoff with documented rules, owners, and exceptions.

STEP 03

Operate

Test accuracy, spend, duplicate handling, ownership, and follow-up before expanding the flow.

STEP 04

Evolve

Add more signals, segments, and agentic assistance when the data layer and controls are dependable.

Problems we solve

Make the next action clear at every handoff

Each engagement is scoped around the information your team needs, the decision it must make, and the action that should follow.

Inbound lead operations

Respond to qualified inquiries with context

When form submissions lack company data or arrive without an owner, we map the intake fields, enrich only the missing information needed for qualification, and configure HubSpot routing with an exception queue. The deliverables are a documented handoff, tested workflows, and a view of time to assignment and data completeness.

Outbound targeting

Give sales a focused account list

When broad lists waste research time, we define fit and exclusion rules, build Clay sourcing and verification workflows, and match approved accounts and contacts to HubSpot. The team receives reusable searches, source fields, duplicate checks, and a process for reviewing records before outreach.

CRM activation

Turn existing data into a useful priority queue

When valuable accounts are buried in stale CRM records, we audit ownership and missing fields, set criteria for refresh and prioritization, and create reviewable HubSpot segments or tasks. Reporting shows record quality, accepted work, and where follow-up stalls.

Explore the work

Services for each part of the GTM engine

Choose the capability that matches your bottleneck. We can scope a focused fix or connect several workstreams into one operating system.

Consulting and development

GTM insights

Let’s make the next workflow clear

Show us your current GTM bottleneck

Need better lead sourcing, cleaner HubSpot data, a Clay integration, or a plan for AI-assisted campaigns? Share your goals and current tools. We can discuss an introductory call, a practical demo, or a focused consulting engagement.