Clay architecture for
AI-enabled GTM
Clay isn't just for enrichment. When integrated into your core systems, it becomes the GTM orchestration layer that transforms how revenue teams work.
Built for scalability.
Complex, technically demanding implementations succeed when there's emphasis on architecture - how Clay fits into governance, existing workflows, and your broader tech stack. Go Nimbly specializes in the work that requires genuine RevOps depth.
01
Holistic integration
Clay knowledge alone doesn't solve enterprise problems. Success requires deep expertise across core systems and an understanding of how they connect.
02
Strategic roadmapping
Socializing Clay across stakeholders, mapping phased rollouts, and building momentum for adoption matter as much as technical configuration.
03
Change management
The hardest part isn't building the table - it's aligning teams, defining ICP, and defining process across multiple departments.
Governance stops runaway spend before it starts.
Without proper structure, teams append unnecessary data, skip backups, and create duplicate automations - all of which shows up as unpredictable credit spend and operational chaos.
Built-in from day one:
Waterfall enrichment logic
Providers sequenced by credit cost and coverage to maximize data quality while controlling spend
Cost optimization
Use API keys and integrations strategically alongside Clay enrichments to minimize credit consumption
Structured workspaces
Organization by team, region, project status, and table lifecycle
Enterprise practices.
Data backups, deployment strategies, and QA frameworks that scale
Not sure where to start?
We’ll identify and prioritize the highest-impact use cases for your business, then build from there.
Here are some common starting points:
CRM Hygiene & Continuous Enrichment
Deduplicate records, enrich missing fields, match leads to accounts, and keep Salesforce/HubSpot clean without manual data entry. Continuous enrichment runs in the background so your CRM stays current.
Unified First and Third-Party Data
Turn product usage into sales intelligence. Pull data from Snowflake, enrich with firmographics and personas, score accounts on behavior + fit, and push enriched context straight into Salesforce.
Waterfall Enrichment for 90%+ Coverage
Waterfall logic across 75+ providers, including region-specific vendors and web scraping as a fallback to fill the gaps.
AI-powered Account & Contact Research at Scale
Claygents scrape websites, LinkedIn, news, and social to detect custom signals and personas. Research summaries and personalized email drafts push to Salesforce or Slack, so reps get briefed automatically.
Automated Outbound (Human-in-the-Loop)
Identify target accounts based on ICP + intent, enrich with research, generate AI-drafted sequences tailored to persona and pain points, route to reps via Slack for approval, then push to your sales engagement platform.
PLG-to-Sales Handoff Orchestration
De-anonymize visitors, score signups by company fit, identify decision-makers at high-fit accounts (even if they're not product users), enrich with intent signals, and route hot leads with full context. Build PQL/PQA scoring based on usage + firmographics.
Intent Signal Orchestration
Monitor funding, executive hires, tech changes, and certifications. Integrate Gong conversation intelligence (what buyers are saying, objections, competitor mentions). Combine with product usage signals, trigger workflows when signals align, and push to Salesforce with Slack alerts.
Territory Planning & Account Scoring
Codify ICP beyond firmographics - behavioral signals, tech stack, intent, product usage, website design maturity. Build multi-dimensional scoring (fit + intent + behavior), integrate third-party systems, assign territories based on real-time data, and refresh continuously as companies evolve.
Implementation packages
01
Foundations
Core setup and enablement
Best for: Companies new to Clay
Includes: 1-2 core use cases, governance setup, team training
Average engagement: 3 months
02
Growth
Multi-use case rollout
Best for: Mid-market companies ready to operationalize Clay across teams
Includes: 2-3 core use cases, cross-team governance, stakeholder alignment
Average engagement: 4-6 months
03
Enterprise
Full Clay center of excellence
Best for: Large organizations implementing Clay across multiple departments
Includes: Strategic roadmap, phased rollout, change management, ongoing optimization
Average engagement: 6+ months
How we work
Agile Discovery & Iteration
Before building, we map desired outcomes and work backwards into the Clay architecture required.
Architecture Review
Before build begins, all architecture is reviewed and approved. QA and UAT are also included before deployment.
Structured Handoff
Documentation, recorded walkthroughs, and live enablement sessions to build internal capability.
Client Ownership
You retain full ownership of all Clay tables and workflows, and we provide a 30-day hypercare phase post-launch.