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Clio Legal Software

Softmax Data partnered with Clio to build an automated, privacy-conscious data enrichment pipeline that keeps Salesforce clean, complete, and ready for targeted go-to-market motions.

The Client

Clio provides a cloud-based legal operating system adopted by thousands of law firms worldwide. With venture backing from TCV and JMI and 80% year-over-year growth, Clio needed trustworthy market intelligence to power its revenue engine.

The Problem

Salesforce was bloated with duplicate firms, stale contacts, and missing practice insights. Acquiring new lists was costly due to privacy requirements, and SDRs wasted hours chasing inaccurate information when they should have been selling.

The revenue team needed a privacy-conscious way to enrich attorney data, validate contact information, and surface the best accounts every morning. Marketing leadership also wanted a governed process so finance and legal teams could sign off on acquisition activity.

How Softmax Data Helped

Softmax assembled a blended pod of marketing-ops strategists, data engineers, and privacy experts. Together with Clio’s RevOps leaders we mapped every enrichment touchpoint, codified compliance requirements, and designed an automated operating model that prioritized accuracy and governance.

  • Automated data pipeline that deduplicates, normalizes, and verifies law firm contacts across compliant data sources.
  • Entity resolution models linking attorneys to specialties, firm size, and engagement signals.
  • Lead scoring and routing automations pushing prioritized accounts to revenue teams each day.
  • Privacy and governance layers that keep enrichment processes aligned with regional regulations.

The program equips Clio’s marketing and SDR teams with continuously refreshed targets while keeping Salesforce governance intact.

Softmax also created runbooks, knowledge-transfer sessions, and dashboards so marketing leadership could measure adoption, contribution to pipeline, and compliance adherence in real time.

Revenue Operations at Scale

Always-On Intelligence

Data refreshes run nightly, orchestrating dozens of sources so revenue teams start each day with prioritized lists and complete firmographic context.

Joint GTM Playbooks

Marketing, SDR, and partner teams share the same segmentation rules and messaging frameworks, eliminating handoff friction and duplicate outreach.

Finance & Legal Alignment

Governance documentation and approval workflows satisfy privacy counsel and finance leadership, ensuring investment in new data sources remains compliant.

Clio’s leadership now treats data enrichment as a strategic asset that fuels growth programs, not a manual chore that slows teams down.

The Outcome

With a governed enrichment engine, Clio keeps Salesforce accurate without sacrificing agility. SDR productivity has climbed, marketing campaigns land with more precision, and leadership can forecast with better coverage data.

  • 417%Increase in qualified opportunities attributed to enriched intelligence.
  • $6MNew ARR driven from AI-prioritized segments.
  • SLA ReadyEvery account has complete contact and practice information before outreach.
  • Daily CadenceMarketing ops refreshes the entire addressable market every morning without manual effort.