Glassbox

The challenge

Before

Glassbox Analytics is a Boston-headquartered B2B analytics SaaS selling primarily to mid-market data and product teams. Time-to-value was the persistent killer — onboarding required source integration, schema mapping, and dashboard configuration, and the median customer was taking 41 days to see their first meaningful insight. Churn within the first 90 days was visible, and the team knew the leak was in onboarding but had been unable to materially improve it through three internal iterations.

• Median time-to-first-insight at 41 days from contract signature
• First-90-day churn elevated against industry benchmark
• Onboarding requiring source integration, schema mapping, dashboard config
• Three internal iteration cycles failing to materially shift the curve
• Customer success heroically pulling customers across the line one by one
• Solutions-engineering bandwidth consumed by onboarding overflow
• Sales pipeline outpacing onboarding capacity, creating customer waitlists
• No structured view of which onboarding moments correlated with retention

The solution

What we built

We ran a twelve-month Product Growth retainer focused specifically on time-to-value and first-90-day retention. Month one was deep diagnostic — we shadowed onboardings, instrumented every interaction, and built a retention-correlated milestone view that the team had not had. We then ran iteration cycles across four areas: source integration (made connector setup self-serve where possible), schema mapping (built smart defaults that customers could refine rather than configure from scratch), dashboard activation (replaced blank-canvas with role-specific starter sets), and customer-success choreography (focused CS effort on the specific moments that correlated with retention rather than evenly across the journey). The product team and CS team were partners throughout — we did not run their playbook, we built it with them. Solutions engineering reclaimed bandwidth as customers became more self-sufficient.

How the system flows

1. Diagnostic Phase→Onboarding Shadowing→Instrumentation→Milestone View
2. Source Integration→Self-serve Path→Connector UX Rebuild
3. Schema Mapping→Smart Defaults→Refinement UX
4. Dashboard Activation→Role-specific Starter Sets→Blank-canvas Eliminated
5. CS Choreography→Retention-correlated Moments→Effort Concentrated
6. Iteration Cycles→Weekly Testing→Funnel Read
7. Capability Transfer→Product + CS Teams Run Playbook

• Time-to-value as primary metric throughout retainer
• CS bandwidth focused on retention-critical moments rather than even spread
• Solutions-engineering reclaimed as customers became self-sufficient