technology
Analytics
representative

Telemetry Driven Proactive Churn Prevention in Enterprise B2B SaaS

A B2B enterprise software provider managing 850 corporate accounts, with application usage logs, feature adoption events, and support tickets stored in cloud data warehouses.

Runs onBodham

unexpected enterprise account churn reduced: 42%unexpected enterprise account churn reduced
early detection of account disengagement improved: 2 weeksearly detection of account disengagement improved

How the work runs

The pressure that made this worth automating, the steps the system runs, and what came out the other side.

Pressure & Trigger Points

Customer Success Managers (CSMs) relied on intuition and annual renewal dates to gauge customer satisfaction, missing early disengagement signals.
Identifying accounts with falling weekly active user logins or declining core feature usage required complex SQL queries across billions of raw telemetry events.
Unexpected enterprise account churn resulted in $3.4M in Annual Recurring Revenue (ARR) losses annually.

The run · 5 operational steps

Click any step to inspect telemetry signals, model reasoning, and governance gates.

scroll →

Live Product Telemetry Ingestion & Querying

Bodham connects directly to cloud data warehouses, indexing user session events, feature triggers, and support tickets.

Input Signal:

Real-time operational telemetry & queue

Reasoning Pattern:

MCP grounded vector inference

Governance Gate:

Policy constrained with audit write-back

Verified Business Outcomes

Unexpected enterprise account churn reduced by 42%, protecting $1.4M in ARR.
Early detection of account disengagement improved from 2 weeks before renewal to 75 days in advance.
Customer success team productivity increased by 35% through automated risk prioritization.

Capabilities this relies on

nl to query
system connectors
workflow orchestration
evidence audit trail

Related catalog agents