Instant B2B User Metric Engine

Pre-Baked Telemetry & Core Analytics

Stop wasting quarters building custom data models and raw SQL loops. BaseDynamics instantly translates usage events into 50+ out-of-the-box product telemetry and account growth metrics.

50+ Out-of-the-Box MetricsCustom Success GuardrailsAutomated Feature Area Mapping

Stop building data models, try BaseDynamics

Stop writing custom SQL. Start with 50+ metrics on day one.

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How the Telemetry Engine Operates

Automated Feature Mapping

Our system eliminates the instrumentation tax by automatically categorizing and labeling your software's functional map.

Automated Interface Grouping: Uses our built-in product crawler to automatically link usage events directly from Mixpanel, Segment, or database mirrors.

System Module Categorization: Automatically maps raw click events into clear, logical Product Areas or feature clusters.

Adoption Volume Heatmaps: Instantly ranks modules into High, Medium, Low, or Zero usage tiers.

Feature area table with usage, adoption, frequency, and sentiment

The 50+ Pre-Baked Metrics

BaseDynamics automatically computes industry-standard retention and engagement metrics at the data layer, making them available instantly across your portfolio.

User Volume Telemetry: DAU, WAU, MAU, Active User Ratio, Core Events per Active User, Stickiness Ratio and more.

Account-Level Growth Telemetry: DAA, WAA, MAA, New Accounts, Churned Accounts, Retained Accounts and more.

Retention, Lifecycle & Onboarding: New, Churned, and Retained Users, Activation Rate, Time to Activation and more.

Feature Adoption & Regression: Adoption Rate, Adoption Breadth, Depth, Usage Regression, MAU Momentum, and more.

Metric cards for topics, intent, sentiment, usage, and product areas

Tailored Success Metrics

Beyond our pre-baked system telemetry, the system allows teams to define custom rules for individual account profiles.

Define Your Own Milestones: Tailor custom feature combinations or usage thresholds to customer segments.

Set Core Guardrails: Tweak resource limits or baseline usage expectations directly inside individual account matrices.

Feed the Agentic Layer: Custom success metrics automatically flow into your background AI engines, letting them track anomalies and trigger plays based on your business goals.

Custom metric cards such as active user ratio and feature adoption depth

Platform Value & Macro Outcomes

Eliminate Overhead Completely

Building internal data models to track 50+ separate metrics requires ongoing engineering upkeep. BaseDynamics delivers this framework out-of-the-box, letting your RevOps team deploy high-fidelity tracking in less than a day.

Uncover Expansion Potential

Stop letting growth sit undetected inside DB tables. By automatically tracking user engagement depth ratios, feature breadth, and account license thresholds, BaseDynamics flags exactly when a user tier is primed for upgrades.

Mitigate Risk With High-Trust Reasoning

Traditional point products show flat usage lines but miss user intent entirely. By providing clean, pre-baked metrics, BaseDynamics feeds your background agents with high-trust evidence to eliminate silent churn before it happens.

Got questions?

The engine calculates over 50 pre-baked metrics out of the box, including DAU, WAU, MAU, DAA, WAA, MAA, User Concentration Ratios, Core Feature Usage Regression, and Funnel Avg Time to Value, available across individual accounts or segments.

Yes. BaseDynamics lets operations teams define custom usage thresholds and milestones for distinct cohorts. The system tracks these automatically and feeds them into the background AI agent playbooks.

No. Because the metrics are mapped through the built-in product crawler and connected telemetry sources, there's no manual event schema to design or maintain before your metrics start populating.