SMC Decision Frameworks

Decision Frameworks & Data Infrastructure

Designing data structures to track critical metrics, map user cohorts, and build predictive conversion models.

Case Study

Scalable Data Solutions

STAGE 1Data Audit
STAGE 01 / AUDIT

Metric Definition

Inspecting existing data points to identify missing or inaccurate event telemetry.

STAGE 02 / ANALYZE

User Flows

Mapping user interactions and cohort segments within the platform.

STAGE 03 / TARGET

Reporting Needs

Defining core KPI requirements to support executive decision-making.

Data Framework Capabilities

We establish infrastructures that standardize your product metrics and secure your data quality.

KPI & Event Telemetry

Drafting tracking plans for all platform events and user parameters.

Executive Dashboards

Real-time KPI and growth metric tracking on Mixpanel, Amplitude, or Looker.

User Cohort Mapping

Defining behavioral user segments and analyzing cohort-based retention.

Predictive Conversion Models

Forecasting conversion bottlenecks and sales using user funnel analytics.

Data Flow Simulator

Simulate user events and watch them stream live from the data pipeline into the BI dashboard.

Strategic Weights
Strategic Alignment8/10
Implementation Cost5/10
Risk Tolerance4/10
Option Alignment Matrix
Framework analyzer idle. Click 'Evaluate Options' to map weights.

Data Analytics Scoping Estimator

Calculate required consulting resources based on unique events to track.

30
5150
Estimated Setup & Configuration Hours

Calculated based on tracking plan design, telemetry coding, and BI dashboard visualization.

90 consulting hours
Our Stack Domain
any framework

We consult, architect, and deliver modules utilizing industry-standard technology frameworks.

CTA Background
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