Services & Engagements
High-conviction data engineering, single-source-of-truth architectures, and revenue analytics. Choose a fixed-scope productized sprint or partner on a bespoke advisory basis.
Fixed-Scope Engagements
Predictable pricing, concrete deliverables, and rapid turnaround. Zero scope creep or surprise billing.
Data Quality & Anomaly Audit
Root-cause diagnostic for broken metrics, silent pipeline failures, and warehouse discrepancies.
- Full Warehouse Diagnostic: Scan BigQuery, Snowflake, or PostgreSQL tables for nulls, duplicates & orphan keys.
- Automated Anomaly Tests: Production-ready SQL/dbt assertion suite targeting up to 15 critical data models.
- Health Scorecard & Roadmap: Prioritized action matrix of high, medium, and low severity data risks.
- Executive Readout Call: One 60-min walkthrough with engineering and analytics stakeholders.
*Scope covers one data warehouse environment. Additional environments or systems quoted separately.
SSOT Implementation Sprint
Establish a trusted Single Source of Truth architecture eliminating conflicting numbers across teams.
- Unified Modeling Layer: Clean dimensional schema & modular dbt transformations, covering up to 20 core tables.
- Canonical Metric Definitions: Standardized logic for up to 5 core metrics (e.g. Revenue, Retention, CAC, LTV, Active Users).
- Automated Alerts: Real-time Slack/Email alerts on anomaly threshold breaches or failed syncs, configured for up to 10 monitored checks.
- Documentation & Handover: Clean data dictionary, schema diagram, and async team walkthrough.
Revenue & Pipeline Engine
Variance analytics, quota-risk detection, and executive forecasting to protect quarterly targets.
- Variance Analysis Framework: Automated Actuals vs. Booked vs. Pipeline reconciliation model.
- Quota Risk Detection: Pipeline coverage ratio models covering up to 3 revenue segments or regions, flagging at-risk revenue weeks before quarter close.
- Executive BI Suite: Interactive dashboard built in one platform of your choice (Power BI, Metabase, or Tableau).
- Post-Launch Support: Up to 3 check-in sessions over 2 weeks for threshold tuning and team walkthroughs.
Not ready for a full engagement?
Book 30 minutes to talk through a specific data or AI problem — no commitment beyond the call.
Bespoke Analytics & Applied AI
For complex multi-touch models, proprietary warehouse architectures, or fractional analytics leadership.
Revenue & Commercial Analytics
Custom forecasting models, cross-platform spend benchmarking, and executive dashboards built across SQL, BigQuery, Power BI, and Metabase — tailored to unique sales cycles and contract structures.
Data Integrity & Warehousing
Elimination of conflicting numbers and manual firefighting. Custom ELT pipelines, automated reconciliation workflows, and robust audit mechanisms that safeguard data pipelines before it reaches decision-makers.
Product & Behavioral Analytics
Funnel drop-off diagnostics, retention cohort modeling, and feature engagement telemetry. The analytical foundation that lifted Novatr course completion by +25% by isolating exact friction points.
Applied AI & Agentic Workflows
Production AI utilities, automated SQL copilots, and intelligent data cleansing agents. Backed by Anthropic's AI Fluency and Claude 101 credentials, built to turn time-intensive manual workflows into instant automated systems.
How We'll Work Together
Every collaboration begins with a concise 30-minute discovery call to unpack your actual bottleneck — not just the surface symptoms. From there, we select the right model: a fixed-scope sprint for immediate impact, a bespoke build, or a fractional retainer for continuous high-leverage data execution.
Discovery Call
Map core metrics, warehouse stack, and key friction points.
Sprint Scope
Agree on fixed deliverables, exact timeline, and milestone check-ins.
Rapid Execution
Direct SQL/dbt builds, dashboard delivery, and daily async updates.
Handover & Enablement
Walkthrough calls, documented schemas, and post-launch monitoring.