Four Pillars of Operational Infrastructure
Systems that multiply operational capacity. Stop guessing. Eliminate manual work. Scale without hiring.
What challenges are you facing?
Select your pain points and we'll recommend the right systems
Attribution Blindness
No visibility into what marketing channels drive revenue
Manual Work Overload
Team drowning in repetitive operational tasks
Data Silos
Data scattered across tools, no single source of truth
Slow Decision Making
Waiting days for reports, manual data pulls
Budget Waste
Unclear spend efficiency, wasted marketing dollars
Can't Scale Teams
Need 3x output but can't afford 3x headcount
← Select your challenges above to see recommendations
Data Systems
Clean pipelines, unified sources, and structured warehouses. The foundation for everything that follows.
Unified Data Warehouse
Connect all your data sources (CRM, ads, analytics, product) into one centralized warehouse. Snowflake, BigQuery, or Redshift. No more data silos.
ETL Pipelines
Automated data pipelines using Fivetran, Airbyte, or custom connectors. Fresh data, reliable sync schedules, zero manual exports.
Data Transformations (dbt)
Clean, model, and transform raw data into business logic. Reusable models, version control, and data quality tests built in.
Attribution & Causality
Know what actually works. Multi-touch attribution, incrementality testing, and causal inference models.
Multi-Touch Attribution Models
Understand the full customer journey. First-touch, last-touch, linear, time-decay, and custom algorithmic models. See which channels drive revenue.
Incrementality Testing
Geo-tests, holdout experiments, and synthetic controls to measure true incremental lift. Not correlation—causation.
Marketing Mix Modeling (MMM)
Statistical models that quantify the impact of each marketing channel on revenue. Optimize budget allocation across channels with confidence.
Automation Layers
Eliminate repetitive work. Workflow automation, API integrations, and intelligent routing systems.
Workflow Automation
Zapier, Make, or custom workflows to automate repetitive tasks. Data entry, report generation, notifications, and cross-tool syncing—all automatic.
API Integrations
Connect your tools together. CRM to email, ads to analytics, billing to Slack. Real-time data flow between systems without manual exports.
Intelligent Routing
Route leads, support tickets, and tasks to the right person or team automatically based on rules, ML models, or LLM classification.
Agents
AI that works for you. Autonomous systems for research, analysis, reporting, and decision support.
Research Agents
Autonomous agents that research competitors, market trends, or customer feedback. They gather, synthesize, and summarize information on demand.
Reporting Agents
Automated report generation with LLMs. Weekly metrics summaries, performance anomaly detection, and natural language insights from your data.
Decision Support Agents
AI assistants that help with strategic decisions. Budget allocation recommendations, customer segmentation analysis, and predictive modeling.
Why These Systems Matter
The alternative is guessing, manual work, and linear scaling
Output Multiplier
One operator does the work of ten through attribution, automation, and agents
Less Manual Work
Free 40+ hours per week for strategic work instead of firefighting
ROI Timeline
Systems pay for themselves quickly and compound in value over time
Ready to Build Better Infrastructure?
Most engagements start with one system and expand from there. Book a free diagnostic to identify your highest-leverage opportunities.