Shipping production systems that scale
From data foundations to AI agents, we build enterprise infrastructure that drives measurable business outcomes. Here's what we've delivered.
Enterprise Salesforce Org Consolidation & ETL Pipeline
Built a production-grade data migration framework using Python and Apache Airflow to consolidate merchant data across multiple Salesforce orgs into a unified platform—with full data lineage, validation, and zero business disruption.
What We Delivered
More client success stories
Each engagement starts with understanding the business problem, then shipping production systems that solve it.
Salesforce Org Consolidation Data Migration Framework
Built a production-grade data migration framework using Python and Airflow to consolidate merchant data across multiple Salesforce orgs—ensuring data integrity, lineage tracking, and zero business disruption.
Enterprise Data Lake & Analytics Platform
Designed and implemented a scalable data lake architecture processing billions of events, with real-time analytics pipelines serving thousands of concurrent users and enabling self-service reporting.
Global Salesforce CPQ & Revenue Operations
Led enterprise-scale Salesforce implementation supporting complex global sales motions, including CPQ configuration, territory management, and revenue operations alignment across multiple business units.
Internal Data Platform & MLOps Infrastructure
Built internal data platform capabilities and MLOps infrastructure enabling data-driven decision making at scale, with comprehensive observability, quality monitoring, and automated pipelines.
Engagement models for every need
Whether you need strategic guidance, hands-on implementation, or ongoing support—we have an engagement model that fits.
Discovery & Strategy
A focused engagement to assess your current state, identify opportunities, and create a roadmap for transformation.
What's Included
- Current state assessment
- Architecture recommendations
- Prioritized roadmap
- Business case development
Project Delivery
End-to-end implementation of a defined scope—from architecture through deployment and knowledge transfer.
What's Included
- Full implementation team
- Architecture decision records
- Automated testing & CI/CD
- Documentation & training
Embedded Team
Our engineers work alongside your team on an ongoing basis—building capability while delivering results.
What's Included
- Dedicated engineers
- Flexible capacity
- Knowledge transfer focus
- Team upskilling
Production-ready deliverables
Every engagement produces artifacts your team can operate, extend, and maintain—not just recommendations.
Working Code
Production systems with CI/CD, testing, and monitoring baked in
Documentation
Architecture decisions, runbooks, and process maps
Team Enablement
Training, knowledge transfer, and ongoing support
Governance
Operating models, intake processes, and change control
From discovery to delivery
A proven process that delivers results while building your team's capability.
Understand & Align
Understand your challenges, goals, and constraints. We don't start building until we understand the business outcome.
1-2 weeksArchitecture & Plan
Architect the solution with documented ADRs. Every choice documented with context and rationale.
2-3 weeksImplement & Iterate
Implement with quality gates and testing. Production code with automated testing and CI/CD from day one.
4-10 weeksRelease & Monitor
Release with monitoring and rollback capability. Production deployment with observability built in.
1 weekEnable & Handoff
Document, train, and hand off to your team. Your team runs it. We're available if you need us.
1-2 weeksTools we work with
Deep expertise across the modern data and business systems stack.
Data Infrastructure
Business Systems
AI & Automation
Cloud & DevOps
Integration
Ready to ship something great?
Every engagement starts with a conversation. Tell us about your challenges—we'll tell you how we can help.