Consulting engineered to
the tolerance it demands.
Engaged by corporate clients and staffing partners for the work where the stakes are the architecture, not the org chart: lakehouse and AI/ML engineering, cloud-native and enterprise architecture, data and model governance, program and portfolio leadership, agile transformation, and technical delivery — scoped around a deliverable, not a headcount.
One practice, built around the disciplines that decide whether a program actually lands.
Six disciplines that usually sit in six separate departments, run as one practice instead: data and AI engineering across Databricks and cloud-native lakehouses, cloud and enterprise architecture for target-state and modernization roadmaps, AI and data governance built to survive an actual audit rather than a slide deck, program and portfolio management across multi-vendor initiatives, agile transformation and delivery coaching, and technical delivery leadership from design through go-live. Engagements land where the architecture has to hold under real production load, the models have to hold up under real compliance review, and the program has to ship on a real date.
Engagements scoped around a deliverable, not a headcount.
Data & AI Engineering
Databricks, Azure, and AWS lakehouse builds — Unity Catalog, data pipelines, and AI/ML infrastructure built for scale and audit.
Cloud & Enterprise Architecture
Target-state architecture, integration design, and modernization roadmaps that hold up against real constraints — budget, compliance, legacy systems.
AI & Data Governance Advisory
Practical governance frameworks for AI and data initiatives — built to survive contact with a compliance review, not just a slide deck.
Program & Portfolio Management
Multi-team, multi-vendor program leadership — portfolio prioritization, PMO structure, and delivery governance for complex technical initiatives.
Agile Transformation & Coaching
SAFe and Scrum delivery model design, team-level coaching, and organizational change management for teams moving to agile delivery.
Technical Delivery Leadership
Hands-on leadership bridging architecture decisions and execution — from design through go-live, with documentation built for handoff.
Delivered inside environments where getting it wrong is expensive.
How an engagement runs, start to finish.
Scope the actual problem
A short working session to pin down the real constraint — technical, organizational, or timeline — before any architecture gets proposed.
Design against constraints
Architecture and delivery plans built around what the environment can actually support, not a reference diagram.
Deliver, then stand behind it
Hands-on through implementation and handoff, with documentation built for the team that inherits it.
While you're here — a system stress test.
Your architecture instincts, benchmarked in real time.