Leap Velocity
Enterprise Data & AI Architecture Consulting
If you’re dealing with complexity, you’re in the right place.
Most organizations don’t need more tools — they need clarity on what actually matters.
Leap Velocity is a founder-led consulting practice focused on enterprise data and AI architecture. With over 20 years of experience delivering large-scale, production-grade solutions across regulated industries, I work directly with organizations to solve complex data platform challenges and drive real, measurable outcomes.
I personally lead all engagements, supported by a curated group of senior engineers and developers — including global AI specialists and experienced architecture leaders. This approach allows us to stay hands-on while bringing the depth required to deliver world-class solutions at scale.
Through Leap Velocity, I help organizations fix, modernize, and scale their data and AI platforms — enabling faster, smarter, and more reliable data and AI outcomes.
Why Leap Velocity?
We design and transform enterprise data platforms across cloud, lakehouse, and hybrid environments — aligning architecture to measurable business outcomes, not just technology choices.
We establish practical, scalable governance models that go beyond theory — embedding data quality, ownership, and accountability into day-to-day operations.
We build the foundation for AI, LLMs, and advanced analytics by ensuring data is clean, trusted, and production-ready — not just available.
Disconnected data platforms that create inconsistency, delay decision-making, and erode trust in analytics.
AI and data initiatives that stall because the underlying data is unreliable, ungoverned, or misunderstood.
Over-engineered ecosystems with too many tools and no cohesive architecture, driving unnecessary cost and complexity.
Governance programs that look good on paper but fail in execution due to lack of adoption, ownership, and operational alignment.
I engage as a hands-on architecture partner — providing advisory, leadership, and targeted delivery support aligned to business priorities.
Email: john@leapvelocity.com
If you're dealing with complex data challenges or need to move faster without unnecessary risk, let’s talk.