Most AI projects fail because organizations weren't ready — not because the technology didn't work. We help you figure out where you actually stand before you invest, grounded in production AI experience at Fortune 100 scale, Stanford-credentialed depth in NLP & Deep Learning, and active investor visibility into early-stage AI through Hustle Fund's Angel Squad.
Your leadership team saw a demo. Your competitors announced an AI initiative. An OMB mandate landed on your desk. Now there's pressure to "do something with AI" — but nobody has asked the hard questions.
Is your data actually usable? Does your team have the skills? Do you even know which problem to solve first? Without answering these questions, you'll join the 80% of AI projects that fail.
We evaluate six dimensions that determine whether your AI investment will succeed or fail.
We don't grade your team. We map exactly where you stand on each, then prioritize what to fix first.
Is your data clean, accessible, and sufficient? We audit your data sources, quality, and infrastructure to see what's usable today.
Which problems should you solve first? We identify high-impact, high-feasibility use cases ranked by business value and technical readiness.
Does your team have the skills to build, manage, or even evaluate AI systems? We map gaps and recommend how to fill them.
Can your current systems support AI workloads? We evaluate compute, storage, and integration readiness.
Do you have policies for AI oversight, bias, and compliance? We assess your governance posture against frameworks like NIST AI RMF.
You get a concrete plan — not a 50-page report. Prioritized recommendations with realistic timelines and clear next steps.
You need a credible plan, not a vendor pitch. We give you an honest assessment of what's possible and what it takes to get there.
We help federal agencies assess readiness, build use case inventories, and establish governance frameworks that satisfy reporting requirements.
Most first attempts fail for preventable reasons. We help you understand what went wrong and build a foundation for the next attempt to succeed.
That's the most common thing we hear. We help you find the right starting point — the project most likely to deliver value and build momentum.
A structured assessment that gives you clarity in weeks, not months.
We interview stakeholders, review your data landscape, and understand your business goals. We learn what you're trying to achieve and what's in the way.
We evaluate your data, infrastructure, team capabilities, and governance posture against industry benchmarks and best practices.
We identify and rank potential AI use cases by business impact, technical feasibility, and organizational readiness. You see which ones to pursue first.
You get a concrete plan with prioritized recommendations, realistic timelines, resource estimates, and clear next steps. Not a shelf report — an action plan.
Before you approve a budget, issue an RFP, or hire a vendor — get an honest assessment. We'll tell you what's realistic and what it takes to get there.
Build custom software you own — no recurring licenses, no vendor lock-in.
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