Claroti Founder Says AI Needs Growth Strategy to Create Value

Claroti founder Traci Robinson-Williams says businesses are adopting AI too fast and skipping the strategy work that determines whether the technology creates value. Claroti is using a University of Virginia student team to test that idea on a real demand-generation project.

Why it matters: - Claroti founder Traci Robinson-Williams says AI can speed up work, but it cannot replace the judgment needed to find real growth opportunities. - The message lands as companies rush to adopt AI and risk automating activity instead of unlocking revenue. - Robinson-Williams says she has identified more than $1 billion in hidden revenue across Fortune 500 companies and high-growth technology firms, framing strategy as the bigger constraint.

What happened: - Robinson-Williams argued that AI without a clear growth strategy multiplies confusion rather than accelerating a business. - Claroti said its InnoMagination™ methodology is designed to find revenue already inside existing businesses before companies spend on new products, new markets or new development. - Claroti said the methodology has helped identify more than $1 billion in growth across clients in the Fortune 500, the public sector and high-growth technology sectors. - Claroti is working with a University of Virginia student team through experiential learning platform Riipen. - The six-week project uses AI tools to build a speaking-led demand generation system for Claroti.

The details: - Robinson-Williams said AI can surface trends, generate content, simulate customer conversations and scan competitors at scale. - Robinson-Williams said AI cannot make judgment calls about which ideas are worth pursuing, build executive alignment or identify overlooked opportunities. - Claroti’s project with UVA is intended to apply AI to a validated business problem with real commercial stakes. - The company said the project is meant to show how strategy and AI work together in practice. - The collaboration is also meant to prove that a small firm can execute at enterprise speed when it identifies the growth strategy first and then applies AI to a specific challenge.

Between the lines: - Robinson-Williams is drawing a sharp distinction between capability and strategy. - The argument suggests AI is becoming a commodity advantage, while clarity on where to grow remains the real differentiator. - Her comments also reflect a broader shift in how smaller firms can compete, since AI can now provide research depth, content production and scale that once required bigger budgets.

What's next: - Claroti and the University of Virginia student team are expected to continue the six-week AI project. - The project’s outcome may serve as proof of concept for Claroti’s claim that strategy must come before AI adoption. - Claroti continues to promote its InnoMagination™ methodology and InnoFit™ Diagnostic for executives looking to unlock hidden revenue in existing offerings.

The bottom line: - Claroti’s founder says AI should be treated as a multiplier, not a substitute for growth strategy.