CaiGR™ · Behavioral Governance Engine

Your AI is too expensive.It's also too risky.That's not a coincidence. It's an architectural failure.

Current approaches to AI governance try to wrestle a probabilistic model into compliance — layering constraints and rules, and negotiating responses down to something that passes muster.

That's not governance. It's negotiation. And that's what makes AI both expensive and unreliable.

colliga.ai built a governance architecture that replaces squishy, probabilistic methods with a hard, inescapable boundary — lowering AI cost by 53–58% while raising the quality bar north of human error.

One root cause. One fix.

Learn why today
Enterprise AI costs are outpacing ROI at every scale.
13×
Token consumption growth since Jan 2025
Sequoia Capital · AI Outlook 2025
73%
Of enterprises report AI costs exceeded projections
Gartner · Enterprise AI Survey Q1 2025
30×
Per-interaction cost increase since 2023
McKinsey Global Institute · 2025
ENTERPRISE ACCESS

Ready to stop asking your AI to behave
and start telling it?

Contact us today →
partnerships@colliga.ai