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