Real workflows. Real systems. Anonymized results.
Every story here is a real engagement, anonymized under our client-confidentiality policy. We publish hard numbers only when they're verified. Everything else is described exactly as delivered.
Spend categorization at 8% of the original cost: a multi-agent AI system
About 92% lower analyst-hour cost
verified, anonymized outcome.
About $4.6M saved per year
annual analyst-hour cost fell from roughly $5M to roughly $400K.
Human review retained
ambiguous records always route to people.
Industry
From fire drills to AI-guided operations: an enterprise operating layer
AI coworkers across ERP, CRM & M365
one operating layer.
Blockers explained
context retrieved, causes surfaced, actions recommended.
Before the fire drill
issues found while there's still time to act.