Proposal agent
Generates and reviews commercial proposals by comparing project history, margins, and client terms.
73%
reduction in preparation time
Results
Ilbira runs on itself first.
Before we sell it, we use it. The three agents you see here are in production today. The metrics are real, not controlled demos.
Invoice reconciliation
Validates incoming invoices against purchase orders, flags discrepancies, and escalates exceptions for human review.
91%
of invoices processed without intervention
Automated deployment
Orchestrates the release cycle: tests, environment validation, team notifications, and automatic rollback on anomalies.
0
manual interventions in production this week
First external case study — coming soon
We'll publish real results from our first client engagement as soon as we have enough data.
Let's start by seeing where you stand.
The AgentOps Audit is the entry point: a short, no-obligation diagnostic with concrete findings.