Bilanc

Bilanc is an analytics and cost-intelligence platform designed to help organizations understand the real impact of every dollar spent on AI tokens. It provides granular visibility into how AI usage translates into cost, performance, and business value across models, teams, and applications. The primary purpose of Bilanc is to give finance, data, and engineering leaders a single source of truth for AI token consumption and ROI, enabling better budgeting, optimization, and governance of AI initiatives.

Bilanc ingests usage data from AI providers and internal systems, normalizes it, and surfaces detailed metrics such as token spend by model, project, team, or feature. It supports comparisons across models and vendors, helping teams identify more cost-effective configurations without sacrificing quality. The platform offers dashboards, alerts, and reports that highlight anomalies, unexpected spend spikes, and underutilized resources. In addition, Bilanc enables scenario analysis and forecasting so organizations can model the financial impact of scaling AI workloads or switching providers.