MIMIR provides an AI agent routing and evaluation platform that predicts performance, regulatory compliance, and cost for third‑party models before deployment. By benchmarking agents against standardized and custom criteria, it quantifies risk and automatically routes workloads to the highest‑scoring agents, helping enterprises ensure compliance and cost efficiency.
Funding
Funding not disclosed
Founders
Product
Problem
Many organizations lack reliable, independent data on AI agents' performance, regulatory compliance, and operational costs, forcing them to rely on vendor marketing claims. This uncertainty increases the risk of deploying non‑compliant or underperforming models, leading to potential legal penalties, reputational damage, and wasted resources.
Solution
MIMIR offers an AI agent routing and evaluation platform that predicts an agent’s performance, compliance with regulations such as the EU AI Act and GDPR, and expected cost before deployment. By benchmarking agents against a curated set of standards and custom evaluations, the platform quantifies risks for specific use cases. The resulting data‑driven scores enable organizations to select the most suitable agents from a competitive marketplace, ensuring transparency and fairness. MIMIR’s continuous data flywheel improves prediction accuracy over time while adhering to strict privacy and governance policies.
Target Audience
Primary customers are enterprises, platform providers, and AI‑driven product teams that need to source, evaluate, and deploy third‑party AI agents while ensuring regulatory compliance and cost efficiency.
Features
- Predictive scoring of AI agents for performance, compliance, and cost based on standardized benchmarks and custom evals
- Automated compliance checks aligned with EU AI Act, GDPR, and other regulatory frameworks
- Risk quantification for individual use cases, covering privacy, PR, and decision‑impact concerns
- Intelligent routing engine that matches workloads to the highest‑scoring agents in real time
- Data flywheel that refines predictions as routing decisions generate new evaluation data
- Transparent, vendor‑agnostic evaluation reports that support informed procurement decisions