Meibel, the runtime platform empowering confident AI deployment, announced a $7 million seed funding round led by Mosaic General Partnership. The funding will accelerate Meibel’s mission to provide explainable, reliable AI control in production environments across multiple industries.
1. The Future of AI is Runtime Control
- Meibel focuses on controlling AI behavior live, managing data retrieval, decisions, and real-time adaptation.
- Unlike tools emphasizing model access or prompt tuning, Meibel governs what happens between data and models in production.
- The platform offers ingestion, orchestration, evaluation, and governance layers for trusted AI deployment.
2. Platform Capabilities for Production AI
- Intelligent Data Ingestion: Converts varied data into context-aware inputs for accurate decisions.
- Decision Traceability: Links outputs to data, models, and logic for full auditability.
- Confidence Scoring: Customizable real-time evaluation across grounding, reliability, and safety.
- Agentic Workflows: Coordinates AI, human, and system actions with flexible control.
- Continuous Adaptation: Applies live feedback without downtime or retraining.
- Execution Control: Configurable rules for decision quality, latency, and cost.
3. Industry Validation and Investor Confidence
- Seed round led by Mosaic General Partnership, joined by Array Ventures, Denver Ventures, Cofounders Capital, and Service Provider Capital.
- Mosaic’s Fatima Husain highlights Meibel’s role as a critical partner for enterprise AI integration with traceability and production reliability.
4. Case Study: SpecBooks Transformation
- SpecBooks automated complex quoting workflows for construction using Meibel’s runtime platform.
- The system ingests unstructured specs, extracts product intent, and connects to live product catalogs.
- Resulted in a scalable, traceable, adaptive AI workflow replacing manual, error-prone processes.
5. Designed for High-Trust, Scalable AI Applications
- Ideal for sectors like legal tech, finance, healthcare, energy, and government requiring transparency and control.
- Integrates with AI infrastructure tools like Hugging Face, Ray, LlamaIndex, and LangChain.
- Flexible deployment: SaaS, private cloud, or on-premises with strong governance features.
- Real-time cost and risk management for scalable, secure AI operations.
6. Looking Ahead: Growth and Industry Expansion
- Plans to grow product and engineering teams and enhance orchestration, retrieval, and live feedback features.
- Expanding partnerships to help organizations move from AI pilots to reliable production systems.
- Showcasing runtime AI infrastructure at The AI Summit London in June 2025.
Meibel’s $7 million seed funding marks a significant step toward establishing runtime control as essential for trustworthy AI production. By delivering explainability, adaptability, and control at scale, Meibel equips enterprises to deploy AI with confidence in complex, high-trust environments.
