Control AI With Context And Confidence
The orchestration platform for engineers who need to build, run and scale AI
Why Meibel?
Meibel keeps your AI performing at runtime with unified observability, adaptive orchestration, and continuous optimization.
Context Engineering
Adaptive Data Ingest unifies structured, semi-structured, and unstructured sources. It deduplicates, infers schema, and tracks freshness so every query draws from clean, current, traceable data.
Adaptive Data Ingest
Structured Context Retrieval
Consistent Context Access
Workflow & Agent Control Runtime Governance
Runtime Execution Control enforces structure, contracts, and access rules across models and tools. Through Structured Orchestration, it routes each decision along the optimal path to balance performance, reliability, and cost.
Orchestrated AI Workflows
MCP Tool Execution
Deterministic Execution Paths
Feedback Loops
Measurable Confidence at Runtime
Runtime Confidence Scoring evaluates every output across calibrated dimensions: correctness, coherence, grounding, usability. The score determines whether to return, enrich, switch models, or escalate for review.
Evidence-Backed Decisions
Outcome Provenance
Decision-Aware Automation
Compatibility
One Platform.
Endless Integrations
Meibel integrates seamlessly across your AI stack: orchestrating models, unifying data, and enforcing control wherever you run.
Works with existing AI and ML models to ensure consistent, explainable, and governed performance across environments.
Connects internal databases, ERP systems, PDFs, CAD files, and project data into one unified, searchable layer.
Runs within your existing infrastructure, whether cloud, hybrid, or on-prem, adding orchestration without disrupting operations.
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Take Control of Your AI
Empowering engineering and product teams of any size to quickly build, run and scale Explainable AI Experiences.
What Our Clients Say
Trusted by AI Builders Worldwide
“We use Meibel to integrate generative AI into our SaaS product Specbooks+. We replaced thousands of lines of code and multiple other tools with better, measurable results.”
“Meibel's Generative AI platform has unlocked the full potential of SINE, our foresight analysis and scenario product. The Confidence Framework builds trust and transparency into SINE’s AI-driven insights that empowers our customers to confidently navigate complex strategic planning.”
“Meibel’s Generative AI Platform allows FAST, along with our subordinate Supporting Effort, to expand the scope of US Army projects we are bidding on. We now deliver AI within our solutions that opens new opportunities, ensuring the military of the transparency, accountability and confidence they require.”
“Meibel is a foundational technology for our Generative AI practice. Our customers demand accountability and transparency from AI solutions, along with seamless integration into their existing operations and workflows. Meibel's platform delivers on all fronts.”
Use Cases
Your Data. Your Use Cases. Meibel Infrastructure
Meibel is on a mission to make explainable AI the standard. We envision a world where AI systems are transparent, accountable, and harnessed for the benefit of all.
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Ready to Build Confident AI?
See how Meibel delivers the three Cs for AI systems that need to work at scale.
