Production-ready AI

Tailored AI solutions, ready for the real world

Most pilots stall because enterprises need AI that’s predictable, auditable, and controlled. Unframe operationalizes guardrails with human-in-the-loop oversight, confidence scoring, explainable decisions - and full observability plugged into your systems and ready to scale.

Why most pilots don’t survive scale

For enterprises competing in volatile markets, this is more than an operational headache. It’s a barrier to agility, resilience, and sustained advantage that traditional enterprise search software cannot solve.

Uncertain behavior

AI is probabilistic by design, clashing with enterprise demand for predictability and repeatability

Unverifiable decisions

Without confidence scores or explainability, outputs can’t be trusted or audited

Lack of human control

There is no structured way to intervene, approve, or override when it matters

How Unframe changes that

AI and agents

AI that’s specialized, human-guided, and built for business impact

Execute multi-step workflows across CRMs, knowledge bases, and enterprise apps

Enforce permission-aware actions with role-based controls and policy checks

Embed human-in-the-loop checkpoints and confidence scoring into workflows

Produce explainable, auditable outputs for every decision

Observability

Full observability across AI, data, and workflows

End-to-end telemetry across latency, accuracy, and adoption

Confidence scores surfaced with every decision for risk-based routing

Logs and traces integrated with Splunk, Datadog, or Grafana for enterprise monitoring

LLM-agnostic control

Run on the model of your choice

Support for any model: open-source, proprietary, or fine-tuned

Dynamically route to different models at runtime without re-architecting

Mix models for specialized tasks like summarization vs. reasoning.

Continuous improvement

Feedback-driven refinement for accurate outcomes

Feedback loops incorporate human input into workflows

Prompt and decision logic adapt dynamically to usage patterns

Runtime monitoring tracks outcomes for iterative optimization

What leaders gain

Unframe empowers teams with modular workflows that snap together like Lego bricks, where each step can call an agent, an API, or a core enterprise function to build scalable solutions with ease. It ensures operational excellence by tracking AI performance in real time and simplifying compliance, reliability, and monitoring, so you always stay in control. And with future-proof flexibility, you can run, mix, or switch LLMs at any time, supported by feedback loops that maintain accuracy and trust.

Power AI outcomes fluent in your business

AI and agents can only be as effective as the context they act on. Unframe’s Knowledge Fabric builds a living semantic layer that connects and contextualizes data across silos.

Explore Knowledge Fabric

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