The Run Layer
Where AI intent becomes dependable execution
Runtime is the control plane and AI orchestration engine that coordinates models, tools, data, workflows, and guardrails, turning what teams build in Studio into reliable enterprise operations.
Organizations try to assemble an AI execution layer from disconnected tools. The result is fragile, ungoverned, and impossible to scale.
Duplicated Integrations
Every new agent requires its own connections to data sources, permission models, logging, and risk controls, multiplied across every team.
Inconsistent Controls
When AI is deployed through scattered tools, it becomes impossible to know which policies apply, what data is accessed, or which actions an agent can take.
Fragile Automations
One-off automations break when data changes or model behavior shifts. Without a unified orchestration layer, reliability at enterprise scale is impossible.
The Solution
A unified control plane that replaces fragmentation with reliability
Every agent and workflow runs through the same execution fabric, with consistent governance, security, and monitoring built in.
1 unified
Control Plane
All agents and workflows through one execution fabric
Multi
Model Routing
Optimized model selection for cost, latency, and quality
Live
Orchestration
Coordinate tasks, tools, data, and human approvals
Prod
Grade Reliability
From prototype to repeatable operations in one step
AI Orchestration
Business-aware orchestration, not generic pipelines
LLMs are powerful but not inherently business-aware. Runtime orchestrates structured access to systems of record, metrics, reference data, and policies, enabling agents to move beyond surface-level answers into higher-value reasoning.
An agent can interpret a KPI anomaly, trace drivers across datasets, validate against authoritative sources, and propose next steps, while respecting policy.
Structured access to the full data ecosystem
Multi-source reasoning with policy compliance
Foundation for critical-thinking workflow automation
Control Plane
Multi-step work with enterprise controls
Business work is rarely a single prompt and response. Runtime manages the complexity: how agents plan and execute tasks, call tools, retrieve and transform data, and coordinate with people when approvals or exceptions are required.
Task Planning
Agents decompose complex work into governed steps
Branching Logic
Conditional paths based on data and agent confidence
Human Coordination
Route approvals and exceptions to the right people
Standardized Behavior
Consistent agent execution across all departments
Studio to Production
Turns prototypes into repeatable operations
Studio is where teams build. Runtime runs what Studio builds, turning creative work into standardized, governed, production-grade execution.
Faster delivery
Reuse standardized orchestration foundations
Lower overhead
No per-agent integration from scratch
Enterprise scale
From one team to the whole organization
Platform Integration
Orchestration aligned with governance and security
Build
Studio
- • Runtime runs what Studio builds
- • Prototype to production seamlessly
- • Visual builder, production-grade execution
Run
Runtime
- • Unified control plane
- • AI orchestration engine
- • Multi-model routing
- • Production-grade execution
You are here
Cyber
Cyber
- • Security enforced at Runtime
- • Risk controls on every execution
- • Consistent guardrails at scale
Real Outcomes
From answering questions to solving problems
Runtime connects AI reasoning to safe execution across every department, unlocking use cases that go far beyond simple Q&A.
Finance
Explain variance drivers, generate commentary, route exceptions
Revenue Ops
Enrich pipeline signals, recommend next-best actions
Customer Ops
Resolve issues with context from across systems
Compliance
Surface anomalies, support investigations with traceable evidence
Complete Platform
One platform, complete stack
Industries
See how industries use Datafi
Manufacturing
An operating system for business AI that unifies production, quality, maintenance, and supply chain data across manufacturing organizations. Governed, scalable, enterprise-wide.
Learn moreHealthcare
An operating system for business AI that unifies clinical, financial, and operational data across healthcare organizations. Governed, HIPAA-aligned, auditable, enterprise-wide.
Learn moreRetail
An operating system for business AI that connects merchandising, store operations, ecommerce, supply chain, and customer intelligence across retail organizations.
Learn moreTurn first-party data into autonomous, high-impact operations
Runtime is the control plane that makes it practical for organizations of any size to run AI that does real work, reliably, at scale, and with confidence.