Context and Control Layer for Scaling AI Outcomes

Context and Control Layer for Scaling AI Outcomes

Context and Control Layer for Scaling AI Outcomes

Deploys inside your tenant. Uses your approved models.

Enforces policy on every call.


An open runtime for agents, context, memory, tools, and governance across all AI workflows.

Deploys inside your tenant. Uses your approved models.

Enforces policy on every call.


An open runtime for agents, context, memory, tools, and governance across all AI workflows.

AI One

Agent Harness

Memory Engine

Agentic Ontology

AI Data Fabric

Control Plane

Governed by Design

Governance is the runtime, not a bolt-on.

Every tool call is permissioned and policy-enforced - AI can't sidestep controls. Full tracing on every action, decision, and data path. Tunable controls let the business set the right level of autonomy per workflow.

Every tool call is permissioned and policy-enforced - AI can't sidestep controls. Full tracing on every action, decision, and data path. Tunable controls let the business set the right level of autonomy per workflow.

Your Knowledge, Codified

Agents don't improvise. They operate from a shared definition of work.

Your business terms, entity definitions, and operational know-how are encoded into reusable skills and playbooks. Agents follow how work should be done using approved tools and queries. Behavior is configuration, not code.

Your business terms, entity definitions, and operational know-how are encoded into reusable skills and playbooks. Agents follow how work should be done using approved tools and queries. Behavior is configuration, not code.

Continuous Learning

Memory turns pilots into production assets.

Learn from every execution: what worked, what didn't, and what can be reused. Accuracy improves over time. Cost goes down. Teams stop rebuilding the same logic for every new workflow.

Learn from every execution: what worked, what didn't, and what can be reused. Accuracy improves over time. Cost goes down. Teams stop rebuilding the same logic for every new workflow.

Data Without Migration

Connect the data. Don't move it.

Query across structured systems. Access documents and files through controlled gateways. Resolve entities and relationships across sources into a single coherent view without migration.

Query across structured systems. Access documents and files through controlled gateways. Resolve entities and relationships across sources into a single coherent view without migration.

Get in touch.

Get in touch.

See a demo of this in action and how it can transform your AI strategy.

See a demo of this in action and how it can transform your AI strategy.

Capture the value on the frontier.

Copyright © 2026 AI First Technologies, LLC

Capture the value on the frontier.

Copyright © 2026 AI First Technologies, LLC

Capture the value on the frontier.

Copyright © 2026 AI First Technologies, LLC