From enterprise data to governed action.
Most AI answers questions. OpenKnowra compiles how your enterprise works into live context, applies decision logic you have approved, and builds the actions that agents and people carry out, with traceability, control and a human on the calls that matter.
No rip and replace · agents that share one context · governed and observable by design
From the systems you already run, to governed execution.
Your systems stay where they are. The Context Compiler turns them into live context, the Logic Controller decides on it, and the Action Builder puts decisions to work. Governance and observability wrap all three. You can adopt the context alone, or the full platform.
Decisions that are policy-bound and traceable, with a person on the calls that carry cost or risk.
Systems of record, plus systems of operations and engagement: ERP, CRM, OSS/BSS, billing, HR and the rest. They stay where they are.
Adopt the understanding
Deploy the Context Compiler and build your own agents and applications on one live context.
Run the operation
Add the Logic Controller and the Action Builder for governed decisions and governed action.
Follow one enterprise decision.
A leader asks for an outcome. The Context Compiler resolves the context, the Logic Controller reaches a governed call, and the Action Builder assembles the right people and agents and runs it, with each fact and action recorded. Pick a decision.
One understands. One decides. One acts.
Each solution does one job and shares the same live context. Governance and observability run across all three, and outcomes flow back so the next decision starts from more.
Context Compiler
Connects systems and agents, adds domain knowledge and keeps one live Enterprise Context Graph.
Logic Controller
Turns SOPs and policies into reviewed decision logic, then evaluates recommendations on live context.
Action Builder
Builds and coordinates agents and workflows, including external agents over A2A and MCP, under one control system.
Governance and observability
Access, policy, audit and decision lineage across all three, so each fact, decision and action traces to its source.
Together they form Autonomous Enterprise Decisioning: policy-bound, traceable decisions put to work by agents and people, with humans in command on the calls that matter.
Why this is not RAG, agents, or workflow automation.
Retrieval fetches text. Agents act on assumptions. Workflow tools automate a fixed path. A governed context and decision layer is a different thing, on five counts.
Deterministic
The same facts and the same rules give the same decision, consistent enough to operationalize, not just prompt.
Current
Stays live as the enterprise changes, not a snapshot indexed last month.
Causal
Targets causes and constraints, not surface correlations.
Traceable
Facts, decisions and actions link back to their source records.
Connected
Reasons across systems and agents over A2A and MCP, not within one application’s view.
Autonomy you can trust.
Most AI gives you an answer, then reconstructs an explanation if you ask. OpenKnowra’s reasoning chain is the decision. The trace is not a log written after the fact. It is what ran.
SOC 2 and ISO 27001 certified. For enterprises operating globally, whether US federal AI governance, the EU AI Act, or internal DEI and fairness obligations, AI that affects people requires accountability.
Context engineering since 2007. Not a wrapper.
This is not a recent assembly of models and prompts. Spire.AI was founded in 2007 and built this through enterprise deployment.
- Domain models across telecom, banking, workforce and more
- A proprietary knowledge-graph construction engine, not a graph database
- Enterprise integrations into the systems of record you already run
- Causal reasoning and governance frameworks, proven in regulated settings
- Pre-built, domain-intelligent grids per function
One architecture across twelve grids.
No rip and replace. OpenKnowra reads your systems of record and sits above your data platforms, and the same architecture runs across functions. Open a grid to see it applied.
Stop asking your AI questions. Put it to work.
Bring your hardest function. We’ll walk it as your use case, not a generic demo, and show you the operation running.
Enterprise + Domain + Market = Enterprise Context Intelligence
Context Compiler + Logic Controller + Action Builder = Autonomous Enterprise Decisioning
A 30-minute walkthrough using your specific function. No generic demos.