Agents that reason with language and execute with governed tools.
Ekyam separates what the LLM interprets from what 55+ retail-specific tools resolve, calculate, authorize and audit.
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The LLM interprets.
Ekyam verifies.
LLMs handle intent and explanation, while deterministic systems ensure governed, consistent, and traceable decisions.
The LLM interprets.
Ekyam verifies.
LLMs handle intent and explanation, while deterministic systems ensure governed, consistent, and traceable decisions.
Reduce LLM costs
without replacing your agents.
Ekyam makes existing agents more efficient by supplying validated operating context and deterministic retail tools instead of requiring the LLM to repeatedly retrieve, interpret and reconcile raw data.
40%+ lower LLM costs
Less retrieval, interpretation and reconciliation on every task.
74% fewer input tokens in one test
In a live inventory test, the information processed by the LLM fell from approximately 18,000 to 4,600 tokens.
75% fewer source-system calls
The same test reduced source-system calls from four to one.
Three brands.
Three vocabularies.
One canonical entity.
Each brand and system describes the same product differently. The ontology resolves them into one governed entity every agent can query.
Guardrails are part of execution,
not a disclaimer.
Resolve before reasoning
The agent must identify the governed entity before calculations or recommendations can run.
Validate before answering
Freshness, permissions, rule selection and confidence thresholds are checked programmatically.
Approve before acting
Recommendations can route into controlled workflows without giving the model unrestricted system access.
