// Platform · CapabilitiesNL queries · Voice · Citations

Ask anything. Get answers grounded in live state.

Ask the platform anything in plain English. Get answers grounded in live sensor data, with the citations to back them. Natural language is a first-class interface, not a chat widget.

// Why it matters

The problem

01
LLM hallucinations. Unattached LLMs fabricate operational facts. In production environments, this is unacceptable.
02
Multilingual ops. Major operations span dozens of language communities. English-only conversational AI excludes most operators.
03
Voice-first environments. Ops floors are loud, hands-full, gloved-handed environments. Text-only interfaces don't cut it.
04
Answers without action. A conversational AI that can only answer questions is half a product. The other half is taking action.

// What Innfini delivers

The capability surface.

NL queries on the ops graph

"Show me every pallet over 72 hours dwell time in Houston." The platform answers — and shows its work.

Grounded LLM with citations

Every answer cites the underlying graph nodes, sensor readings, and operational records.

Voice-first mode

Push-to-talk and continuous-listen modes tuned for ops-floor environments.

Multi-language

12 languages at launch. Voice and text. Per-operator language preferences.

Action-taking via agents

Conversational responses can trigger agentic actions under the same policy controls.

Audit-traceable

Every conversational interaction logged. Every action recorded with full provenance.

// Measured impact

What this delivers.

01
Time-to-answer reduced from minutes to seconds for operational queries
02
12-language support enables operator inclusion across global deployments
03
Voice-first mode supports hands-free ops-floor workflows
04
Grounded LLM eliminates hallucinations in production
05
Action-taking via agents brings the full agentic surface to natural language

See Conversational Ops running in your environment.

A 60-minute architecture review with our solutions team. We map your sensors, your systems, and the workflows where this capability moves the needle.

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