// Conversational Ops · Ask anything · Get grounded answers

Plain English.
Real answers.

Ask anything in natural language. Investigate issues, summarize performance, verify evidence and trigger workflows — without navigating dashboards. Every answer is grounded in operational records with citations to the underlying events.

100%
Grounded responses
6
Persona profiles
AR + EN
Languages
Ask Answer Cite Act
// How conversational ops works

Ask → answer → act.

Six stages between a question and the action it triggers. Every response is grounded against real operational records — no hallucination, no generic AI prose.

  1. 01 · Ask

    Natural language

    Plain English (and Arabic). Operators, supervisors, executives — same interface, different scope.

  2. 02 · Retrieve

    Across the graph

    Search objects, events, workflows, sensor data, documents, images and connected systems.

  3. 03 · Answer

    Grounded prose

    Generate a natural-language answer rooted in actual records — never invented.

  4. 04 · Cite

    Source chips

    Every claim links back to the source record, log entry, image, approval or timeline event.

  5. 05 · Recommend

    Next best action

    Suggest the right next step — with rationale and links to the underlying signals.

  6. 06 · Act

    One click

    Trigger a task, escalation, work order, report or approval — without leaving the conversation.

// Ask questions like

Same interface. Every role.

Operator

"Where is asset A123 now?"

Live location, last seen, assigned team, current state and the path it took to get there.

Supervisor

"Why did this incident breach SLA?"

Root-cause narrative with citations to logs, checks, parts and people involved.

Manager

"Top risks across all sites this morning?"

Ranked summary by severity and business impact, drillable to specific events.

Executive

"Summarize yesterday's safety incidents."

Concise executive brief — incidents, causes, response times, open follow-ups.

Auditor

"Inspections missing photos this week?"

Compliance gaps with full audit-grade citation chain.

Field team

"Vehicles still in the yard?"

Live yard view with vehicle IDs, dwell times and assigned jobs.

// Answers you can trust

Grounded. Cited. Auditable.

Every response is built from actual operational records. Citations show the source — and operators can click through to verify before acting.

Citations attached to every answer

Source records — asset history, RFID reads, sensor logs, work-order timelines, inspection photos, approvals, ERP transactions, incidents, user-activity logs and location events.

Asset historyRFID readsSensor logsWO timeline

Conversational actions

From question to action without leaving the chat: create a task, open an incident, assign a technician, escalate, generate a report, notify a team, update asset status or start an approval flow.

Create taskOpen incidentNotifyApproval
// Why it matters

Operations at the speed of a question.

−68%
Investigation time

Operators get root-cause narratives in seconds — instead of clicking through five dashboards.

100%
Cited responses

Every claim links to a source record. No generic answers. No invented numbers.

3.4×
Answers / hour

Supervisors handle more questions, faster — without operators needing to learn the dashboard layout.

AR + EN
Bilingual native

Native Arabic and English — same answers, same citations, same actions on either side.

Conversational Ops turns natural language into operational action — with citations, recommendations and one-click execution.

Ask Innfini anything about your operation.

A 60-minute architecture review with our solutions team. We connect your data, your systems and your roles to a single conversational surface.