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Verified AI Observability · Yantreal

Yantreal Sakshi

Every root cause proven. Every fix proven. Every step on the record.

Yantreal Sakshi — Verified AI Observability
Yantreal Sakshi console

▶︎ The real product, running live on Hibilter’s own estate. Customers sign in above; for everyone else, a private walkthrough on your industry.

Telecom networks, payment rails, factory lines and power grids produce more signals than any team can read. Today’s observability tools add an AI assistant that suggests a root cause — and leave your engineers to find out whether it is right.

Sakshi (साक्षी) is Sanskrit for witness. Yantreal Sakshi never puts a root cause in front of your team until your own telemetry proves it. When a fix runs, Sakshi measures again, and only a proven recovery closes the incident.

Every observation, decision and action is kept on a tamper-evident record, so the timeline your auditors and regulators see is the one that actually happened.

For operations, risk and compliance leaders in telecom, banking, manufacturing and energy: faster recovery, fewer wrong turns, regulator-ready evidence — and AI that runs on your own infrastructure.

What it does

Built to deliver outcomes.

01

Proven root cause

AI agents find the likely cause — and Sakshi shows it only once your own telemetry confirms it. Wrong turns are ruled out before the bridge call starts.

02

Proven fixes

After every fix Sakshi measures again. Only a real recovery closes the incident; anything else is rolled back.

03

Evidence on record

Every observation, decision, approval and action is kept on a tamper-evident record — regulator-ready reports in minutes.

04

Impact in your terms

Each incident priced the way your board thinks: failed transactions and ₹ disrupted, subscribers hit, OEE lost, customers at risk.

05

Sovereign by design

Runs in your data centre or in-country cloud on your own models. No telemetry leaves your boundary.

06

Human-in-command

You decide what runs on its own. Every action on plant or grid control systems waits for a named approver.

Industry packs

For operations that cannot go down.

01

Telecom

RAN, transport, 5G core, IMS and BSS — subscribers affected, dropped calls and revenue at risk, with evidence for TRAI and CERT-In.

02

BFSI

UPI, cards, core banking and fraud models — failed transactions and value disrupted, with evidence for RBI, CERT-In and DORA.

03

Manufacturing

Lines, CNC, PLCs, OPC UA and predictive maintenance — OEE, units and margin lost, with evidence for IEC 62443.

04

Energy

Substations, transformers, feeders, SCADA and DER — customers at risk and energy curtailed, with evidence for CEA and NERC CIP.

See Yantreal Sakshi prove a live fault.

Book a private walkthrough on a reference estate for your industry — or on a sample of your own telemetry. Available on-premise or in-country cloud.