Digital Sandbox for sanari.ai, Demo data

Incidents should lead to better software.

Incident Ops, Infrastructure Ops and AI-DLC on one governed platform, for enterprises in India and the GCC.

Replay a case

Product walkthrough, 8 min 13 s. Screens show the demo tenant.

Principles

How it works

People hold gates

  • Nothing becomes a ticket until a person types APPROVE.
  • Architecture is approved before any code is written.
  • Every live write waits for approval.

One window

  • The help desk stays the source of truth.
  • 36 systems connect through one catalogue.
  • Comments and records are written back to the originating ticket.
  • Jira Data Center and ServiceNow reports of one incident merge into one case.

Accountability

  • An allow-list governs every action.
  • Runbooks are validated before they are automated.
  • Every step records who acted, what ran and what came back.

Pilot

12-week results

Demo-tenant results, 12 weeks
Acknowledge
51 sec
from 28 min
Restore
12 min
from 3 h 42 min
Written RCA
2.1 min
from 1 h 58 min
Detected
52
incidents
Auto-triaged
52
of 52 detected
Remediated
42
of 52 (81%)

Before and after

Each pair is scaled to its own before value.

Before and after, demo tenant Acknowledge 28 minutes to 51 seconds. Restore 3 hours 42 minutes to 12 minutes. Written RCA 1 hour 58 minutes to 2.1 minutes. Acknowledge 28 min 51 sec, 3.0% Restore 3 h 42 min 12 min, 5.4% Written RCA 1 h 58 min 2.1 min, 1.8%
BeforeWith Sanari

Incident funnel

52 detected over 12 weeks. Remaining 10 derived as 52 minus 42.

Incident funnel, demo tenant 52 detected, 52 auto-triaged, 42 remediated. 10 not remediated automatically, derived as 52 minus 42. Detected 52 Auto-triaged 52 Remediated 42 10 not auto-remediated (derived: 52 minus 42) Remediation rate 42 of 52, 81%

Use cases

Replay a case

Seven steps per case. The replay stops at each gate until APPROVE is typed.

Sample incident

    sanari / replaysample data

    ROI

    Model your ROI

    Built on the demo-tenant pilot timings. Adjust the inputs to your estate.

    Default 225: 52 in 12 weeks, scaled to 52 weeks.
    Placeholder. Replace with your own figure.
    Placeholder. Replace with your own figure.
    Total annual value
    Downtime avoided
    RCA effort saved
    Restore hours saved
    Engineer hours returned
    Annual value by component Downtime avoided and RCA effort saved, at the current inputs. Downtime avoided RCA effort saved
    restore hours saved = incidents x 0.81 x (222 - 12) / 60
    downtime avoided = restore hours saved x downtime cost per hour
    RCA hours saved = incidents x engineers x (118 - 2.1) / 60
    RCA value = RCA hours saved x loaded cost per hour
    total = downtime avoided + RCA value
    engineer hours = RCA hours saved + restore hours saved x engineers (shown, not added to total)

    Cost sliders start as placeholders. Licence and run costs are not netted off. This is a planning estimate based on demo-tenant timings: 0.81 is the remediation rate (42 of 52), 222 and 12 are restore minutes before and after, 118 and 2.1 are written RCA minutes before and after. The free proof of concept replaces these figures with numbers measured on your own infrastructure.

    Systems

    36 connections

    One catalogue for help desk, source control, telemetry and knowledge. Named here:

    • Jira Data Center
    • Confluence
    • ServiceNow
    • ClickUp
    • GitHub
    • Prometheus
    • Grafana
    • ELK
    • Kafka JMX
    • Node exporters
    • Nginx

    Contact

    Free proof of concept

    1. Pick one use case: Incident Ops, Infra Ops or AI-DLC.
    2. We build it on your infrastructure.
    3. You measure the result.