Incidents
A ticket is open, and the blast radius is still a conversation.
Enterprise operations platform
Agents that close incidents and build software.
A person approves anything that writes. Incident Ops, AIDLC, and Infra Ops run on one platform, beside the tools already in the estate.
- Human approval on every write
- Allow-listed actions only
- Full case record
Adapters already in the product
- Jira
- ServiceNow
- Prometheus
- Grafana
- OpenTelemetry
- Kubernetes
- Vault
- PostgreSQL
The cost of waiting
The work sits while people reconstruct it.
New systems
A requirement or an old repo is the start. A team is still the schedule.
Infra
A host, an API, a database, or Kafka gets worse before anyone opens a ticket.
Product
Three systems. One approval.
01
Incident Ops
Takes a ticket, finds the cause, and stops before it changes anything.
Jira · ServiceNow · Prometheus · Grafana
02
AIDLC
Starts from a requirement or an old repo and produces a deployable app, the architecture, and the release notes.
Git repo in. Deployable system out.
03
Infra Ops
Watches logs and telemetry and opens a Jira or ServiceNow ticket when a rubric fails.
OpenTelemetry · Elastic · Kafka · Kubernetes
How a run works
The same shape, every time.
The approval is the product. Nothing that writes moves until a person says so.
- 1
Signal
A ticket, a requirement, a repo, or a failing rubric.
- 2
Agents
Work proceeds in parallel. The record stays attached to the case.
- 3
Approve
A person approves the write. That step does not move into chat.
- 4
Act
The allow-listed action runs. Restart, comment, ticket, or deploy.
- 5
Record
What was decided, and what changed, stays on the case.
Connectors
What we connect, and what is next.
Available means the adapter exists. The live demo wires a subset. The rest turn on with the collector in your estate.
Live on the demo
Connected- Jira Data Center
- ServiceNow Incident
- Prometheus
- Grafana
- OpenTelemetry
- Microsoft Entra ID
- HashiCorp Vault
- PostgreSQL
- Ansible
With the collector
Ready- ServiceNow Change
- Elastic
- OpenSearch
- New Relic
- Dynatrace
- Databricks
- Snowflake
- Kubernetes
- ServiceNow CMDB
- Apache Kafka
- Microsoft Teams
- SMTP
- Amazon S3
Roadmap
Not this scope- HubSpot
- Kafka admin
- PagerDuty
- Splunk
- Jira Cloud
Jira Cloud is a different adapter from Jira Data Center. Okta and AD FS use the same sign-in path as Entra. CyberArk follows the Vault pattern. AIDLC takes a Git repo as an input. That is not a connector in this list.
What you can measure
Names, not a borrowed percentage.
The live demo shows these on a seeded day, not on your estate. A design-partner run is where your numbers come from.
Time to acknowledgeFrom signal to a person seeing it.
Time to repairFrom signal to the approved fix.
Tickets detectedWhat the agents picked up.
Fixed without a personClosed inside the allow-list.
Triaged and remediatedCause found, write approved, action done.
Live demo
A gated console. Three systems. A case you can fire yourself.
Book a walkthrough, or open demo.sanari.ai and run a case yourself.
Design partner
Bring one real path.
- A ticket path, or one app to modernize.
- Sanari runs beside the tools you already have.
- You keep approval on every write.
- You leave with your own before-and-after on those metrics.