yotta_bot

Yotta SRE Platform

The agentic SRE team for the enterprise — triage alerts, investigate incidents, run runbooks, and ship post-mortems, grounded in Yotta Context: the shared discovery layer the rest of the platform already reads to know what exists, what depends on what, and what's safe to do next

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What it is

What is Yotta SRE Platform?

Yotta SRE Platform is an agentic SRE team that lives inside the yotta_bot control plane. Triage, investigation, runbook execution, and post-mortem drafting all run as Yotta agents on top of Yotta Context — the shared, multi-modal discovery layer the rest of the platform already reads to know what exists, what depends on what, and what's safe to do next. Production has outgrown human-only troubleshooting, but bolt-on AI SRE products bring their own context store and their own identity surface alongside the observability stack. Yotta SRE Platform reuses the discovery layer, identity, audit, and runtime that the rest of your agents already share, so every alert triage, multi-hop investigation, runbook step, and post-mortem draft is grounded in real production state and observable end-to-end.

Capabilities

What SRE Platform gives your team

These capabilities map to the SRE Platform workspace in yotta_bot — Overview, Incidents, Investigations, Runbooks, Post-Mortems — plus the self-healing actions agents take when a diagnosis converges

  1. 01Live overviewSingle situational-awareness surface for active incidents, on-call rotation, service health, recent post-mortems, and the agents currently investigating
  2. 02IncidentsAutonomous alert triage and incident lifecycle — severity assignment, on-call routing, communications, and resolution — with every state change carrying a Yotta Identity principal and audit trail
  3. 03InvestigationsMulti-hop causal investigations across services, infra, networking, recent code changes, and config drift — each hop traceable to a live Yotta Context node, not a hallucinated dependency
  4. 04RunbooksAuthor runbooks once, run them autonomously. Each step is an Agent Platform agent with its own grants, audit trail, approval gates, and rollback path
  5. 05Post-mortemsDrafted from the live incident timeline — detection, response, contributing factors, owners, action items — with citations back to investigation hops, runbook invocations, and Yotta Context nodes
  6. 06Self-healing actionsDiagnoses convert to mutations — PR drafts, Kubernetes patches, Terraform plans, runbook step invocations — gated by your existing change-control, approvals, and policy rather than a vendor's opaque automation
Comparison

SRE Platform compared with similar products

AI SRE products usually arrive as a separate surface with their own context store, identity, and audit pipeline bolted on next to the observability stack. Yotta SRE Platform is one workspace inside the yotta_bot control plane — the discovery layer is Yotta Context, the identity is Yotta Identity, the runbook actions are Agent Platform agents, and the audit is Logs Manager. Same operating model as every other product your team already uses.

Capability SRE Platform Traversal Datadog Bits AI PagerDuty AIOps New Relic AI
Primary scope Agentic SRE team inside the yotta_bot control plane Standalone AI SRE for enterprise production AI assistant layered onto the Datadog observability suite Event intelligence and incident automation on the PagerDuty Operations Cloud AI assistant layered onto New Relic One
Context layer Yotta Context multi-modal discovery layer (property graph, vector index, event log, document store, inverted index) shared with every Yotta product Production World Model™ — proprietary representation of the production environment Service map and entity graph derived from Datadog telemetry Service graph built from PagerDuty event streams Entity graph derived from New Relic telemetry
Investigations Multi-hop causal investigations grounded in Yotta Context nodes; every hop is a citeable agent action Causal Search Engine™ across services, infra, networking, and time Investigations summarized from observability signals Alert correlation and likely-cause hypotheses Anomaly correlation and root-cause suggestions
Runbooks & remediation Runbooks run as audited Agent Platform agents with grants, approvals, and rollback Self-healing remediation that converts diagnosis into action Workflow automation through Datadog Workflows Automation Actions and runbook integrations Workflow automation through New Relic integrations
Post-mortems Drafted from the live incident timeline with citations back to investigation hops and runbook steps Incident RCA across services, dependencies, and changes Incident-summary generation in the Datadog incident product Post-incident review templates inside PagerDuty Incident summaries inside New Relic incident intelligence
Governance & audit Shared Yotta Identity principals, policy, and Logs Manager audit across humans, services, workloads, and agents Vendor-managed audit inside the AI SRE product Datadog audit trail scoped to Datadog PagerDuty audit log scoped to PagerDuty New Relic audit scoped to New Relic
Deployment posture Cloud or self-hosted control plane SaaS SaaS SaaS SaaS
  1. 1Yotta capability descriptions combine the planned SRE Platform workspace (Overview, Incidents, Investigations, Runbooks, Post-Mortems) with the cross-product surfaces it inherits from yotta_bot.
  2. 2Similar-product summaries are based on public vendor positioning and documentation reviewed in June 2026. Production World Model™ and Causal Search Engine™ are trademarks of Traversal.

Try it for yourself

Schedule a demo with someone on our team. We’ll explore your use cases, answer your questions, and find the deployment model that best fits your needs.

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