PRODUCT CAPABILITY

AI Platform Assistant for Operational Investigation

Ask questions in plain English and get answers grounded in traces, evals, costs, model behavior, and business context.
DashboardsEvalsCost signalsTrace data
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AnoSys Copilot
Anosys CopilotAsk operational questions across selected evidence sources
15 sources · 115 records
Token usageLatencySession qualityTool statsCostEvals

Why did checkout quality drop after deploy?

  • Retry loop increased tool latency by 38%.
  • Relevance eval fell below policy threshold.
  • Customer completion dropped in the affected workflow.
Pain

What breaks without it

Incident response slows down when every answer requires a custom query or a specialist who knows where the right data lives.

AnoSys Answer

Operational intelligence with evidence

The AnoSys AI Platform Assistant scopes the right data sources, generates queries, summarizes evidence, compares models, and explains failures in language teams can share.

How It Works

Use natural language as an investigation layer over selected traces, dashboards, evals, costs, and operational records.

01

Scope

Choose the data sources, time window, workflow, model, or customer segment relevant to the question.

02

Query

Generate the underlying searches and comparisons without forcing every user to learn the data model.

03

Summarize

Explain incidents, regressions, cost changes, and quality gaps using the evidence found.

04

Share

Turn the answer into a handoff, report, or incident update that other teams can act on.

Key Capabilities

What teams can do

  • Ask natural language questions over production telemetry
  • Scope analysis to token usage, latency, cost, evals, tool usage, and session quality
  • Generate incident summaries and evidence-backed recommendations
  • Help product, engineering, support, and executives investigate the same event
Relevant Docs

Build from here

AI Assistant Agent Tracing Custom Dashboards Governance
Related reading
What is AI operational intelligence? How to debug AI agent failures in production
FAQ

Does the assistant replace dashboards?

No. It complements dashboards by helping teams ask follow-up questions and get evidence-backed explanations faster.

Can it use selected data sources only?

Yes. Teams can scope the assistant to specific records and signal types for focused investigations.

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