Cut incident response from 30 minutes to 60 seconds
Your engineers shouldn't spend half an hour querying Grafana and CloudWatch. Podsoft investigates production issues autonomously — right in Slack.
Three steps. No context switching.
Ask in Slack
Type a question in natural language. "Why are we seeing 500 errors on payments-api?" — no query syntax, no dashboard hunting.
→Podsoft Investigates
The AI agent queries your Loki, CloudWatch, or Prometheus. It widens time ranges, cross-references signals, and follows the evidence — autonomously.
→Get the Root Cause
A structured answer with severity, evidence, and next steps — delivered in seconds. Your senior engineer's investigation, without pulling your senior engineer.
An AI SRE that never sleeps
Autonomous Investigation
The AI agent doesn't just translate queries — it investigates. It widens time ranges on zero results, cross-references signals, and follows the evidence until it finds the root cause.
Logs, Metrics & Traces
Query Loki, CloudWatch, Prometheus, and Tempo from a single Slack conversation. Switch between signal types without switching tools or browser tabs.
Live Investigation Stream
Watch the agent work in real-time. Every tool call, every intermediate result, streamed to Slack as it happens. Full transparency into the reasoning.
Team Isolation
One deployment, unlimited workspaces. Each team connects their own log backend with encrypted credentials — fully isolated, SOC 2-friendly architecture.
Security that satisfies your compliance team
PII Redaction
Automatically detects and masks emails, phone numbers, IPs, and credentials before they reach the AI model.
AES-256-GCM Encryption
All secrets — API keys, bot tokens, connection strings — encrypted at rest with unique IVs per record.
Prompt Injection Guard
Multi-layer defense against prompt injection attacks. Queries are validated and sanitized before reaching the model.
Your Infrastructure
Connects to YOUR Loki, CloudWatch, or Prometheus. Logs never leave your environment. We query, we don't store.
Rate Limiting & Circuit Breakers
Per-workspace query limits with automatic circuit breaking. Runaway queries are terminated before they impact your backend.
Full Audit Trail
Every query, every tool call, every result — fully auditable. Know exactly what the AI did and why.
Your logs never leave your infrastructure
Podsoft connects to YOUR Loki, CloudWatch, or Prometheus over your existing network. We query your data in place — we never copy, store, or transfer it. Complete data sovereignty.
Connects to your existing stack
Stop losing engineers to debugging
Connect Podsoft to your observability stack in 5 minutes. No code changes. No data migration. Your team is investigating faster by end of day.
Schedule a Demo