Observability
Real-time monitoring and alerting for data pipelines and processes.
Start with file uploads, then run quality, pipelines, and jobs on one surface. Built for solo builders and small teams in beta — one account per person today; team workspaces and connectors are on the roadmap.
From raw inputs to answers — without leaving the workspace
Bring messy inputs in, run them through one standard shape, then explore and ship. No network diagram required — just a clear path.
Bring CSVs and exports into your workspace. Database and cloud connectors are coming after beta.
Align fields and quality rules so every tool reads the same truth.
Ask questions, chart answers, and hand off clean data to the next system.
We ship every week. Here’s what’s next on the platform.
Real-time monitoring and alerting for data pipelines and processes.
Data governance policies, access controls, and compliance management.
Real-time data processing and streaming analytics capabilities.
Automated and manual data labeling for machine learning workflows.
Beta honesty: No team RBAC yet (one login per person). Upload-first — not S3 or warehouse connectors in the product today. Pipelines and jobs run on demand; scheduled cron is not live. Dashboard assistant is rules-based (type a command; microphone/ASR may be off in your browser). We do not offer 24/7 product SLA — enterprise work is a scoped consulting sprint.
Free beta for core tools — fair-use limits apply (100 MB uploads, 2 GB storage, 2 concurrent jobs, 50 jobs/day). See pricing & limits.