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Embrasure
Powered by TraceDB7.8× faster than ClickHouse

The warehouse
built for agents.

The bleeding edge of data infrastructure.

Backed bya16z SpeedrunBuilt by engineers fromOpenAIPalantirUberLinkedIn

Fast and efficient, powered by TraceDB.

Agents ask one follow-up after another, and TraceDB answers each in milliseconds. Press Run queries to race it against Snowflake, ClickHouse or DuckDB on the same data. Read the research

7.8× faster than ClickHouse, warm90% lower query costs than SnowflakeRecorded over 100 million synthetic events, warm, with no result caches. Each engine ran alone with the fastest SQL we found for each question, and every answer matched; each tab replays the middle of five runs. TraceDB, DuckDB and ClickHouse each had 4 vCPUs of one VM in AWS us‑east‑1. Snowflake ran on an X-Small warehouse in us‑west‑2, so its times include the trip between regions.

TraceDBvs
Ready
Recorded runevents100,137,865 rows· 553,000 users · 30 daysNo result caches
TraceDB4 vCPUs0.00 s

    Press Run queries to start

    ClickHouse4 vCPUs0.00 s

      Press Run queries to start

      Press Run queries to start

      Run the queries, or press Enter, to ask both agentsRun the queries to ask both agents

      A recorded run, replayed. To run it on your own data, request a demo or join the waitlist.

      Open storage. Enterprise controls.

      Your data stays in open tables

      Apache Iceberg in your own storage bucket or ours. Any engine that reads Iceberg can read it, so nothing is locked in.

      Access controls and encryption

      SAML SSO, SCIM, role-based access and audit logs. Encrypted in transit and at rest. SOC 2 Type 2 in progress. Security

      Realtime ingestion, built in.

      Embrasure Flow streams changes from Postgres and Supabase into tables you own, so your agents always work from current data.

      <1s ingestion latency

      Portal Postgres

      portal-prod → analytics · Continuous

      Health
      Healthy
      Last sync
      Just now
      Tables
      12 of 13 in sync
      Recent
      • Synced
      • Synced
      • Failed
      • Synced
      • Synced
      • Synced

      Autonomous data engineering and science.

      Embrasure finds unique insights within your massive data warehouse, fixes upstream issues before they break your dashboards, and improves your data model — entirely autonomously.

      Up to 90% lower cost per answer than Snowflake

      Priya Natarajan7:46 AM

      Invites for Thursday’s founder dinner go out at noon.

      EmberAPP8:01 AM

      Founders who RSVP three or more days ahead check in to 74% of events. Same-day RSVPs check in to 41%.

      Next step: Send same-day RSVPs a reminder on the morning of the event.

      EmberAPP8:02 AM

      Perk claims fell 31% in the week after the portal redesign, and the drop is all on mobile.

      Next step: Move the Claim button above the fold on mobile.

      Keep in mind: Two large perks expired on Oct 20, which accounts for about a fifth of the drop.

      Relevant to: @Cayden Le

      Open investigation

      From your sources
      to your agents.

      Explore sources

      Your sources

      • Postgres
      • Supabase
      • Stripe
      • Salesforce
      Embrasure
      Built-in Realtime Ingestion
      Industry leading sub-second ingestion via Embrasure Flow.
      Apache Iceberg + Agent‑Accelerated Formats
      Open tables you own, with Embrasure’s agent-accelerated formats and indexes layered on top.
      Compute at Agent Speed
      The Embrasure Warehouse reads those formats directly. Agent queries come back 8× faster.
      Self-Improving Memory
      Embrasure learns from query patterns, errors, and context to improve query accuracy.

      Query with

      MCP
      Your agents
      CLI
      Your terminal
      Ember
      In Slack

      Your data.
      Ready for agents.

      Connect your sources. Bring your agents, or ask Ember in Slack.