SIEMs Weren't Built for This.
The Lakehouse Is.
Attackers use AI agents. Defenders need AI agents. Both need data — but traditional SIEMs were built for humans writing static rules, not autonomous agents operating at machine speed. The Security Data Lakehouse is the open, agent-ready data foundation that replaces the SIEM.
Traditional SIEMs were designed for a world where human analysts wrote correlation rules and investigated alerts one at a time. That world no longer exists.
AI-powered attack tools autonomously probe, pivot, and exfiltrate at machine speed. They adapt tactics in real-time based on what defenses they encounter. Static rules can't keep up.
To counter agent-speed attacks, you need agent-speed defense. AI security agents that autonomously detect, investigate, and respond — but they need unrestricted, high-throughput data access.
Proprietary formats, per-GB pricing, vendor lock-in, and interfaces designed for human click-through. Your SIEM becomes the ceiling on how fast your agents can operate.
The Security Data Lakehouse is the shared nervous system that all your defender agents read from. It's the data foundation that makes agent-speed security operations possible.
All security telemetry — open, queryable, agent-accessible
A side-by-side comparison of why the traditional SIEM model can't support the AI-native security operations of tomorrow.
Legacy SIEM | Security Lakehouse | |
|---|---|---|
| Data Ownership | Vendor-locked proprietary format | Open formats — you own your data |
| Pricing Model | Per-GB ingestion (costs explode at scale) | Commodity storage (predictable, flat) |
| Query Language | Proprietary (SPL, KQL, etc.) | Standard SQL + programmatic APIs |
| AI Agent Access | Not designed for agents | Native programmatic, high-throughput access |
| Detection Logic | Static rules by human analysts | AI agents + adaptive ML models |
| Scalability | License ceiling, re-negotiate at scale | Petabyte-scale, linear cost |
| Vendor Lock-in | High — migration is painful | Zero — open standards, portable data |
| Speed of Response | Human speed (minutes to hours) | Machine speed (sub-second) |
Every capability is designed so that both AI agents and human analysts can access, query, and act on your security data — without limits.
Ingest security telemetry from any source, any vendor, any format. Firewalls, endpoints, cloud platforms, identity providers, IoT sensors — all flowing into one unified data foundation.
Built on open standards and open data formats. Your security data is stored in vendor-neutral schemas — queryable by any tool, any engine, any AI agent. No proprietary formats, no extraction fees.
Detect multi-stage attacks, lateral movement, and data exfiltration as they happen — not minutes or hours later. Continuous correlation across millions of events per second.
Automatically move data across hot, warm, cold, and archive tiers based on age and access patterns. Sub-second queries on recent events, cost-effective retention for years of history.
Built for both humans and AI agents to query the same data at machine speed. Your security agents get programmatic, high-throughput access — not a dashboard designed for human click-through.
Correlate events across network, endpoint, cloud, identity, and threat intelligence in a single unified view. No more switching between vendor consoles to piece together an attack chain.
Out-of-the-box connectors for all major security vendors. Any log format, any protocol — normalized into a unified, open schema.
Eliminate per-GB pricing surprises and vendor lock-in. Migrate to an open data foundation that costs a fraction of legacy SIEMs while providing superior detection through AI agents.
Deploy AI security agents that autonomously detect, investigate, and respond to threats at machine speed — powered by unrestricted access to all your security telemetry.
Hunt across petabytes of historical security data with sub-second queries. AI agents and human analysts work side-by-side on the same open data — no export required.
Retain years of security data at commodity storage prices. Immutable audit trails, point-in-time queries, and automated compliance reporting — all on data you fully own.
Give it the data foundation it deserves — open, fast, and built for the agent-vs-agent era. Stop paying per GB for locked-in data.