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Data Onboarding

Turn raw data into actionable security data

Getting new security data ready for analysis shouldn't take weeks of engineering work. Anvilogic automatically parses, normalizes, and enriches raw data into the schema of your choice, so it's ready for search, detection, and investigation in minutes.

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Raw Event UNSTRUCTURED

<134>Oct 9 07:42:11 fw01 %ASA-6-302013: Built outbound TCP 170.130.55.117…

{"eventVersion":"1.08","userIdentity":{"type":"IAMUser","userName":"mont.donald"…

Data Onboarding Agent · PARSE · NORMALIZE · ENRICH

PARSE

• 100s of out-of-the-box parsers and search-time extractions
• Any schema you choose — OCSF, CIM, or your own
• Deploy in minutes from raw storage to detection-ready gold datasets
• Monitor health 24/7 on every pipeline and feed

Onboard new data in minutes, not months.

Getting new data into your SOC shouldn't require weeks of engineering work. Anvilogic automatically builds the ingestion, parsing, normalization, and enrichment pipeline, making new data ready for search, detection, and investigation in minutes. From raw data to security-ready data, automatically.

• Onboard new data from cloud storage or existing data sources
• Automatically parse, normalize, and enrich every event
• Deliver security-ready data in OCSF, CIM, or your own schema

Snowflake Data Onboarding BLUEPRINT

1. Sample the Bronze Table - understand the data · propose a gold domain - DONE
2. Confirm Event Time Handling - timestamp format · timezone · conversion - DONE
3. Field Coverage Check - every source field mapped to the gold schema - RUNNING
4. Performance Testing - validate the pipeline runs fast & lean
5. Audit Report - document the feed's path into the gold layer
6. Deploy Normalization Pipeline - recurring ETL · bronze → gold

Extraction Library 100s OUT OF THE BOX

• Firewall network_activity
• Identity authentication
• Endpoint process_activity
• Cloud Audit api_activity
• DNS dns_activity
• Web Proxy http_activity
• Email email_activity
• OS & System system_activity
• +Hundreds more

APPLIED AT QUERY TIME

Standardize data without moving it.

Not every dataset needs a dedicated pipeline. Anvilogic standardizes data as you search it, transforming raw events into the schema of your choice without moving the data or maintaining another ETL pipeline. Keep your data where it is. Get the structure you need when you search.

• Standardize data at search time with hundreds of prebuilt extractions
• Support OCSF, CIM, or your own schema without building new pipelines
• Keep data in place with zero pipeline maintenance

Vendor Alert Integrations

One alert format, every vendor.

Bring alerts from every security tool into one unified view. Anvilogic automatically parses, normalizes, and enriches vendor alerts, making them immediately searchable, correlated, and ready for investigation. Spend less time reconciling formats and more time understanding the attack.

• Connect alerts from your existing security tools in minutes
• Automatically normalize and enrich every alert
• Correlate alerts across every vendor from one unified view

Alert Integrations VIA API

• CrowdStrike Falcon detections API · streaming - CONNECTED
• Microsoft Defender alerts API · streaming - CONNECTED
• Wiz issues API · 15 min poll - CONNECTED
• Proofpoint SIEM API · ready to add - + Connect

PARSED · NORMALIZED · ENRICHED

Alert Lake 1,204 ALERTS TODAY

Pipeline Health 24/7 MONITORING

• Windows Security ETL → gold.endpoint - HEALTHY
• CrowdStrike Alerts vendor alerts → alert lake - HEALTHY
• Palo Alto Firewall ETL → gold.network - DEGRADED
• Okta Identity ETL → gold.identity - HEALTHY

Health Alert — parsing break detected

src_ip null in 43% of events since 07:12 · 3 detections impacted

Health Monitoring

Know the moment a pipeline breaks.

A broken pipeline creates blind spots in your SOC. Anvilogic continuously monitors data pipelines and vendor alert integrations, alerting you the moment data stops flowing, parsing fails, or schema changes put detection coverage at risk. Find the problem before it becomes a missed detection.

• Monitor every data and vendor alert pipeline
• Detect broken parsing, schema changes, and stalled data feeds immediately
• Protect detection coverage with proactive health monitoring

Customers

Trusted by detection engineering teams.

"The impacts that AI makes across the detection lifecycle, from tuning, to reducing false positives in alert monitoring, to leveraging a cost-effective lakehouse, fundamentally transform the detection engineering process."

Roland Costea
CISO — Enterprise Cloud Services, SAP

"By using a detection engineering platform on top of our data lake, we are able to achieve some significant efficiencies in our overall SOC and IR operations, which can equate to cost savings of close to 70–80%."

Prabhath Karanth
Global Head of Security & Trust, Greenlight

"Anvilogic is the perfect solution because it doesn't depend on any specific underlying data lake or SIEM solution. It isolates and abstracts the layer of data storage down to the schema, so we don't have to worry about making a big decision for the underlying storage solution. Instead, we have the flexibility to plan for the future."

Guang Wang
Sr. Director of Security Operations, Alteryx