ContractGate enforces semantic contracts on every incoming data event — in real time, before it touches your warehouse, lakehouse, or AI training set.
ContractGate sits between your producers and your storage layer. Bad events never reach your database.
Upload sample payloads — the contract writes itself. ContractGate ingests your real event samples and infers field types, value ranges, enums, cardinality, freshness constraints, and PII markers automatically. Review, tweak, and promote. Teams who want full control can also author YAML directly and version it alongside their code.
Point your producers at the ContractGate ingest endpoint. Every event is validated against the promoted contract version before touching storage.
Passing events flow downstream. Violations are quarantined with a full violation report. Fix the producer, replay the quarantine — nothing is lost.
Bad data is a $12.9B/year problem for US enterprises alone. ContractGate stops it at the source.
Bad training data poisons models silently. ContractGate ensures every event feeding your feature store meets the semantic contract your ML team defined — before it corrupts a training run.
A single malformed transaction amount can cascade through an entire ledger. Enforce amount ranges, currency codes, and account ID patterns at ingestion — with full audit trail for compliance.
HIPAA-covered fields need to be identified, masked, or hashed before reaching storage. ContractGate's PII transform rules enforce this automatically on every inbound record.
Clickstream events silently drop required fields when clients update. Catch the regression in real time — not three days later when the A/B test results make no sense.
“We've been running dbt tests and Great Expectations for years. They catch problems after the fact. ContractGate is the first tool I've seen that sits in front of the pipe and actually stops bad data from entering.”
“The latency story is real. We ran the Kafka demo and the validation overhead was under 5% vs. a passthrough. That was the blocker for us — we couldn't afford to add 50 ms to the hot path. ContractGate doesn't.”
“The semantic YAML contract format is the right abstraction. It's not just schema — it carries business meaning: glossary definitions, PII policy, metric formulas. That's what you need for governance at scale.”
Most data quality tools run after ingestion. ContractGate runs before — which means it has to be fast enough to not matter.
The validation engine is written in pure Rust. Regexes compile once at contract load time. No GC pauses. No JVM warmup. p99 under 15 ms at any event size.
Unlike JSON Schema or Avro, ContractGate validates meaning — not just shape. An amount field with a negative value is wrong even if the type is correct.
Declare PII fields in the contract YAML. ContractGate automatically hashes, masks, or drops them before storage — per-contract, with format-preserving options for analytics.
Enable Kafka (Confluent Cloud) or AWS Kinesis ingress per contract from the dashboard — no producer changes, no AWS account required. ContractGate provisions per-contract topics or streams and returns scoped credentials on the spot.
Failed events are quarantined with a full violation report attached. Fix the producer, then replay the quarantine through the live contract — no data loss.
Contracts go through draft → stable → deprecated lifecycle. Producers can pin to a specific version or always track stable — with full version history and promotion audit.
Start free. Scale without surprises. Enterprise teams get dedicated deployments and custom SLAs.