Logswiz applies AI reasoning to 100% of your high-scale data without the prohibitive cost of traditional inference.
No credit card required · Up and running in minutes
Every second, your infrastructure generates thousands of events,logs, transactions, signals,each one carrying intelligence you'll never extract, because reasoning over all of them was never financially possible. Until now.
Logswiz processes every single event in your stream,not a fraction of it. The intelligence you get is built on complete information, not statistical approximations.
Production-grade consistency, not experimental outputs. Logswiz delivers deterministic, auditable reasoning you can integrate into business-critical workflows with confidence.
Logswiz delivers returns that make full automation,across every high-frequency task in your operation,not just viable, but the obvious decision for any business case.
AI reasoning reserved for a fraction of your data,the rest processed by rules, heuristics, or not at all.
Teams reason over a fraction of their events. The rest flows past unexamined, because applying LLM intelligence to all of it was never financially justifiable.
Insights built on sampled data,statistically useful, but structurally incomplete.
Every event in your stream is reasoned over by a reliable AI model,in real time, at any volume.
Every signal examined. Logswiz applies LLM intelligence to your full data stream, so nothing consequential flows past unread.
A 1000× ROI that turns full-coverage AI from a budget conversation into a business imperative.
Cost to reason over x volume of data
Same x volume. Same reasoning. Fraction of the cost.
Inference cost ratio
1000×
less to reason over the same data
Which means
Full coverage
becomes viable
// SAME MODEL. SAME OUTPUT. 1000× THE ROI.
The value Logswiz delivers comes from two compounding factors: the volume of events it reasons over that were previously ignored or sampled, and the reliability of the output that makes LLM inference genuinely trustworthy.
Together, they produce a return on investment that reframes the question entirely, not "can we afford to do this?" but "what has it been costing us not to?"
Full-coverage AI is no longer a future aspiration. It's a present-day business decision.
See the ROI for your stack →Logswiz is domain-agnostic. The same engine, applied to any stream where reliable AI reasoning at scale creates measurable value.
Reason over 100% of your security telemetry. Every authentication event, network flow, and endpoint signal,analyzed in real time.
From deployment signals to runtime anomalies,Logswiz explains the why behind every drift before it becomes an incident.
Pattern recognition at full transaction volume,fraud detection, compliance monitoring, and risk signals that only emerge at scale.
Process 100% of sensor telemetry to detect failure signatures before they become defects,at a production ROI that justifies full deployment.
Structured reasoning over unstructured clinical data streams,at the reliability and scale that healthcare workflows demand.
If your operation has data streams where reliable AI reasoning at scale would create measurable value,talk to us.
Logswiz is a purpose-built reasoning engine,not a general-purpose model adapted for scale. Every architectural decision optimizes for reliability, throughput, and ROI at petabyte volumes.
Purpose-built inference
Designed from the ground up for machine-generated, high-volume data,not adapted from chat models.
Deterministic outputs
Auditable, consistent reasoning you can integrate into business-critical pipelines and depend on in production.
Sub-millisecond latency
Reasoning that keeps pace with your data stream,real-time intelligence, not batch retrospectives.
Any stream, minutes not months
Kafka, Kinesis, S3, OTEL, syslog,if your data flows, Logswiz connects with no infrastructure overhaul.
See what 1000× ROI looks like for your specific workload,with a model reliable enough to put into production.
Built for the next trillion events.