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AI-native infrastructure tools

Infrastructure that
explains itself

Automatically investigate incidents. Cut observability costs. Query your logs in plain English. Infranexis builds focused AI tools for every team that runs production infrastructure — cloud-native or on-prem.

40–70%
avg observability cost reduction with Lens
<60s
to root cause with Causa
100% your infra
no data leaves your network

Three tools. Three real problems solved.

Each product owns one problem and solves it deeply — no bloated platforms, no forced bundles. Pick the one that hurts most and start there.

Available

Causa — AI-Powered Incident RCA for Kubernetes, cloud & bare metal

Your on-call engineer is paged at 2 AM. Causa investigates the incident like a senior SRE — correlating logs, events, and traces across every signal — and delivers a full root cause analysis in under 60 seconds.

<60s
mean time to root cause
1 cmd
single-command install
Any alert
PagerDuty, Grafana, OpsGenie
ALERT
payment-service CrashLoopBackOff
2:04 AM
PagerDuty → Causa triggered
AI RCA
Causa agentic investigation
✓ 47s
Root cause: OOM kill in postgres-pool-manager (node: ip-10-0-2-14) caused connection exhaustion upstream. payment-service failed health checks after 3 missed heartbeats and entered crash loop.
postgres OOM
conn timeout
payment crash
PD alert
Beta

Lens — AI Log Filtering & Observability Cost Reduction

Lens sits between your infrastructure and any observability backend. It scores every log and routes intelligently — tiering to different destinations based on priority, cost, or compliance. Most teams save 40–70% in the first week.

40–70%
avg bill reduction
<5ms
added latency
5 min
to first saved dollar
Lens — pipeline overview
4 running
Logs processed
2.4M
Estimated saved
$340
☸ prod-k8s
82
SEND
☸ staging
19
DROP
This month's savings $340.22 saved ↑

Built different, on purpose

We don't build platforms. We build tools — each one focused on a single job, done exceptionally well.

🎯

Focused, not bloated

Each Infranexis product owns one problem. No feature creep, no forced bundles, no becoming the platform you're trying to replace.

💰

ROI from day one

Every product we ship has a clear, measurable return. You can calculate the value before you install it. No vague productivity gains.

Works with your stack

We don't ask you to rip and replace. Our tools integrate with Datadog, Grafana, PagerDuty, Kubernetes, Splunk, Graylog, and ELK — whatever you already run, cloud or on-prem.

🔒

Your data stays yours

Agents run inside your network. Log content and incident data never leave your infrastructure. Only anonymous counters reach our dashboards.

🤖

AI that earns its keep

We use AI where it genuinely helps — suggesting filter rules, investigating incidents — not as a buzzword on every feature. If it doesn't save you time, it's not in the product.

🚀

Fast to value

Causa and Lens install in minutes with measurable ROI in the first session. Keel includes a guided 30-day POC — our team handles setup so you see value on your own data without the deployment lift.

What we're building

Our product roadmap — shipping in order of what hurts platform teams most.

Beta
Lens
AI log filtering — cut your observability bill by 40–70%
Available
Causa
Agentic root cause analysis for infrastructure incidents — Kubernetes, cloud, and bare metal
Available
Keel
AI-native on-prem log analytics — automatic RCA, local AI, air-gapped support
Planned
Deploy
Release intelligence — catch regressions before they page you
Planned
Audit
Compliance and drift detection for Kubernetes workloads

Frequently asked questions

Everything you need to know about Infranexis and our products.

What is Infranexis?
Infranexis builds AI-powered infrastructure tools for engineering and operations teams. Our products — Causa, Lens, and Keel — each solve a single, high-value problem: Causa automatically investigates incidents and delivers root cause analysis in under 60 seconds; Lens cuts observability costs 40–70% through intelligent log routing; and Keel is an AI-native on-prem log analytics appliance with automatic root cause analysis and local AI support built in.
Who are Infranexis products built for?
Any team that runs production infrastructure. Causa and Lens are used by DevOps, SRE, and platform engineering teams on cloud-native infrastructure — Kubernetes clusters, observability pipelines, and alert-heavy environments. Keel is built for IT operations, security, and infrastructure teams in regulated industries — banking, financial services, healthcare, defence, and government — where logs cannot leave the building and data sovereignty is non-negotiable. All three integrate with your existing stack and deliver measurable ROI without forcing a rip-and-replace.
How does Causa diagnose infrastructure incidents?
Causa runs an agentic investigation when an incident fires — correlating logs, events, metrics, and traces across your entire stack. It works across Kubernetes, cloud, and bare metal infrastructure, integrating with PagerDuty, Datadog, Grafana, and OpsGenie. It delivers a full root cause analysis in under 60 seconds without requiring any code changes to your existing infrastructure.
How is Causa different from PagerDuty or incident.io?
PagerDuty and incident.io route and manage incidents — they tell you something is wrong and who should fix it. Causa investigates why it's wrong. It's a root cause analysis engine that correlates signals across logs, events, and traces to identify the specific cause. Most teams run Causa alongside their existing on-call tooling rather than replacing it.
How does Lens reduce my observability bill?
Lens sits between your infrastructure and your observability backend (Datadog, Splunk, Elastic, Grafana Loki, CloudWatch). It scores every log line by signal value and routes intelligently — tiering to different destinations based on priority, cost, or compliance rules. Most teams see 40–70% cost reduction in the first week without losing visibility into critical events.
What observability backends does Lens support?
Lens works with any backend that accepts logs — Datadog, Splunk, Elastic, Grafana Loki, AWS CloudWatch, Google Cloud Logging, and any OpenTelemetry-compatible destination. You can route to multiple destinations simultaneously with different rules for each.
Does Infranexis store or access my log data?
No. All Infranexis agents run entirely inside your network — log content, incident data, and infrastructure details never leave your environment. Only anonymous counters (bytes processed, logs routed/dropped) are transmitted to Infranexis for billing purposes. Your data stays in your infrastructure at all times.
Is there a free tier for Causa or Lens?
Yes. Both Causa and Lens have free access. Causa includes 50 free RCAs per month. Lens has a free tier based on daily log volume. See each product's pricing page for current limits and paid plan details.
How long does it take to deploy Causa or Lens?
Both products are designed for a single-command install with measurable value in the first session. Most teams are up and running in under 5 minutes — one kubectl command for Kubernetes, or a single curl | bash for any Linux host.
What is Infranexis Keel?
Keel is an AI-native log analytics appliance that replaces Splunk, Graylog, or self-managed ELK at a fraction of the cost. It ingests logs from any source via OpenTelemetry, syslog, and Fluentd, and lets you query in plain English — or write raw SQL — right in the same search window. When an alert fires, Keel automatically investigates the logs, reads your runbooks, and delivers root cause analysis in plain English to Slack, PagerDuty, or email. Every AI feature — natural language search, automatic RCA, knowledge base assistant — can run on a local LLM inside your network with no internet access required. Log retention is unlimited. Pricing starts at $6,000/year. Learn more about Keel.
How is Keel different from Lens?
Keel and Lens solve different problems. Lens sits in front of your existing cloud observability backend (Datadog, Splunk, Elastic) and reduces costs by scoring and routing logs intelligently. Keel replaces your log backend entirely — it is a complete self-hosted log management platform built for teams that need logs to stay on-premises, typically for compliance reasons (CERT-In, RBI). If you're using cloud observability and want to cut the bill, start with Lens. If you need a full on-prem logging stack with AI RCA included, Keel is the answer.
Does Keel support air-gapped or regulated environments?
Yes — Keel is purpose-built for regulated, on-premises, and fully air-gapped environments. Every AI feature, including natural language search, automatic root cause analysis, and the knowledge base assistant, can run against a local LLM with no internet access required. Log data, incident reports, and infrastructure details never leave your network. Log retention is unlimited — Keel stores logs for as long as your disk allows, with no enforced cap, making it well-suited for compliance requirements like CERT-In and RBI.

Start with the problem
that hurts most today

Paying too much for observability? Start with Lens. Drowning in on-call noise? Start with Causa. Need AI-native log analytics on-prem? Try Keel. Not sure where to start? Just talk to us.