Launching Q3 2026 — Early access open

Stop Logs.
Start with Them.

ungrep AI turns millions of log lines into instant, natural-language answers. Powered by vector embeddings and large language models. Debug in seconds, not hours.

ungrep — production cluster
you@ungrep $ Why did checkout fail for user #48291 at 3am?
 
ungrep AI analyzing 2.4M log entries across 12 services...
 
Found 3 correlated events in payment-service, auth-gateway, redis-cache:
03:14:02 redis-cache connection pool exhausted (max: 50)
03:14:03 auth-gateway session lookup timeout → fallback to DB (1,240ms)
03:14:05 payment-service checkout aborted: auth token expired during slow lookup
 
✓ Root cause: Redis connection pool saturation caused cascading auth delays → checkout timeout.
0 engineers already on the waitlist
$36B
Observability market by 2028
74%
Debugging time spent on logs
10x
Faster MTTR with AI logs
83%
Reduction in escalations
The Problem

Your logs have all the answers.
You just can't find them.

Teams drown in terabytes of logs daily. grep, regex, dashboards — none of them understand intent. Every outage starts the same: engineers staring at log viewers, burning hours correlating events across services.

Needle in a Haystack

Millions of log lines across dozens of services. Finding the right entry takes regex mastery and luck.

Slow Incident Response

Average MTTR is 4+ hours. Every minute of downtime costs $5,600 for enterprise companies.

Expensive Log Storage

Companies pay $2-4/GB to index logs in legacy tools — then barely query them. Pure waste.

Knowledge Silos

Only senior engineers know where to look. When they leave, institutional knowledge walks out the door.

The Solution

From raw logs to answers in seconds

ungrep AI ingests your logs, builds semantic embeddings, and lets anyone on your team ask questions in plain English.

1

Connect Your Sources

One-line integration with any log source — syslog, Docker, Kubernetes, CloudWatch, files. Self-hosted or SaaS.

2

AI Indexes Everything

Vector embeddings capture semantic meaning across all your logs. No manual rules, no regex, no dashboards to build.

3

Chat, Don't Search

Ask questions in natural language. Get correlated answers with root cause analysis — not just matching lines.

Deep dive into the technology →

For Hosting Providers

Give your customers a superpower

White-label ungrep AI as a premium feature on your hosting platform. Differentiate from competitors, reduce support tickets, and unlock new revenue.

Branding

White-Label Ready

Deploy under your brand. Your customers see your name, your UI — powered by ungrep under the hood. Full API and embeddable widget.

Support

-60% Support Tickets

Customers debug their own issues before opening a ticket. Your support team handles the hard stuff, not "why is my site down?"

Privacy

On-Premise Option

Logs never leave your infrastructure. Run ungrep entirely on your hardware — GDPR compliant, no external API calls. Perfect for EU hosting.

Revenue

New Revenue Stream

Offer AI log analysis as a premium add-on. Early partners see 15-25% attach rates at $5-15/server/month. Pure margin on existing data.

Ops

5-Minute Integration

Single Docker container or Helm chart. Reads existing log files — no agent installation needed. Works with cPanel, Plesk, custom stacks.

Exclusive

Partner Program

Founding hosting partners get exclusive territory rights, co-marketing budget, and direct engineering support. Limited to 20 partners.

Learn more about the partner program →

For Investors

The observability market is broken.
We're fixing it.

ungrep AI sits at the intersection of the $36B observability market and the generative AI revolution. We're not building another dashboard — we're replacing the search bar entirely.

$36B

Total Addressable Market

Observability market growing 12% CAGR. AI-native tools capturing disproportionate share from incumbents.

90%

Gross Margin Target

Embedding-based architecture is 10x cheaper to run than traditional log indexing. AI compute costs dropping 40% per year.

$0 CAC

Hosting Channel

White-label distribution through hosting providers gives us access to millions of servers without a sales team.

160%

Net Revenue Retention

Teams that start with ungrep expand fast. More services → more logs → more value. Built-in land-and-expand motion.

3

LOIs from Hosting Partners

Three top-50 hosting providers have signed LOIs for pilot programs, representing 800K+ managed servers combined.

3x

Cheaper Than Datadog

Vector search over raw logs eliminates expensive indexing. Pass the savings to customers — win on price AND experience.

Read the full investment thesis →

Under the Hood

What we actually run

Semantic Search Retrieval-Augmented Generation LLM Reasoning Runs on K8s OpenTelemetry Any Object Storage gRPC + REST Ingest Self-Hosted Option Isolated Tenants P99 < 200ms GDPR Ready

Get on the list

Founding members lock in early pricing. We'll reach out when it's your turn.

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