Introducing SkoutLab: Agentic Analytics That Works For You

Today, we're launching SkoutLab — and with it, a new category of analytics.

Agentic Analytics.

Not another dashboard. Not another chat interface. Something fundamentally different.

The Problem We Set Out to Solve

Every company collects more data than they can analyze. The gap between data collection and actual insight keeps growing.

Here's what we observed across hundreds of data teams:

90% of data never gets analyzed. Teams are too busy answering the same recurring questions.
Analysts spend 80% of their time on data prep and exploration, not on finding insights.
Most "insights" are confirming what people already suspected. True discoveries are rare.
Chat-with-data tools sound great but don't work. They need you to know what to ask — but the most valuable insights come from questions you didn't think to ask.

The fundamental problem? Analytics tools are reactive. They wait for you to ask the right question.

But data doesn't work that way. The signal is buried in combinations you'd never think to check.

What Agentic Analytics Means

SkoutLab doesn't wait for your questions. It works for you.

When you connect your data, SkoutLab's AI agents begin autonomous analysis:

Hypothesis Generation — The system generates numerous testable hypotheses based on your data schema and business context
Exhaustive Testing — Real SQL queries run against your actual data, testing each hypothesis
Statistical Validation — Results are validated for significance, effect size, and confidence
Impact Ranking — Findings are ranked by potential business impact
Evidence Compilation — Every insight includes the full reasoning trail and underlying queries

You don't use SkoutLab. It works on your behalf.

Why "Agentic"?

The term comes from AI research. An "agent" doesn't just respond to prompts — it takes autonomous action toward goals.

SkoutLab's agents work like a tireless analyst who:

Never stops exploring your data
Tests every reasonable hypothesis
Validates findings with statistical rigor
Surfaces only what actually matters

The result: You receive a daily briefing of ranked insights, each backed by evidence, each worth your attention.

What Makes This Different

vs. Dashboards

Dashboards show you what you asked to see. They're great for monitoring known metrics.

SkoutLab finds what you didn't know to look for. It discovers the hidden patterns, the unexpected correlations, the emerging trends — before they become obvious.

vs. Chat-with-Data

Chat interfaces require you to ask the right question. But the most valuable insights come from questions you never thought to ask.

SkoutLab doesn't need questions. It proactively explores your data and brings you findings.

vs. Traditional BI Tools

BI tools require you to build reports, then interpret them, then dig deeper, then validate...

SkoutLab does all of that automatically. It's not a faster tool — it's a different paradigm.

vs. "AI Insights" Features

Many tools claim "AI insights" but deliver generic observations: "Revenue is up 10%." Thanks, I can read charts.

SkoutLab tells you why revenue is up, what is driving it, which segments are responsible, and whether it will continue — with statistical confidence and the queries to prove it.

The Full Reasoning Trail

Every SkoutLab insight comes with complete transparency:

The hypothesis tested — What we set out to validate
The SQL queries — Exactly what we ran against your data
The statistical analysis — Significance levels, confidence intervals, effect sizes
What we ruled out — Alternative explanations we tested and rejected
Recommended actions — What to do with this information

You never have to trust a black box. Every finding is auditable, reproducible, and explainable.

How It Works

1. Connect Your Data

SkoutLab connects to your existing data warehouse:

Snowflake
BigQuery
Redshift
Or upload CSVs directly

We read your data. We never modify it. Your data stays in your infrastructure.

2. Let Agents Work

Once connected, SkoutLab's AI agents begin:

Scanning your schema to understand your data model
Identifying key metrics and dimensions
Generating hypotheses based on business patterns
Running queries to test each hypothesis
Validating findings for statistical significance

This runs continuously in the background.

3. Receive Ranked Insights

You get a prioritized briefing of what matters:

Impact-ranked — Most important findings first
Evidence-backed — Full query and reasoning trail
Action-oriented — Clear next steps
Continuously updated — New findings as patterns emerge

No dashboards to check. No queries to write. No reports to generate.

Just insights, delivered.

Who This Is For

SkoutLab is built for teams who:

Have more data than they can analyze — The backlog of "we should look into that" never gets shorter
Want proactive intelligence — Not just reactive reporting
Need statistical rigor — Decisions based on evidence, not intuition
Value transparency — Want to see the reasoning, not just the conclusion

If your data team spends more time on data prep than insight discovery, SkoutLab changes that equation.

Private Beta

We're launching in private beta with limited capacity.

Early access includes:

Direct setup support from our team
Unlimited queries during beta
Input on roadmap priorities
Founding member pricing when we launch publicly

If you're tired of data that sits unused and questions that never get asked, join the waitlist. We're accepting teams on a rolling basis.

The Vision

We believe the future of analytics isn't faster dashboards or better chat interfaces.

It's autonomous systems that work on your behalf — finding what matters, validating it rigorously, and presenting it clearly.

SkoutLab is our first step toward that future.

Agentic analytics is here.

Learn More

Driver Analysis: Automated Impact Attribution — How SkoutLab identifies what's driving your metrics
Root Cause Analysis: Beyond Surface-Level Explanations — Tracing metrics to their underlying causes
Why 90% of Data Never Gets Analyzed — The gap we're trying to close

Ready to see what your data has been hiding? Request early access and let SkoutLab work for you.