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ENIAC operators, 1945
Data science for business teams - Agentic data science

Data analysis was self-service in 1945. Now it's yours again.

Real data science, at business speed — explainable enough to trust, clear enough to make your whole team fluent in their own data.

Programming ENIAC, the first general-purpose electronic computer · 1945 · U.S. Army photo
The gap

Your dashboard shows what happened — never why, or what to do next.

Pulling last month's numbers is a click away. But the questions that actually move the business — why did it happen, what's coming, what should we do — still mean a ticket to the data team and a wait measured in weeks.

explai answers those questions for your team directly — in plain language, in minutes.

Opened to you by explai
The questions that drive decisions — walled off from your team
“How much should we stock for peak season?”Usually ends up as a guess in a spreadsheet.
Spreadsheet guess
“Which customers are about to churn?”Needs a model no one has time to build.
Weeks in backlog
“Why did margin slip in Q3?”Someone has to dig across every system by hand.
Data-team ticket
what self-service answers today
“What were last month's sales?”A click on the dashboard you already have.
In your dashboard
What explai delivers

We go beyond “talk to your data”

Plain-language questions in, cited answers out — so managers stop waiting on reports and start deciding in the meeting.

instead of data decorator

It challenges your assumptions

Trusted Challenger

explai doesn't just confirm what you expected — it flags where the numbers disagree with your gut, and shows the evidence behind every conclusion.

agent.explai.com
Head of Growth
Channel A wins overall — I’ll shift budget there.
explai

Looking at the aggregate is misleading. Channel B converts higher on both desktop and mobile.

6% 4% 2% 0% Conversion rate Overall Desktop Mobile
Channel A Channel B

1 — Simpson's paradox (Wikipedia)

instead of global initiatives

Every team, their own rules

Analytical Autonomy

Business functions set the analytics rules for their domain and integrate on demand. Different departments can hold different definitions — and all of them are correct. Flexible deployment keeps IT bought in.

No central IT required
Sales
842orders▲ 6%
Order-definitionclosed-won
Operations
796orders▼ 4%
Order-definitionshipped & fulfilled
Finance
713orders▼ 9%
Order-definitionrevenue recognized
Docs
APIs
Database
reconcilingdefinitions …
root cause deviationdrivers …
instead of BI

A full analytics team, on demand

Data Science in a Box

Conversational BI lacks predictive and prescriptive power. We go beyond “talk to your data” to self-service, end-to-end data science.

agent.explai.com/shared/what-if
PRODUCT SKU-2048 DISCOUNT A · 10% B · 20% 0%40% EXCLUDED −8wnow+8w cutoff selected competitor launch anomaly dropped flash sale 1,813 1,288 model fitted CausalImpact Units sold

Ask a what-if question — like how a competitor launch or a flash sale might change your forecast — and explore the scenario together with evidence you can take into the room.

instead of demos

Answers you can act on tomorrow

Operational Intelligence

We automate knowledge acquisition and freshness with best-in-class test evaluation — accelerating consulting and forward engineering.

Onboarding

Onboard in weeks, not months

AI-supported elicitation captures definitions, assumptions and stakeholder context — a working sandbox live within days.

Tooling

Extensible data-science tools

Configurable agents unlock the same toolboxes that professional data teams rely on.

Evaluation

Knowledge improves over time

AI-curated, human-inspected and safeguarded by automated evals against golden answers — so outputs sharpen with use.

Compounding

Compounds across your teams

Sales, operations and finance build on one knowledge base — each team’s use sharpens answers for the next.

Who it's for

No data-science team? You're who we build for.

The lean operator
Mid-market · no data team

The lean operator

Everyone here wears three hats — none of them says data scientist.

Sounds like you?
CFO / CEO · direct, founder-speed
Stuck with today
Excel and the occasional consultant
What you get
One platform for the whole company
The blocked department
Enterprise · no data-team access

The blocked department

We can't wait six weeks for a ticket to reach the front of the queue.

Sounds like you?
Business-unit VP · via IT & procurement
Stuck with today
Existing BI tool + a data-team backlog
What you get
Your team, up and running fast
Leaders love data stories

What early adopters say

explai's user experience is surprisingly easy and different from any analytics tool I have seen.
Gerald HeydenreichGerald HeydenreichFounder EtherMail & Barcelona Blockchain Network
I invested in explai for it's agent orchestration of an advanced analytics toolbox being an impressive work of engineering with high potential for customer value.
Andreas Junghanns, Ph.D.Andreas Junghanns, Ph.D.Founder & former CEO QTronic GmbH
As a product manager, I often depended on others for data. explai's focus on autonomy and personal empowerment flips the script.
Thomas WittlingerThomas WittlingerChief Product Officer, OWNLY FinTech GmbH
explai.com/demo

Ask anything about your data.

See it in action
explai GmbH