AI agents. Real work. Real impact.

Turn your data into action.

PlayWithData builds AI agents and workflows that run a part of your business: answering customers, preparing orders, keeping reports honest. Each has a defined job, shows its evidence and stops for a person where it matters.

  • AI agentsWork for you
  • Real integrationsConnect your tools
  • Business outcomesNot just experiments

What we are building

Two ways in. One standard.

01Core platform

Early access · coming soon

Illustration · sample business, not live data

Your AI-powered operating system for work.

AI agents and workflows that work inside the tools you already use, on knowledge you own, with a person at every consequential step. Opening by invitation.

  • Agents with a defined job, not a chat window
  • Integrations with the tools you already run
  • Data, analytics and AI workflows
  • Evidence and cost for every run

02Power BI. Uncompromised.

Live now

Illustration · sample business, not live data

Turn your Power BI into executive-grade analytics.

We review, redesign and rebuild Power BI reports until they are decision-grade. Live today.

  • Review with a band, never a bare score
  • Executive redesigns
  • Implementation and verification
  • A free X-Ray of one report page

How it works

A taste of what we are cooking.

Six things every system we ship has in common. Illustrated with a sample business; the real ones are being proven on our own first.

Illustration · sample business, not live data

Where it starts

Everything your business knows is in pieces.

Prices in a spreadsheet, hours in a chat, exceptions in a notebook, the rest in someone’s head. Every system we build starts by collecting those pieces, with their source, into knowledge you own.

  • Chat
  • Spreadsheet
  • Mail
  • Notebook
  • Your head
owned by your organization · Illustration · sample business, not live data

Knowledge

Knowledge you own. Every fact with its source.

Answers come from what your business has approved. Every fact has a source, an owner and a status. When something is missing, the agent asks a person instead of guessing.

  • hoursOpen 08:00–18:00, Sunday closedapproved
  • priceWalnut cake, 9.00, order 24 h aheadapproved
  • policyDelivery on Sundays?needs you
Illustration · sample business, not live data

AI agents at work

A worker with a job. Not a chat window.

Each agent we build takes one defined job, answers customers, prepares orders and stops at the line you drew. You see every step, what it cost and what it was not sure about.

  1. 09:02Chat · “2 walnut cakes for Saturday?”read
  2. 09:02Knowledge · price, stock, pickup hours3 facts
  3. 09:03Draft reply + order 2140.04
  4. 09:03First order over 50needs you
  5. 09:05You approved · reply sentdone
conversations today
14
needed you
3
saved
42 min

Controls

Shadow first. Autonomy is earned, one action at a time.

A new agent starts in shadow: it prepares everything and sends nothing. Moving it on is your decision, and every consequential action stays behind an approval until you choose otherwise.

  1. Shadow

    Drafts only. You see exactly what it would have done, and nothing is real yet.

  2. Supervised

    It prepares each action; a person approves it before anything leaves.

  3. Autonomous

    You choose which kinds of action may run without you. None does by default.

Evidence
Each case keeps the message it read, the facts it used and what it proposed.
Cost
Every model call runs under a hard cost ceiling, and every run shows what it cost.

Design preview · hover or hold her

ROXY

ROXY runs the room. Not another agent.

ROXY is how you will talk to everything we run for you: what needs attention, who is doing what, what it cost, what is waiting for your approval. Every request becomes an ordinary, audited action under your own permissions.

Illustration · sample business, not live data

Underneath

Simple on top. A real workflow platform underneath.

Every agent is a real workflow on our own execution platform. Open it, change a step, test it on a sample customer, compare it with the template, ship a new version. Templates walk you into something advanced, without a blank canvas.

Node by node
Input, settings and output on every step.
Tested
Runs on sample customers before it goes live.
Versioned
v1.4 · pinned · roll back any time.

Where PlayWithData creates impact

From data to real outcomes.

Four places we put agents to work first.

  • Reporting and analytics

    Reports people can decide from. Live today through PlayWithData X.

  • Process automation

    Automate repetitive work across your tools, with a person at every consequential step.

  • AI agents

    Specialized agents for your data, operations and business, each with a defined job.

  • Industry solutions

    Workflows and agents shaped for one trade at a time, opening with early access.

Join early access

Be part of what’s next.

One mail when the platform opens for your kind of business, and the PlayWithData X releases. Nothing else.

Opens your own mail app. Nothing is sent until you send it, and this site stores nothing.