← All projects TOASTY File 003 · Declassified

Case Study File #003 — Exhibit C

The Walt.

An HRM dashboard that changed recruiting — built so a raw ATS export becomes a decision.

Subject

Recruiting analytics & reporting platform

Audience

In-house recruiters, agencies and hiring managers

Scope of work

Product design, data visualisation, design system

Platform

Responsive web application — 1280px base

Surface area

Upload, dashboard, report, comparison, analytics, admin

Status

Shipped and in market at thewalt.io

TheWalt's recruiting analytics dashboard shown across several screens.
TheWalt — reporting that a recruiter can hand to a stakeholder without rebuilding it first.

01 — The problem

Every ATS exports data. None of them explain it.

Recruiting teams sit on more hiring data than they can read. It leaves the applicant tracking system as a spreadsheet — accurate, complete, and useless in a meeting.

So the work falls to the recruiter: rebuild the export by hand, chart it, and hope the interpretation holds up when someone senior asks why time-to-hire moved.

The report was never the deliverable. The decision was.

TheWalt's scope was set at the distance between an export and an answer — and at making that distance one upload long.


02 — Ingest

Bring your ATS, or bring a spreadsheet.

The product had to accept data from every major applicant tracking system without asking the recruiter to clean it first — and still work for the teams who keep their pipeline in a spreadsheet. Import is the first screen a new user meets, so it carries the onboarding rather than a tour.

Logos for iCIMS, Bullhorn, Workday, Lever, Workable and Greenhouse above TheWalt in a browser.
ATS import — iCIMS, Bullhorn, Workday, Lever, Workable and Greenhouse, in a few clicks.
A spreadsheet grid representing custom report creation.
Custom reports — build in your own spreadsheet, then bring it in for analysis.

03 — Dashboard

The state of hiring, without a query.

The dashboard is deliberately the least clever screen in the product. It shows what's happening now, what changed, and what needs attention — and it has a real first-run state, because a reporting tool is at its emptiest on the day someone is deciding whether to keep it.

TheWalt dashboard with recruitment charts and metrics.
Dashboard — pipeline health first, detail on demand.
TheWalt dashboard detail showing performance charts and job listings.
The same dashboard in full, where trends and least-performing roles sit side by side.

04 — Reports

A generated report that reads like a written one.

Every upload produces a full report automatically — charted, annotated and benchmarked against a market standard rather than floating on its own. The AI layer's job is to say what a number means, not to add another number, so insights are attached to the chart that prompted them.

A generated report comparing current report performance against market standard.
Automated generation — each report benchmarked against the market standard.
Performance insight cards over a bar chart showing hired movement.
Actionable insights — high, average and low performance called out on the chart itself.
A browser window with a download button for a generated report.
Downloadable — the report leaves the product intact, for people who'll never log in.

05 — Comparison

Two reports, one question: is it better?

A single report describes a moment. Recruiting decisions are about direction, so comparison is a first-class surface rather than a filter: pick two or more reports, and the product answers the only question anyone actually asks of hiring data.

One report is a number. Two is a trend.

A comparison chart of overall performance across industry standard, network specialist and UX designer.
Comparative analysis — reports set against each other and against the wider market.

06 — Disposition

Figures on record.

6

Major ATS platforms supported at import

6

Product surfaces designed end to end

3

Pricing tiers, from free to team

Figures describe the shipped product's scope, taken from thewalt.io. Commercial performance is the subject's to report, not ours.


07 — Takeaways

What the file establishes.

Import is the onboarding

For a data product, the first upload is the moment of truth. Make that screen carry the explanation and you don't need a product tour behind it.

Benchmark, or it's just a number

A metric with nothing beside it can't be judged. Every figure in TheWalt is shown against a market standard or a prior report, because that's the only form a recruiter can act on.

Design the empty state first

A reporting tool is emptiest on day one — exactly when the customer decides whether to keep it. The first-run dashboard got the same attention as the full one.


The Roast — a free tool by Toasty

An honest look at your product.

You've just read what we found inside someone else's product. Point The Roast at your own and get the same treatment — a clear design and UX review, back in minutes, with a number behind every claim.

  • Do users know what you do in four seconds?
  • Can they tap the buttons with a thumb?
  • How long does the page take to load?
  • How many clicks to the thing they came for?

Free, about a minute. No signup, no card — and you can close the tab halfway through, the report is emailed to you either way.

Your project could be next.

If you're building a product and want to talk it through, we'll review it before anyone writes a proposal.