How it works

From raw data to a chart worth sharing. One pipeline.

Every chart on this site was built the same way: an expert visualization agent working to a single aesthetic standard, with quality gates at every step. Built for any industry — and what took consultancies weeks now takes minutes.

Speed

Minutes

From dropping a raw CSV to a production-grade interactive chart — not a briefing cycle, not a revision round.

Free to try

3 proposals

Three expert chart directions, previewed with your real numbers, before you spend anything.

Integrity

Every number audited

Headline figures are computed from your data and checked against it before delivery — never typed in by hand.

The pipeline

Judgment where it matters, automation where it's faster. You stay in control at every decision point.

1 · You

Drop your data

A raw CSV is enough — even messy, stacked exports. The pipeline detects delimiters, headers, units and structure, and cleans it for you.

2 · Agent + you

Shape it for a chart

A raw export is a record — one row per event — where a chart needs one row per thing compared. The agent reads the column profile, never the file, and offers three angles worth charting. The roll-up runs in your browser, and whatever it folds away is written into the chart’s notes.

3 · Agent

Read the story

The agent analyzes the shape of your data — rankings, trends, flows, comparisons — and asks only the questions that sharpen the result.

4 · Agent

Propose three charts

Three distinct directions, each with the story it argues, the key insight, and a preview drawn from your actual numbers.

5 · You

Set the direction

Pick a proposal, adjust the levers — palette, format, depth, the insight line — in plain English, no design tools.

6 · Agent

Build to the standard

Full interactive D3 code, generated against proven golden templates: one aesthetic signature, full labels, restrained palette, working exports.

7 · Agent

Audit before delivery

Every headline number is re-computed from your data; entities are counted; the subject is verified. Failures are repaired automatically before you ever see them.

8 · Yours

Own the file

Interactive HTML you can host anywhere, a LinkedIn-ready PNG, a presentation PDF, and embed code. Four to seven free refinements per chart, by pack, for 24 hours — and stepping back to an earlier version never uses one.

What the studio brings. What the agent does.

The best work happens when neither side overreaches.

The studio

Judgment

  • A decade of domain expertise, proven across data-heavy industries
  • An aesthetic standard distilled from 50+ published charts into the engine
  • Chart-type doctrine: which form earns attention, and which traps to refuse
  • The quality bar — palette restraint, full labels, sourced footers — enforced on every output
The agent

Execution

  • Reads any dataset's structure and proposes chart types ranked by fit
  • Generates production-ready interactive D3 code in minutes
  • Applies the palette, typography and layout conventions automatically
  • Audits its own output against your data — and learns from every refinement

The quality gates

What makes a chart trustworthy enough to put in front of a board — enforced in code, not by promise.

Computed, never typed

Numbers you can defend

Totals, percentages and "leader" callouts are calculated from the embedded data at render time. A typed number that drifts out of sync is how charts quietly become wrong.

Deliverable audit

Checked before you see it

After generation, an audit verifies headline figures against your data, confirms every row is represented, and checks the chart's subject. Failures trigger automatic repair.

Design discipline

One signature, four themes

Restrained accents, full human-readable labels, a caption that explains the encoding, and a theme switcher — Signature, Editorial, Mono, Vivid — on every chart.

Honest attribution

Sources on every chart

The footer cites the data source and carries a uniform studio standard. Your data stays yours — used only to build your chart, never stored.

Who this serves

Anyone whose numbers deserve better than a spreadsheet screenshot.

Analysts & intelligence teams

Make the finding impossible to ignore

Market shares, price indices, league tables, fleet movements — the pipeline reads any industry's data the same way.

Consultancies & agencies

Client-ready visuals without the production cost

The Pro pack generates white-label charts — no AK.VIZ credit — so deliverables carry your brand while the pipeline does the production work.

Finance & investor relations

Portfolio stories investors actually read

Concentration, diversification, growth against plan — interactive visuals that make a data-dense argument legible in five seconds.

Media & publishers

Interactive stories readers share

Data journalism that makes readers stop and explore — with the fast turnaround breaking coverage needs.

See it on your own numbers.

Drop a CSV — three chart proposals from your real data, free.