See how it can fail. Before you fund it.

Every project you receive means hours of reading, and too often the numbers don't add up: inflated markets, inconsistent figures, conveniently forgotten competitors. Aton Score screens them for you: upload a deck or business plan and in about 5 minutes you get a verdict, with a risk score and a risk map ready to use. Whether you invest in a startup or lend to a project, the 6 AI Agents do the work and you make the decision.

Your first analysis is free.

6 AI Agents· ~5 minutes· Web-verified sources· PDFs deleted after analysis
aton score · demoReady

NEW ANALYSIS

Drop a deck or business plan

Equity · Startup Start analysis

SCREENING IN PROGRESS

~5 min
Extraction Agent
Market Agent
Competitive Agent
Financial Agent
Team Agent
Synthesis Agent

REPORT

NeoCharge SRL

Equity · Pre-seedMobility / EV

Real but overcrowded market, incomplete team. High risk.

68%failure

Risk map

Market inflated vs sources82%
Competitor already funded64%
Unsustainable burn rate55%
Skills gap in the team47%

Claimed vs verified market

  • TAM €4.2B → verified €1.1B
  • Timing ok, but EU incentives declining
  • 3 public sources cited

Competitive analysis

  • 4 direct competitors already active
  • 2 similar startups failed (2021-2023)
  • Crowded space, weak differentiation

Financial check

  • +220% projections inconsistent with CAC
  • Real runway ~7 months, not 14
  • Missing unit economics, churn and LTV

Team

  • 2 founders verified (LinkedIn, press)
  • No senior tech profile
  • Critical gap: no CTO

Core assumptions

  • B2B EV adoption as the base scenario
  • Access to grant funding by Q4

Strengths

  • Real, documented market need
  • First pilot contracts signed

Call plan · 10 questions

  • “How do you defend margin against an incumbent?”
  • “What is your real CAC over the last 90 days?”
  • “Who leads technical development?”

To verify

  • Patent claimed but no filing found
  • Letters of intent not attached

Methodology and limits

  • Estimate calibrated on real industry failure rates
  • AI can be wrong: verify critical data
Under reviewApprovedRejected
0 min

For what used to take days

0

AI Agents on due diligence

0%

Claims verified, not taken on faith

0%

PDFs deleted after each analysis

It's not about gut feeling. It's about time.

Investors and lenders know exactly what to look for. The problem is volume: more decks and business plans come in than anyone can dissect properly, and every serious check (market, numbers, competitors, team) takes hours. Aton Score does that work for you, so you apply your judgment to material that has already been screened.

More projects than hours

Between decks, business plans and credit applications, deal flow always outpaces the time you can spend analyzing them in depth.

Checks that cost hours

Rebuilding a TAM from sources, mapping real competitors, validating the numbers: every serious step takes time. Multiplied by every application, it becomes unmanageable by hand.

Asymmetric information

Market, competitors and team are described by the people asking for money. An independent, documented view takes time and tools you rarely have at hand.

Built for those who have to say yes or no.

One lens, calibrated to your type of evaluation: equity or debt.

Investors & VCs

Objective pre-screening before a call. You walk into the call already knowing where to press.

Business Angels

Light but rigorous due diligence on the deals that reach you, without a dedicated team.

Lenders & microcredit institutions

Assess startups and small businesses seeking debt financing with an independent read on risk.

The engine

6 AI Agents. A full screening in 5 minutes.

Six specialized agents work in sequence, each with a precise job, handing off to one another until the final verdict. Click an agent to see what it does.

AGENT 01

Extraction Agent

Reads and breaks down every uploaded document.

  • Extracts market, model, traction, team and numbers
  • Isolates the most relevant claims in the deck
  • Zero interpretation: only stated facts

From PDF to verdict

Four steps, zero spreadsheets.

01

Pick the lens and upload the PDFs

Equity or debt, startup or small business. Drop the deck or business plan: up to 3 PDFs.

02

The 6 agents get to work

In sequence: they extract, verify on the web, map the competitors, stress-test the numbers and check the team.

03

Get the verdict

In about 5 minutes: risk score, risk map ranked by impact, verified market and numbers, missing data and the call plan.

04

Follow-up and re-scoring

Send the questions to the founder, enter the answers and Aton Score updates the risk, showing you what changed.

The outcome

Not a deck summary. A complete report.

You end up with a complete report, about 10 pages, with everything already screened: the score, the risk map and every check done for you. Not another document to wade through, but material that's ready for a decision.

REPORT · SAMPLE

NeoCharge SRL

Equity · Pre-seedMobility / EV

Real but overcrowded market, team incomplete on the tech side. High risk.

68%failure

Risk map

Market inflated vs sources82%
Competitor already funded64%
Unsustainable burn rate55%
Skills gap in the team47%

Claimed vs verified market

  • TAM €4.2B → verified €1.1B
  • Timing ok, but EU incentives declining
  • 3 public sources cited

Competitive analysis

  • 4 direct competitors already active
  • 2 similar startups failed (2021-2023)
  • Crowded space, weak differentiation

Financial check

  • +220% projections inconsistent with CAC
  • Real runway ~7 months, not 14
  • Missing unit economics, churn and LTV

Team

  • 2 founders verified (LinkedIn, press)
  • No senior tech profile
  • Critical gap: no CTO

Core assumptions

  • B2B EV adoption as the base scenario
  • Access to grant funding by Q4

Strengths

  • Real, documented market need
  • First pilot contracts signed

Call plan · 10 questions

  • “How do you defend margin against an incumbent?”
  • “What is your real CAC over the last 90 days?”
  • “Who leads technical development?”

To verify

  • Patent claimed but no filing found
  • Letters of intent not attached

Methodology and limits

  • Estimate calibrated on real industry failure rates
  • AI can be wrong: verify critical data

And when you talk to the founder, the score updates.

Every report also hands you the call plan: precise questions that hit the weak spots. Enter the founder's answers and Aton Score recalculates the risk, showing you what changed and why. The verdict isn't a snapshot, it's a screening that evolves with you.

Your data

Handled with the respect you expect.

The decks you evaluate are sensitive material. That is why Aton Score keeps the bare minimum and deletes everything else.

PDFs self-destruct

Uploaded documents go to temporary storage and are deleted automatically when the analysis ends. Never retained.

Only the facts, not the files

The database keeps only the extracted facts and the generated report, in anonymized form. Not the originals, and no internal notes unless you write them yourself.

Confidential processing

Your content is used only to generate your analysis and is never used to train AI models.

Visible only to you

Every report is accessible exclusively from your account. Web checks use only public data stated in the deck.

This is a summary. For the full privacy policy or to exercise your rights, write to info@startaton.com.

From hours of reading to a verified verdict.

Hours of analysis per project about 5 minutes

Without Aton Score

  • Hours lost on every deck and business plan, one page at a time
  • Numbers taken at face value from whoever is raising money
  • Market and competitors checked by hand, only when time allows
  • Risk stays a gut feeling, different from one project to the next

With Aton Score

  • A complete verdict in about 5 minutes, instead of hours
  • Every claim checked against public sources: you know what holds up and what doesn't
  • Market, numbers, competitors and team verified automatically
  • An objective risk score, with the same yardstick on every project

Frequently asked questions

What exactly do I upload to get an analysis?

The project's pitch deck or business plan, in PDF (up to 3 files, max 20 MB each). The 6 agents work on those documents and on the checks they run autonomously on the web. Nothing else is needed.

How long does it take and how reliable is it?

About 5 minutes on average. Reliability comes from the method: every claim is checked against cited public sources. The failure probability is a reasoned estimate, calibrated on real industry failure rates: a solid starting point for your evaluation, not an oracle.

Do the documents I upload stay anywhere?

No. The PDFs go to temporary storage and are deleted automatically when the analysis ends. The database keeps only the extracted facts and the generated report, accessible exclusively from your account.

Can I go back to the founder and update the verdict?

Yes. Every report includes 10 questions to send to the founder. Enter their answers into the screening and Aton Score recalculates the risk, showing you what changed and why.

Are equity and debt evaluated the same way?

No, thankfully. You pick the lens: equity (funding in exchange for shares) or debt (a loan to be repaid). For debt we also distinguish between startups and small businesses, so the financial analysis looks at the right things.

How do I get access? Is there a free trial?

Yes. Access is reserved for selected partners (investors, business angels and lenders) and starts with a free trial: your first analysis is on us. Write to us and we'll activate your account.

Your next decision, with the data on your side.

Access is reserved for selected partners: investors, business angels and lenders. Write to us and we'll activate your account with a free trial: your first analysis is on us and we'll show you a real report right away.

Please note. Aton Score is a decision-support tool, not financial advice and not a recommendation to invest or extend credit. The failure probability is a reasoned estimate, not a certain statistical measure: AI can be wrong and some information may not be verifiable. The final decision, and the responsibility that comes with it, always remain yours.