Latest from DDScore

Mikko Heilimo on Vedonlyöntistudio: Forecasting and AI Models
DDScore CEO Mikko Heilimo discusses betting models, prediction uncertainty, overfitting and how AI helps build and test forecasting tools.

SB Energy IPO: DDScore 45 and the Cost of Delivering AI Infrastructure
SB Energy IPO analysis: DDScore 45/100, contracted backlog, project financing, revenue components and shareholder economics.

Oura IPO: DDScore 71 and the Questions Behind the Growth
Read the Oura IPO DDScore report: score 71/100, membership growth, hardware margins, valuation assumptions and legal risks ahead of the proposed Nasdaq listing.

DDScore CEO Mikko Heilimo Joins Tekoälykästä to Discuss AI and Small Business Work
DDScore Founder and CEO Mikko Heilimo joined Heidi Rissanen to discuss how AI is changing the daily work of small-business owners and solo entrepreneurs, which skills matter, and…

Startup Use of Funds: Build Evidence Checkpoints
A practical founder and investor framework for turning startup use-of-funds budget lines into testable evidence checkpoints.

DDScore CEO Mikko Heilimo Joins InderesPodi to Discuss AI in Investment Analysis
DDScore Founder and CEO Mikko Heilimo joined Kasper Mellas on InderesPodi to discuss how AI can support investment analysis, why general-purpose AI tools are not enough on their…

Aura Consolidated Group IPO DDScore Report
Read the DDScore IPO report for Aura Consolidated Group, Inc. covering the Qoria merger, ASX listing under AXQ, DDScore 51, key risks, financials and fundability.

The Control Problem in Business Application Review
Seven recurring risk patterns that narrative business application review often misses when public funding, lending or institutional support decisions are made.

Why Founders Can't See What Investors See: Nine Patterns
Nine recurring pitch deck and investment-material patterns that founders often miss before investors form their first view.

Neu Horizon Uranium Limited IPO DDScore Report
Read the DDScore IPO report for Neu Horizon Uranium Limited, ASX ticker NHU, covering DDScore 36, uranium exploration risk, no revenue, pre-resource assets and fundability.

SpaceX IPO DDScore Report
Read the DDScore IPO report for Space Exploration Technologies Corp. (SpaceX), covering DDScore 77, Starship execution risk, Starlink ARPU compression, regulatory exposure and a…

First-Pass Due Diligence FAQ
A first-pass due diligence FAQ for investors reviewing pitch decks, private company materials, risk signals, AI analysis and deeper diligence decisions.

No Training on Your Data Is Not the Same as No Data Retention
Understand the difference between AI training and data retention, and what to check about deletion, processing locations and confidentiality.

Pitch Deck Quality Is Not Investment Quality
A polished pitch deck can hide weak assumptions. Learn what an initial review should check about demand, competition, finances and execution.

DDScore.ai Launches AI-Assisted Due Diligence
DDScore launches AI-assisted company analysis across 12 dimensions, combining submitted materials, market information and financial stress-testing.

Why Investment Risk Is Never One Thing
Explore how market, team, financial and competitive assumptions interact, and why due diligence needs to examine those connections.

DDScore.ai Begins Private Beta — Invite-Only Access for Experienced Investors
DDScore.ai has entered private beta. We are collecting feedback from experienced investors.