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Insights, analyses, and guides on AI startups and emerging market opportunities.
The AI Code Security Crisis 2026: 45% of Copilot-Generated Code Contains Vulnerabilities — Why Enterprise SAST/DAST Tools Are Failing
GitHub Copilot reaches 20M users while 45% of AI-generated code contains security vulnerabilities. Enterprise SAST/DAST tools weren't built for AI-assisted development — here's what breaks and which startups are...
Łukasz BalowskiRead more →
Legal AI 2026: The $3.11B Contract Review Market Where 67% of Law Firms Still Use Manual Workflows
The legal AI market hit $3.11B in 2025 with 28.3% CAGR, yet 67% of law firms still rely on manual contract review. Here's where the automation gap creates startup opportunities.
Łukasz BalowskiRead more →
AI Video Generation for Enterprise 2026: The $1.2B Market Where Sora, Runway, and Kling Fight for B2B Budgets
The AI video generator market hit $1.225B in 2025 and is racing toward $21.6B by 2034. But enterprise adoption lags behind consumer hype. Here's where B2B buyers actually deploy generative video.
Łukasz BalowskiRead more →
AI Fraud Detection 2026: 87% of Financial Institutions Deployed AI Systems Preventing $25.5B in Losses
87% of financial institutions now use AI fraud detection, preventing $25.5B in losses in 2025. The $18.48B market grows 19% annually as legacy systems fail against synthetic fraud.
Łukasz BalowskiRead more →
Legal AI 2026: The $5.59B Market Where 79% of Lawyers Already Use AI — But 91% of Firms Lack Governance
The legal AI market hit $5.59B in 2025 with 79% of lawyers using AI daily. Yet 91% of firms have no AI governance policy. This gap between adoption and oversight is creating a $2.1B compliance risk exposure.
Łukasz BalowskiRead more →
The AI Agent ROI Gap 2026: Why 81% of Enterprise Deployments Fail to Measure Payback (And the 5 Metrics That Actually Work)
81% of enterprise AI agent deployments cannot prove ROI after 12 months. This analysis breaks down the 5 metrics that separate the 19% seeing payback from the rest — backed by data from IBM, Salesforce, and...
Łukasz BalowskiRead more →
Data Center Power Crisis 2026: AI Workloads Need 13 GW But Poland's Grid Queue Has 13 GW Waiting
Poland's grid has 13 GW in connection queue while AI data centers face +55% energy cost increases in 2026. Liquid cooling for BESS grows 23.10% CAGR from $4.98B to $37.82B as hyperscalers demand on-site power solutions.
Łukasz BalowskiRead more →
The $487B AI Infrastructure Bill 2026: Why 68% of Enterprises Are Overspending on Compute Without ROI
IDC projects AI infrastructure spending will hit $487B in 2026, up 53% YoY. But 68% of enterprises cannot trace infrastructure costs to business outcomes. Here's where the budget leaks and how to fix it before Q4.
Łukasz BalowskiRead more →
Legal AI 2026: The $5.21B Market Where 79% of Lawyers Use AI Daily But 91% Lack Workflow Integration
The legal AI market hit $5.21B in 2026 with 79% lawyer adoption, yet 91% struggle with workflow integration. This gap between tool access and operational deployment is creating a new layer of legal operations startups.
Łukasz BalowskiRead more →