Analysis
Deep dives, investigations and teardowns
6 pieces, each with a 30-second executive summary, key metrics, sources and a clear list of actions.
What Changpeng Zhao Said About Security in September – and What Happened at Binance in October
An exclusive analysis for Venture Signal
Signal vs Noise: Why 90% of Enterprise Agentic AI Pilots Fail to Reach Production in 2026
Compounding error, latency, token creep and context rot sink most agentic pilots; bounded workflows, scoped contexts and human checkpoints are what reach production.
The Squeeze on Series A: How European and UK VCs Secretly Recalibrated Valuation Multiples for GenAI
Headline Series A valuations for GenAI look steady, but the recalibration has moved into ARR definitions, gross-margin adjustments and preference stacks that decide what founders receive.
Building a Lean $1.8M ARR B2B Media Engine with a 3-Person Team and Local AI Agents
A modelled operating blueprint: three people, local open-weight models, Postgres and a verification pipeline with mandatory human sign-off, costed line by line.
The Founder’s Playbook: Navigating Innovate UK Smart Grants and the Delaware Flip without Voiding SEIS/EIS
Grants, SEIS, EIS and a US-led flip each run on their own clock; sequence them badly and UK investors lose their tax relief.
SaaS to AI Margin Analysis: Unit Economics Teardown of 12 Early-Stage AI Startups
A modelled teardown of 12 anonymised AI start-ups shows margins near 51%, not SaaS-style 80%, and identifies the routing, pricing and commitment decisions that move them.