Research & publications

The homework behind
the platforms

Benchmarks, playbooks, and field surveys written from the build side. Full editions are free for qualified teams — we send them personally.

Reports & playbooks
ReportJul 2026 · 22 min

The 2026 AI & Software Build Cost Benchmark

Real cost data from $100K+ platform, AI, and tokenization builds: line-item benchmarks, hidden-cost multipliers, US vs EU deltas, and budget worksheets you can take into a board meeting.

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PlaybookJul 2026 · 15 min

The Partner Evaluation Scorecard: AI-Era Edition

A weighted, fill-in scorecard for shortlisting development partners on $100K+ projects: AI-delivery maturity, engineering depth, security, GDPR/MiCA compliance, infrastructure ownership, and TCO.

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PlaybookJul 2026 · 20 min

The On-Prem Development Playbook

How to keep infrastructure burn low before launch: on-premise development environments, containerized promotion pipelines, and the moment cloud actually earns its bill — with an EU data-sovereignty annex.

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ReportJun 2026 · 16 min

The 2026 AI Agent Readiness Checklist

A practical checklist for enterprises adopting task-specific agents: evaluation harnesses, bounded autonomy, audit trails, and the organizational prerequisites nobody budgets for.

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ReportMar 2026 · 24 min

The State of Onchain Compliance in Emerging Markets

A field survey of tokenization, sanctions screening, and regulatory readiness across emerging-market virtual-asset ecosystems — where licensing is outpacing tooling.

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Custom research

Need numbers on your specific problem?

We run scoped benchmarks and technical surveys for clients — pricing a build, comparing architectures, or sizing a market corridor.

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Open working papers

Research for
your roadmap

Want us to run the numbers on your specific problem? That's a discovery sprint.