Enterprise AI · analysis
The enterprise AI agent evaluation scorecard
A practical control model for testing task completion, evidence quality, permissions, failure handling and operating cost before an agent reaches production.
Actuneuriat / ResearchDecision-grade
Decision-grade
technology intelligence.
Evergreen frameworks and field guides built to survive the news cycle—and improve the next operating decision.
Primary sourcesExplicit assumptionsBusiness consequence
01Research library
From signal detection to a usable decision system.
Computing & Cybersecurity · analysis
Sovereign cloud procurement: a control matrix beyond geography
How buyers can translate sovereignty claims into testable requirements for access, jurisdiction, operations, portability and technical dependence.
Robotics & Manufacturing · analysis
A digital-twin maturity model built for operations
Five stages for distinguishing a useful operating twin from a visual model, and for deciding which data, decisions and ownership should be added next.
Corporate Innovation · analysis
Build, buy or partner: the innovation decision before the business case
A structured way to compare learning speed, strategic control, integration cost and reversibility before selecting an innovation route.
Climate & Energy · analysis
AI data-centre site selection: power, water and network as one portfolio
A decision framework for comparing capacity, connection timing, cooling, resilience and community constraints before committing AI infrastructure capital.
Robotics & Manufacturing · analysis
Industrial robotics safety: the integration checklist before scale
A practical operating checklist connecting task design, risk assessment, human interaction, change control and incident learning.
Deep Tech & Frontier Science · analysis
A business leader's evidence map for deep tech
Quantum systems, advanced materials and other frontier technologies need different proof than software. This framework separates scientific progress from a deployable business system.
Global Startup Ecosystems · analysis
How to read a global startup ecosystem without using a league table
Innovation hubs are operating systems, not rankings. A useful map connects research, founders, capital, corporate demand and the routes through which companies can scale.
Fintech & Digital Finance · analysis
The control map for next-generation financial infrastructure
Tokenization, real-time payments and programmable finance matter when they improve settlement, governance and access without fragmenting the monetary system.
Future of Work · analysis
Redesign work at the task level before automating the role
AI exposure is not a headcount forecast. The useful unit is the task, its quality threshold and the human accountability that must remain around it.
Web3 & Digital Assets · analysis
Seven control points for enterprise blockchain systems
Shared ledgers create value only when governance, identity, settlement and recovery are as explicit as the code.
Space Economy · analysis
The commercial space economy is a layered value chain
Launches capture attention, but durable business value often sits downstream in data, connectivity, navigation and services integrated into terrestrial operations.
Bioeconomy & Engineered Biology · analysis
The operating model that turns engineered biology into production
AI can accelerate biological design, but commercial performance still depends on laboratories, scale-up, feedstocks, quality systems and responsible governance.
Corporate Innovation · data
Global innovation signals: the Q3 2026 field guide
A structured reading of the technologies, operating shifts and investment questions that deserve executive attention this quarter.
Corporate Innovation · analysis
The innovation portfolio review that replaces vanity metrics
A useful portfolio review connects experiments to strategic options, operating capabilities and evidence—not activity counts.
Enterprise AI · analysis
Enterprise AI governance: the control stack leaders actually need
Useful governance sits inside the workflow: clear ownership, approved data, measurable behavior and a recoverable path when an AI system fails.
Robotics & Manufacturing · analysis
Robotics ROI: a total-cost model for automation decisions
Hardware price is only the opening line. Reliability, integration, changeovers and supervision determine whether automation compounds or stalls.
Climate & Energy · analysis
AI infrastructure planning is now energy portfolio design
Grid access, generation mix, cooling and workload flexibility increasingly belong in the same strategic model as compute demand.
Computing & Cybersecurity · analysis
Post-quantum migration starts with a cryptographic inventory
The first enterprise task is not predicting a quantum breakthrough. It is discovering where vulnerable public-key cryptography lives and who can replace it.
Method
Evidence → interpretation → decision
We distinguish observed facts, company claims and editorial analysis. Every research page links its sources and states its adoption horizon and evidence confidence.