One research library across markets and decisions

Defensive AI: a dated supply-side landscape

What does the defensive-AI supply side contain at the cutoff, where do offers cease to be comparable, and which uncertainties should block or reopen a strategic question?

A dated public-evidence baseline covering 31 named table entries across 28 product organisations and 27 consolidated corporate owners.

Published / edition

2026-09-05

Evidence cutoff

14 August 2026

Coverage

A declared basket of 31 named table entries across 28 product organisations and 27 consolidated corporate owners.

Intended reader

Security buyers, risk, audit, counsel and procurement teams, Security vendor and product-strategy teams, MSSP, MDR and integration teams, Investors and corporate-development teams

Autonomous Defensive Action: How Buyers Decide Action Authority and Accountability

What exact defensive action may a system take, on what object, under whose authority, with which consequence owner and recovery path?

A buyer-side method for defining and recording one bounded autonomous defensive action on one controlled object.

Published / edition

2026-08-31

Evidence cutoff

31 August 2026

Coverage

A complete buyer-side method supported by a 103-row public-safe claim, source and freshness register.

Intended reader

Second-line risk and compliance teams, Internal audit and assurance teams, Security leaders defining bounded action authority, Advisers and MSSPs requiring commercial-use rights

Agritech in CEE: Market Map & Thesis 2025-30

The era of simple digitalization is over. We map the shift towards "Compliance-as-a-Service" and financial infrastructure. Contains rigorous red-teaming of current market consensuses. Operational Leverage: Bypass the initial research phase. Instant, actionable intelligence for your Investment Committee.

Published / edition

2025 edition

Intended reader

VC and PE Funds, M&A Departments in Corporations, Banks and Insurers, Corporate Venture Capital (CVC)

CEE Agri-Compliance Integration Bundle: Complete Farm-to-ESG Architecture

Two reports. One integrated architecture. The complete technical and commercial blueprint for building the missing middleware layer between CEE farms and corporate ESG systems. Lower stack: 4-country LPIS integration, immutable audit trail, acquisition targets. Upper stack: MRV→ESG connectors, 3-tier buyer model, 90-day MVP blueprint.

Intended reader

Enterprise architects, technology integrators, and software house leadership building end-to-end CSRD agri-compliance infrastructure

Food Traceability Platform: Building the API-First Middleware for FSMA 204 and CSRD

Walmart and Kroger are enforcing FSMA 204 compliance on their own timelines — and their portals are incompatible. No neutral, agnostic middleware connects them. This framework shows software houses exactly how to build the 'Plaid for the Food Supply Chain' before the window closes.

Intended reader

Software House CEOs, CTOs, and CPOs evaluating entry into the food supply chain compliance market

The Aquaculture Interoperability Gap

Norwegian salmon farming is a €11B export industry running on four incompatible software systems with no neutral translation layer. The strongest near-term opportunity is not another platform war contender, but control of the compliance and interoperability layer between entrenched systems.

Published / edition

April 2026 edition

Evidence cutoff

Q1 2026

Intended reader

CEOs, software investors, PE funds, and strategic buyers evaluating the aquaculture compliance and interoperability layer, plus corporate strategy teams at salmon producers, feed companies, and equipment vendors

The CEA Operating System Gap: A Decision Framework for Software Houses

Every industry gets its vertical SaaS platform — Toast for restaurants, Procore for construction. CEA has a frontrunner ($60M+ funded Source.ag), but three structural gaps remain unserved. This framework shows software houses how to enter the niches Source.ag cannot reach.

Intended reader

Software House CEOs, CTOs, CPOs entering the Controlled Environment Agriculture / vertical farming market

The CEE Farm-Data Gap: Middleware Architecture Blueprint for CSRD Agri-Compliance

iPaaS giants (MuleSoft, Boomi, SAP Integration Suite) have zero CEE-specific agricultural connectors — confirmed April 2026. 11 million farms across Poland, Romania, Hungary, and Czech Republic must feed auditable Scope 3 data into Wave 1 corporate ESG systems. The middleware layer connecting them does not exist. This blueprint gives enterprise architects and tech integrators the four-country integration architecture, immutable audit trail design, and Build/Buy/Partner matrix to build it before the 2027 compliance wave locks the market.

Intended reader

Enterprise architects, CIOs, and data strategists at Wave 1 food corporations and technology integrators building the CEE farm-data layer

The CSRD Scope 3 Agri-Compliance Stack: A Decision Framework for Tech Integrators

CSRD mandates auditable Scope 3 data from 50,000 companies. For food corporations, 90% of that data lives on farms. A neutral, cross-border integration layer between MRV platforms and enterprise ESG systems does not exist. This framework shows you how to build it — and why DLG certification in Germany is your first moat.

Intended reader

Software House CEOs, CTOs, and enterprise architects serving clients in the food and agriculture sector

The Greenhouse RaaS Operator Playbook

Standard RaaS contracts cover the robot — not your crop, your data, or your ability to switch vendors. EU Data Act Art. 4 gives you inalienable data rights. Standard Dutch agri insurance won't pay for algorithmic crop loss. And a single PE fund (Navus Ventures) silently controls your climate AI, climate computer, and harvest robot. This playbook shows you how to negotiate the contract that actually protects your greenhouse.

Intended reader

Greenhouse CEOs, COOs, and Operations Directors (5-100+ ha) evaluating or renegotiating RaaS contracts for autonomous harvest, scouting, or UV-C robots

The RaaS Greenhouse Decision Framework

The orchestration layer for greenhouse robotics does not exist. No vendor has built the software platform that connects harvest robots, transport systems, and climate controls into a unified, vendor-agnostic workflow. This framework maps the market gap, the competitive landscape, and the exact entry path for software leaders.

Intended reader

CEOs and CTOs of software houses evaluating market entry into greenhouse robotics and automation