The Blog

Visualization of a traceable, auditable AI system with clear data flow.

The Black Box Problem: Why Your CFO Won’t Sign Off on AI Rebates (And How to Fix It)

Auditability is the biggest barrier to AI adoption in FinTech. We outline the triple-layered trust architecture—including Data Lineage, Decision Logging, and Auditor Agents—required to convince your CFO that the AI is trustworthy.

Strategic planning for a first AI project

Don't Boil the Ocean: How to Select Your First AI Project for a Guaranteed Win

Everyone's talking about AI, but where do you begin? Learn a proven framework, inspired by lessons from SOA enablement, for selecting a first project with low risk and high, measurable business wins.

Abstract visualization of data linking different crop input products for financial optimization.

Beyond the SKU: Solving the Crop Input Data Tangle to Find Your True Net Price

In Ag-business, the 'net net price' is everything. But messy product data (like 'Roundup' vs. 'GLY 540') makes rebate and pricing optimization a nightmare. Discover how our hybrid data-linking solution solves this.

Predictive analytics charts over an agricultural field.

Beyond Calculation: Using Predictive AI to Forecast and Optimize Ag-Rebate Performance

Move from reactive reporting to proactive strategy. Discover how a Predictive Rebate Engine can forecast sales, simulate new rebate programs, and provide a clear view of the road ahead for your Ag-business.

Agronomist using a tablet with a farmer in a field.

The Field Sales Co-Pilot: Building 'Earthling' for Our Customers' Success

Discover how we built 'Earthling,' our secure AI co-pilot for agricultural retail teams. Learn about our privacy-first RAG architecture and how we deliver real-time rebate intelligence to agronomists in the field.

Data specialist working with AI agents in a control room.

Beyond the Buzzword: A Deep Dive into Our AI Rebate Data Cleaning Agent

Explore how our Agentic AI tackles complex data mapping challenges, transforming messy rebate data into a clean, strategic asset. Learn how it enables us to achieve more with less staff.

Jeff Bradshaw presenting at AI(Live) conference

Reflections from AI(Live) 2025: From Theory to Tangible ROI

Following our presentation at AI(Live) 2025, we're sharing key takeaways on implementing AI that delivers real ROI. Discover how our AI agents are slashing costs from £60 to 10p and reducing 24-hour tasks to under 3 minutes in Agri-FinTech.