The Blog
Why 80% of AI Projects Fail Before They Start — And How to Be the Other 20%
The 80% failure rate isn't a technology problem — it's a planning problem. Drawing on real enterprise AI implementations, discover the 5 critical mistakes that doom AI initiatives and a practical framework to avoid them.
The Invisible Leak: Why Your Current Rebate Process is Costing You 4% of Your Margin
Most companies lose 2-5% of their rebate value due to data gaps and manual spreadsheets. Learn how to identify your "Revenue Leakage" and use our ROI calculator to see exactly how much margin you can recover.
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.
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.
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.
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.
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.
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.
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.