Insight

What actually matters in operations & supply chain software

ERP evaluations drown in feature matrices that predict almost nothing about success. From our research, these are the factors that separate thriving deployments from expensive ones.

Research Updated October 2026

Implementation quality outweighs software quality

Post-mortems of troubled ERP projects rarely indict the features; they indict governance, data and partner performance. The single highest-leverage decision buyers make is choosing — and contractually binding — the implementation partner, not the logo on the software.

The suite pendulum is swinging back

After a decade of best-of-breed enthusiasm, integration fatigue and AI-driven data ambitions are pulling buyers back toward unified suites. The modern compromise: a suite core with a small number of specialist platforms where differentiation genuinely matters — spend management being the canonical example.

AI value tracks data centrality

Every ERP vendor now demos AI forecasting and anomaly detection. The useful implementations share one trait: clean, centralised operational data. AI features will not rescue a fragmented data estate — they reward the boring master-data work nobody wants to fund.

TCO surprises live in years three to ten

Licences and implementation are the visible costs; the quiet ones are upgrade projects, integration maintenance, and the specialist staff or partners required to operate the platform. Model a full decade, and the "expensive" and "cheap" options frequently swap places.

About our insights: editorial analysis drawn from our ongoing category research. Insights explain the market; scores and recommendations live in our reviews and comparisons.