The riskiest way to migrate off spreadsheets is a big-bang cutover. We phase every ERP rollout by module - starting with the one causing the most operational pain (usually inventory or AP) - so the business absorbs one change at a time.
Data migration is where projects die quietly. Budget real time for cleaning historical records; spreadsheets accumulate a decade of inconsistent formatting that no import script handles gracefully on the first try.
Success looks like: the old spreadsheet becomes read-only reference material within 90 days, and nobody misses it within six months.
RAG vs fine-tuning: choosing the right approach for your chatbot
A practical breakdown of when retrieval-augmented generation beats fine-tuning for enterprise assistants - and when it doesn't.
Why offline-first still matters for retail POS in 2026
Connectivity fails. Here's how we design point-of-sale systems that never stop selling, even mid-outage.
Sizing battery storage for peak-shaving: a field guide
Lessons from three industrial battery retrofits - sizing, payback periods, and the mistakes we see most.