Peak-shaving only pays off if the battery is sized against your actual demand curve, not your nameplate capacity. We start every engagement by logging 30 days of interval data before recommending a single kWh of storage.
The most common mistake: oversizing for a rare demand spike that happens twice a year, which triples the payback period for marginal benefit. A right-sized system targeting the 90th-percentile peak usually pays back in 3-5 years.
Battery chemistry matters less than most vendors claim - degradation curves, warranty terms, and the quality of the energy management system controlling dispatch matter far more.
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.
Migrating off spreadsheets: an ERP rollout playbook
A phased approach to ERP migration that keeps operations running while you replace the spreadsheet sprawl.