Neeraj Agarwal
Founder & CEO, Algoscale
Neeraj has led AI and data engagements for Fortune 500 clients across finance, healthcare, and retail. He writes about what actually ships — not what looks good in a slide.
8 articles
Supply Chain Visibility Beyond Dashboards
Most supply chain visibility tools paint a dashboard over broken data. Real visibility lives in the WMS-TMS-carrier integration layer underneath.
Hybrid Row-Level Security: AWS + Power BI
How we wired Azure AD identities to AWS Lake Formation to Power BI - with row-level security that keeps field, regional, and exec reports distinct.
Post-Acquisition Data: The 180-Day Playbook
Your acquisition closed. Your ERPs, CRMs, and data warehouses do not match. A 180-day playbook for consolidating the estate without the multi-year integration.
Why Predictive Maintenance Pilots Stall
Most enterprise predictive maintenance pilots stall before payback. The fix isn't more sensors — it's the data foundation underneath. Here's the pattern.
Fabric OneLake Shortcuts vs ADLS Mounts
When OneLake shortcuts beat ADLS Gen2 mounts in Microsoft Fabric, when they silently break, and the decision matrix we use on every migration.
Microsoft Fabric vs Databricks, Honestly
A practitioner's comparison of Fabric and Databricks across real enterprise workloads — with cost benchmarks and where each genuinely wins.
Synapse to Fabric: 4 Silent Breakages
Four Synapse-to-Fabric migration gotchas that pass code review but break production: identity columns, distribution DDL, OPENROWSET, F-SKU throttling.
Why Your AI Pilot Stalls at 80%
Most enterprise AI pilots hit 80% accuracy in a demo and never reach production. Here's the data-stage failure pattern behind it — and a concrete path to ship.