Insights
Insights
Technical insights, case studies, practical guidance, and company updates from the VisionWrights team.
Data Strategy
January 29, 2026
Data Strategy for Restaurants: Connecting the Kitchen, the Counter, and the P&L
Restaurant groups generate thousands of data points per location per day — but most can't answer basic cross-location questions. A practical guide to building a data strategy that unifies POS, labor, food cost, and guest data.
Data Strategy
January 27, 2026
Data Strategy for Retail: From Point-of-Sale to Competitive Advantage
Retail generates enormous data volume across channels, but most retailers lack a unified view. Learn how to build a data strategy that connects POS, e-commerce, inventory, and customer data into better decisions.
Analytics & BI
January 23, 2026
How to Consolidate BI Tools Without Losing Trust
Multiple BI tools mean multiple versions of truth. Here's how to consolidate to a single platform without losing the work already done.
Data Strategy
January 20, 2026
How to Know If Your Organization Is Ready for AI
Most AI initiatives fail because the data foundation isn't there. Here are five signs your organization is ready for AI — and five signs you're not.
Data Strategy
January 16, 2026
6 Signs Your Data Strategy Isn't Working
Dashboards nobody uses? Metrics that don't match? Here are six signs your data strategy isn't delivering — and what to do about each one.
Data Strategy
January 13, 2026
When to Hire a Data Team: Build, Buy, or Blend
Growing organizations reach a point where they need dedicated data capability. Here's how to decide between building an internal team, hiring consultants, or a blended model.
Data Strategy
January 9, 2026
How to Build a Data Strategy: A Practical Guide
A real data strategy starts with business questions, not technology. Here's a five-step framework for building one that actually gets implemented.
Data Strategy
January 6, 2026
What Is Data Team as a Service? A Guide for Growing Organizations
Data Team as a Service gives mid-market organizations access to data engineers, scientists, and strategists who operate as an extension of your team — with the strategic depth to guide what gets built, not just build what's requested.
Case Study
October 15, 2025
Operational Intelligence Agent for a Nationwide Electrical Contractor
Insight agents that gave a nationwide electrical contractor a single source of truth for day-to-day financial decision-making — replacing spreadsheet-based reporting with real-time operational dashboards.
Case Study
September 20, 2025
AI-Powered Parts Recommendation Agent for a National Appliance Retailer
An assistive agent that translates customer issue descriptions into likely parts needed — improving first-time-complete repair rates by predicting what technicians need before they arrive.
Case Study
August 10, 2025
System Consolidation Agent for a $7B Real Estate Firm
An insight agent platform that consolidated 15+ disconnected systems into centralized analytics — moving a $7B real estate company from retrospective reporting to real-time operational visibility.
Case Study
July 28, 2025
From Manual Review to AI-Driven Due Diligence
A commercial real estate team was spending days manually reviewing property documents for every acquisition. We built an AI pipeline that ingests, classifies, and extracts key data from hundreds of documents in minutes — cutting due diligence timelines from weeks to hours.
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