FIELD NOTES · ANALYTICS · 15 POSTS

Analytics

Every field note tagged analytics, grounded in shipped builds. See what we build, the delivered-build ledger, or the full Insights hub.

AI for Demand Forecasting: A Practical Guide for 2026
FIELD NOTE
Predictive Analytics
JUL 8, 2026 8 MIN

AI for Demand Forecasting: A Practical Guide for 2026

AI demand forecasting beats spreadsheets when data is ready and the forecast reaches a decision. What works, where it fails, and how to ship one in weeks.

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What Is a Supply-Chain Control Tower? (And When You Actually Need One)
FIELD NOTE
AI
JUL 8, 2026 7 MIN

What Is a Supply-Chain Control Tower? (And When You Actually Need One)

A supply-chain control tower is a single live view that turns scattered signals into decisions. What it is, what it is not, and the cheaper first build.

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How Predictive Analytics Improves Inventory and Demand Planning, and Where Most Implementations Fail
FIELD NOTE
Predictive Analytics
JUN 29, 2026 12 MIN

How Predictive Analytics Improves Inventory and Demand Planning, and Where Most Implementations Fail

Predictive analytics for inventory and demand planning works; implementations fail. The difference is never the algorithm.

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Real-Time Analytics vs Traditional BI: Which One Does Your Business Actually Need?
FIELD NOTE
AI
JUN 26, 2026 10 MIN

Real-Time Analytics vs Traditional BI: Which One Does Your Business Actually Need?

Real-time analytics vs traditional BI: a decision rule for the most expensive data-architecture choice you'll make.

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How Data Platforms Fail to Deliver Business Value and What to Build Instead
FIELD NOTE
Digital Transformation
JUN 23, 2026 11 MIN

How Data Platforms Fail to Deliver Business Value and What to Build Instead

Why data platforms fail to deliver business value, and what to build instead: ship one money-losing decision, not an 18-month platform.

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AI and Analytics in Enterprises: What Works in Production
FIELD NOTE
AI
JUN 15, 2026 10 MIN

AI and Analytics in Enterprises: What Works in Production

AI and analytics in production: eighteen delivered systems, and what actually survives contact with a real business.

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Why Dashboards Create the Illusion of Control
FIELD NOTE
Digital Transformation
JUN 5, 2026 10 MIN

Why Dashboards Create the Illusion of Control

Visibility is not control. A dashboard that doesn’t trigger behavior is decoration.

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Where AI Actually Improves Revenue in Retail and FMCG
FIELD NOTE
AI
MAY 15, 2026 12 MIN

Where AI Actually Improves Revenue in Retail and FMCG

AI improves revenue in retail and FMCG through pricing, forecasting, and allocation, not chatbots. The unglamorous places the money hides.

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Business Intelligence That Drives Decisions: A Complete 2026 Guide
FIELD NOTE
AI
MAY 8, 2026 20 MIN

Business Intelligence That Drives Decisions: A Complete 2026 Guide

Business intelligence that drives decisions: build BI that changes what happens on Monday, not just what gets reported on Friday.

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Why Enterprise Analytics Fails to Change Behavior
FIELD NOTE
Digital Transformation
MAY 4, 2026 11 MIN

Why Enterprise Analytics Fails to Change Behavior

Why enterprise analytics fails to change behavior: insight without an owner, a deadline, and a consequence never moves anyone. The last mile is behavioral.

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How to Turn Production Data Into Daily Actions in Manufacturing (Not Monthly Reports)
FIELD NOTE
AI
FEB 16, 2026 9 MIN

How to Turn Production Data Into Daily Actions in Manufacturing (Not Monthly Reports)

Turn production data into daily action in manufacturing: wire plant signals to owned tasks and shift-level loops, not monthly reports.

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Why FMCG and Retail Leaders Are Still Watching AI Instead of Letting It Act
FIELD NOTE
Agentic AI
FEB 5, 2026 10 MIN

Why FMCG and Retail Leaders Are Still Watching AI Instead of Letting It Act

FMCG and retail AI keeps watching instead of acting. The real blockers, and how bounded autonomy earns AI the right to act on the floor.

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Why Your 2026 January Budget Reset Is Already Failing
FIELD NOTE
Predictive Analytics
JAN 19, 2026 8 MIN

Why Your 2026 January Budget Reset Is Already Failing

The 2026 budget reset fails when a frozen annual plan meets a market that moves weekly. Fund quarterly, re-forecast monthly, ship in weeks.

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Peak Prediction at SCIT: Why the Best Data Science Isn't About the Model
FIELD NOTE
Data Science
MAR 10, 2025 3 MIN

Peak Prediction at SCIT: Why the Best Data Science Isn't About the Model

Finzarc judged Peak Prediction at the Graffiti Festival at Symbiosis (SCIT), scoring teams on decision intelligence, not model complexity alone.

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Product Sprint 1.0 at BITSoM: Lessons From 600 Teams
FIELD NOTE
AI
JAN 13, 2025 3 MIN

Product Sprint 1.0 at BITSoM: Lessons From 600 Teams

With BITSoM, Finzarc hosted Product Sprint 1.0, a national Product Management strategy showdown. 600+ teams registered; six reached the final round.

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READING IS RESEARCH. SHIPPING IS THE POINT

30 minutes with the founding team. Bring the problem; leave with a scope and a timeline.

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