FIELD NOTES · STRATEGY · 17 POSTS

Strategy

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

How Much Does It Cost to Build an AI Agent?
FIELD NOTE
AI
JUL 8, 2026 7 MIN

How Much Does It Cost to Build an AI Agent?

AI agent costs in 2026 run from ~$5k for a single-task agent to $180k+ for autonomous multi-agent systems. What drives the number, and the run-cost catch.

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How to Choose an AI Development Company: 7 Questions to Ask Before You Hire
FIELD NOTE
AI
JUL 8, 2026 8 MIN

How to Choose an AI Development Company: 7 Questions to Ask Before You Hire

Most AI vendors sell decks; a few ship software. The seven questions that separate builders from deck-makers before you sign: from who codes to who owns it.

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What Is Agentic AI? A Business Leader's Guide for 2026
FIELD NOTE
Agentic AI
JUL 8, 2026 7 MIN

What Is Agentic AI? A Business Leader's Guide for 2026

Agentic AI is software that pursues a goal by deciding its own next steps, not following a script. How it differs from chatbots, where it pays off, and risks.

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How Long Does It Take to Build an AI System?
FIELD NOTE
AI
JUL 7, 2026 6 MIN

How Long Does It Take to Build an AI System?

Most AI builds take 8 to 12 weeks; Finzarc ships a first production version in about three weeks. What sets the timeline, and what 'three weeks' really means.

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How Much Does It Cost to Build a Custom AI System?
FIELD NOTE
AI
JUL 7, 2026 7 MIN

How Much Does It Cost to Build a Custom AI System?

AI build costs in 2026 run from ~$8k for a simple automation to $150k+ for multi-agent systems. What drives the number, and how Finzarc prices to the metric.

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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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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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How to Reduce Decision Latency in Large Organizations
FIELD NOTE
AI
MAY 11, 2026 12 MIN

How to Reduce Decision Latency in Large Organizations

Decision latency is the gap between signal and action, where large organizations quietly lose. How to find the delay and close the loop.

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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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AI Infrastructure Mistakes That Kill ROI: What 2026 Research Shows
FIELD NOTE
AI
APR 24, 2026 15 MIN

AI Infrastructure Mistakes That Kill ROI: What 2026 Research Shows

AI infrastructure mistakes that kill ROI: over-building, starved data, and idle GPUs. What 2026 research says decides whether AI ever pays back.

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How to Choose Between AI Agents and Automation?
FIELD NOTE
Agentic AI
MAR 16, 2026 13 MIN

How to Choose Between AI Agents and Automation?

AI agents vs automation: a practical decision framework for when a rule is enough and when an agent actually earns its cost.

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AI Agents vs. Agentic AI: Understanding the Progression
FIELD NOTE
Agentic AI
MAR 9, 2026 21 MIN

AI Agents vs. Agentic AI: Understanding the Progression

AI agents vs agentic AI: what actually changes from one tool-using agent to a coordinated system, and where the jump pays off.

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6 AI Adoption Challenges Leaders Can’t Ignore in 2026
FIELD NOTE
AI
FEB 10, 2026 13 MIN

6 AI Adoption Challenges Leaders Can’t Ignore in 2026

AI adoption challenges in 2026: the six walls (talent, trust, data, integration, governance, ROI) that stall enterprise AI, and how to clear them.

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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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Vendor Shortlisting in 2026: A Practical Checklist for Teams That Care About Execution
FIELD NOTE
AI
JAN 22, 2026 8 MIN

Vendor Shortlisting in 2026: A Practical Checklist for Teams That Care About Execution

AI vendor shortlisting in 2026: a practical checklist to tell builders from deck-makers before you sign anything.

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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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3 AI Breakthroughs Reshaping How Every Industry Operates in 2025
FIELD NOTE
AI
AUG 25, 2025 8 MIN

3 AI Breakthroughs Reshaping How Every Industry Operates in 2025

AI breakthroughs 2025: agents that act, reasoning models, and collapsing inference cost: the three shifts rewriting how industries operate.

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