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Before AI Agents Use Your Business Data: An Accuracy and Readiness Framework

Before AI Agents Use Your Business Data: An Accuracy and Readiness Framework

A practical framework for preparing business data for AI agents, covering definitions, provenance, permissions, retrieval tests and human review.

Manufacturing Growth Is Holding Up: How Operators Should Test Their Capital Plans

Manufacturing Growth Is Holding Up: How Operators Should Test Their Capital Plans

When the CFO Becomes Interim CEO: A Financial-Control and Continuity Playbook

When the CFO Becomes Interim CEO: A Financial-Control and Continuity Playbook

Latest insights

Before You Automate E-Commerce Support, Map the Mess Behind Every Ticket

Before You Automate E-Commerce Support, Map the Mess Behind Every Ticket

Mimir’s pre-seed funding is not interesting because another AI startup raised money. It is interesting because it points at a pressure point many small […]

When Cheap AI Video and Call Agents Actually Pay Off for Small Operators

When Cheap AI Video and Call Agents Actually Pay Off for Small Operators

Two AI signals from India are worth watching if you run a small digital business: video generation is getting priced by the second, and […]

Before Adding a New Payment App or Niche Marketplace, Run the Margin Test

Before Adding a New Payment App or Niche Marketplace, Run the Margin Test

Satispay is planning a new capital raise to expand from payments into a broader financial platform, while CardNexus has raised pre-seed funding for a […]

AI Outsourcing Is Splitting in Two: What Small Operators Should Keep In-House

AI Outsourcing Is Splitting in Two: What Small Operators Should Keep In-House

Two AI signals landed in the same week and they point in opposite directions. Anthropic is working with Tata Consultancy Services to scale enterprise […]

Before You Raise Capital: The Operator’s Cost Map for SME Funding

Before You Raise Capital: The Operator’s Cost Map for SME Funding

Most founders ask the wrong funding question first. They ask how much money they can raise, not what the money will do to their […]

AI Power Constraints Are Becoming a Cost Risk for Small Digital Businesses

AI Power Constraints Are Becoming a Cost Risk for Small Digital Businesses

AI tools look like software subscriptions, but the constraint underneath them is physical: electricity, data centers and the speed at which new power can […]

Fraud Prevention for Small E-commerce Teams: Where to Put Automation Before Scammers Find the Gaps

Fraud Prevention for Small E-commerce Teams: Where to Put Automation Before Scammers Find the Gaps

Fraud prevention is moving from back-office clean-up to live operational control. For a small e-commerce team, the question is not whether AI fraud tools […]

Zepto’s IPO Filing Shows Why E-Commerce Operators Need a Retail Media Profit Test

Zepto’s IPO Filing Shows Why E-Commerce Operators Need a Retail Media Profit Test

Zepto’s IPO filing, as reported by TechCrunch, contains a number every e-commerce operator should pause over: advertising revenue grew faster than operating revenue. That […]

Marketplace Dependency Audit: How Small E-Commerce Sellers Should React to Dominant Platforms

Marketplace Dependency Audit: How Small E-Commerce Sellers Should React to Dominant Platforms

Dominant e-commerce platforms are not just sales channels. For a small seller, they can quietly become the pricing engine, customer data layer, fulfillment standard, […]

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