Insights & Perspectives.
Expert analysis on agentic AI, Order-to-Cash transformation, and B2B channel innovation.
Bringing Frontier AI to the Mid-Market: How McQuays Delivers Enterprise-Grade Consulting Without the Enterprise Price Tag
Mid-sized companies stand to gain the most from agentic AI but lack in-house teams to deploy it. Here's how McQuays embeds applied AI engineers into mid-market operations to ship Claude-powered systems with humans in the loop.
Read →
Anthropic Releases Claude Opus 4.7: What It Means for Agentic Enterprise Workflows
Anthropic's Claude Opus 4.7 raises the bar on long-horizon coding, tool use, and multimodal reasoning — accelerating the shift to agent-led enterprise automation with humans in the loop.
Read →Why Every AI Agent Needs a Human It Can Call
From EU AI Act compliance to enterprise trust — why structured human-in-the-loop isn't optional, and how McQuays builds it into every agent deployment.
Read →
How AI Is Transforming Vendor Management for Wholesale Distributors
For wholesale distributors, vendor relationships are the backbone of the business. AI is turning vendor management from a reactive chore into a strategic advantage.
Read →
Smarter Customer Segmentation: How AI Helps Distributors Personalize at Scale
Not all customers are created equal—and treating them as if they are is costing you margin. AI-driven segmentation lets distributors stop guessing and start serving each customer the way they actually want to be served.
Read →
Why Agentic AI Is the Future of Order-to-Cash
Autonomous AI agents are transforming every stage of the OTC cycle — from quote generation to cash collection — delivering speed, accuracy, and unprecedented efficiency.
Read →
Predicting Customer Churn Before It Happens: AI-Powered Retention for Distributors
Losing a long-term customer costs far more than most distributors realize. AI gives you the early warning system to stop churn before it starts.
Read →
AI-Driven Pricing Strategies for Wholesale Distributors
Pricing is one of the most complex and highest-leverage decisions in wholesale distribution—and most distributors are still making it with outdated tools. AI changes what's possible.
Read →
Eliminating B2B Channel Friction with Intelligent Agents
From partner onboarding to dynamic pricing and order routing, AI agents are removing the friction that has long plagued B2B channel operations.
Read →Automating Vendor Compliance and Onboarding with AI
Vendor compliance failures don't just create administrative headaches—they expose your business to real financial and legal risk. AI-powered automation closes the gaps.
Read →Using AI to Optimize Credit Risk and Accounts Receivable Management
For wholesale distributors, extending credit is as fundamental as stocking inventory. AI helps you do it smarter—extending the right credit to the right customers while protecting your cash flow.
Read →
From Manual to Autonomous: Transforming Invoice-to-Cash with AI Agents
AI agents are slashing DSO and accelerating cash flow by autonomously managing the invoice-to-cash lifecycle — from generation through reconciliation.
Read →Building Stronger Vendor Relationships Through AI-Powered Analytics
The best vendor relationships aren't transactional—they're strategic. AI gives you the data transparency to turn your most important supplier partnerships into genuine competitive advantages.
Read →
How AI Enables Smarter Manufacturer-Distributor Channel Collaboration
The relationship between manufacturers and their distribution partners has always been complicated by information asymmetry. AI is eliminating that gap.
Read →
AI-Powered Demand Signals: Closing the Gap Between Manufacturers and the Market
The biggest forecasting mistake in manufacturing is confusing what distributors order with what customers actually want. AI gives both sides a clearer view of real demand.
Read →
Building Resilient B2B Supply Chains with Agentic Automation
Agentic automation orchestrates multi-channel fulfillment, predicts disruptions, and optimizes inventory — building supply chain resilience at enterprise scale.
Read →
Managing Channel Conflict with AI: Smarter Territory and Pricing Intelligence
Channel conflict is one of the most corrosive forces in manufacturer-distributor relationships. AI helps manufacturers manage it intelligently.
Read →
Accelerating New Product Launches with AI-Driven Channel Readiness
New product launches live or die in the distribution channel. AI helps manufacturers and distributors get aligned faster—and gives new products the best possible chance of success.
Read →How AI Helps Distributors Maximize Manufacturer Rebates and Incentive Programs
Manufacturer rebate and incentive programs represent millions in potential revenue for distributors—and most are leaving significant money on the table. AI changes that.
Read →The ROI of Agentic Order-to-Cash: A Business Case for Enterprise Leaders
Concrete metrics and frameworks for building the business case for agentic OTC transformation — from cost reduction to strategic value creation.
Read →Using AI to Strengthen Manufacturer Scorecards and Performance Management
Measuring manufacturer performance objectively is the foundation of strategic channel management. AI makes it possible at a scale and consistency that manual scorecarding cannot match.
Read →
Demand Forecasting Reimagined: How AI Reduces Overstock and Stockouts
Overstock ties up capital. Stockouts cost you customers. AI-powered demand forecasting is changing the equation in meaningful ways.
Read →
AI-Powered Route Optimization for Wholesale Distribution Fleets
Transportation is one of the largest controllable cost lines in distribution. AI route optimization is reducing that cost while improving the delivery experience.
Read →From Reactive to Predictive: AI in Warehouse Operations
The distribution warehouse has always been where operational efficiency is won or lost. AI is moving warehouse management from reactive fire-fighting to predictive, precision operations.
Read →
AI-Powered Returns and Reverse Logistics Management for Distributors
Returns are an inevitable part of distribution—but managing them doesn't have to be a margin-destroying headache. AI brings intelligence and efficiency to reverse logistics.
Read →Real-Time Inventory Visibility Across Multi-Location Networks
In multi-location distribution, knowing what you have and where you have it is the foundation of customer service. AI makes true real-time visibility possible.
Read →Predictive Maintenance for Distribution Equipment and Fleet
Unplanned equipment downtime costs distributors millions annually. AI-powered predictive maintenance keeps your warehouse and fleet running at peak performance.
Read →Building the AI-Ready Distribution Supply Chain
AI transformation in distribution isn't just about technology—it's about building the data foundation, organizational capability, and strategic vision to compete in an AI-powered industry.
Read →Want this in your inbox?
One piece a month on the foundational work behind AI. No marketing automation, no drip sequence.