apHarmony Insights

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How AI Is Improving Order-Taking and Customer Service

For many B2B companies, the order-taking process is a mix of emails, phone calls, forms, and follow-ups. It works — until it doesn’t.

Slow turnaround times, input errors, and unclear requests all introduce friction. AI offers practical ways to clean this up, reduce costs, and improve service.

McKinsey reports that companies using AI in customer operations have seen an average 35% drop in operating costs and a 32% increase in revenue.

These gains come from better efficiency, fewer mistakes, and faster response times.
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Why Most AI Projects Fail (and What to Do Differently)

The AI landscape in 2025 is flooded with potential and false starts.

Across industries, companies have launched initiatives with high hopes. But many stall before they ever deliver real value.

The pattern is consistent: early excitement, a flashy demo, and then… nothing. The model can’t scale. The results aren’t consistent. The data isn’t usable. The project dies quietly.

And this pattern is accelerating.

This year, S&P Global reports that 42% of companies have shut down the majority of their AI initiatives—nearly triple the rate from the year before. MIT adds another layer: 95% of generative AI pilots fail to exit the testing phase.

These aren’t growing pains. They’re signs of a deeper design flaw.

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The Hidden Cost of Not Automating Your Order Entry

If you’re still processing orders manually, you’re paying a price; and not just in dollars.

Manual order entry drains time, inflates costs, and invites mistakes. According to McKinsey, businesses that rely on manual processing spend 30% more on operational costs than those that automate. That’s money lost to inefficiency — time spent on repetitive tasks, corrections, and rework.

And it’s not just the cost. It’s the risk. Manual data entry has an average error rate of 3% — that’s 3 mistakes for every 100 orders. In fast-moving sectors, those mistakes ripple out: botched deliveries, frustrated customers, and lost trust. In a market where speed is currency, even one wrong digit in an order can turn into a reputation problem.
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The Need for Speed

Site speed is rarely the loudest voice in a product meeting. It’s easy to put off in favor of a feature improvement or customer request. But speed is revenue.

It’s one of the few levers you can pull today that will pay you back this quarter.

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Improving the Customer Experience to Drive Revenue

After 15 years of working in eCommerce, one thing is clear: making it easier for customers to purchase and support themselves drives revenue.

Too often, companies rely on systems integrations as drivers of change, while neglecting to streamline the actual customer experience throughout their site.

Think of your online store, customer portal, and associated systems as a sales team working around the clock. If the systems are clunky and difficult to use, they frustrate customers and result in lost business.
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Avoid Emergencies with Software Preventative Maintenance

Often overlooked, to many businesses’ detriment, good preventative maintenance policies in the software lifecycle can reduce emergencies.  In addition to increasing system uptime, software preventative maintenance also helps regulate blood pressure of the software stakeholders and reduces cardiac risk to system administrators.  We explore a variety of software preventative maintenance options and their effectiveness.
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How 3D Programming Is Transforming The Way We Do Business

3D programming has been pushing the boundaries of digital media since 1976, when the first 3D computer graphics were used in the science fiction film Futureworld. Since then, 3D programming has developed from an art form into a powerful tool used by businesses to increase sales, improve employee performance, and analyze complex data. 3D Programming has potentially disruptive capabilities through its five major implementations: Product Visualization, Augmented Reality, Training, Sales Tools, and Data Visualization.
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Industry Review 2014: How much should a custom software development project cost?

When prospective clients call our firm for help in accomplishing their software project, the conversation usually starts with their vision and then quickly shifts to budget – how much will it cost to develop the software and realize their goals.

In order to assist in budgeting, we provide a general-purpose breakdown of costs associated with software projects.
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