Quality Control: The Standard Sales Communication Has to Be Held To
I had a recent experience that reminded me why precision in sales communication matters more than most people appreciate.
All the messaging around a service I was engaging was at one price. When delivery began, the price had doubled without explanation. The person handling the delivery, who was not the person who sold it to me, was relaxed about the discrepancy. Confident, even. They explained that I had misunderstood, that the price had always been what they were now asking, and that a refund was not something being considered.
From a legal standpoint I am not concerned. Everything was in writing. The original communications are clear and the documentation is clean.
But the experience made me think carefully about something that I do not hear discussed often enough. Sales communication, more than almost any other function in a business, requires a level of precision that most departments never have to operate at.
The Exactness Sales Requires
Think about what a salesperson’s communication actually is. Every verbal statement in a client meeting is a potential representation. Every written message is a document that could later be used to establish what was agreed. Every proposal, every email, every informal text message is part of the record of what was said, promised, and understood by both parties.
The gap between what was said and what was meant, the gap between what the salesperson thought was agreed and what the client believed was agreed, is where disputes are born. One ambiguous word in a proposal. One verbal commitment made casually without it being captured in writing. One price discussed without the scope being clearly defined. Any of these can turn a good client relationship into a legal conversation.
No other department, with the exception of legal, operates under this kind of communicative precision requirement. Finance deals in numbers that either add up or they do not. Operations manages processes that either run correctly or they do not. Marketing produces materials that are reviewed and approved before they go out. Sales has real-time, high-stakes conversations with people whose money and decisions are on the line, and the quality of every word matters in a way that is rarely fully appreciated until something goes wrong.
The AI Content Problem
There is a related quality control issue that has become increasingly visible over the past few years and that I feel strongly about.
AI-generated content is everywhere. On LinkedIn, in sales outreach, in client-facing communications. You can spot it almost immediately once you know what you are looking for. The cadence is slightly off. The vocabulary is technically correct but culturally flat. There is a generic quality to the reasoning that skilled readers recognise even if they cannot always name it.
At Outsold, I would be genuinely appalled if any staff member posted AI-generated content for us or for a client without significant human rewrite and peer review by another person. Not because AI is without use, it is a powerful tool used well. But because the output of an AI model, unpassed through an experienced human with genuine commercial judgment, is not the standard that a premium agency should be putting in front of clients or prospects.
AI is sending more emails, making more cold calls, dropping into more LinkedIn DM’s, and losing more deals.
The irony is that even at Amazon’s scale, the quality control challenge of AI-generated content is significant enough that they built an entire AI system called Catalog AI specifically to detect and block unreliable AI-generated data before it reaches customers. Amazon’s solution to AI quality problems is more AI, specifically a different AI trained to review the output of the first one. That is an interesting and technically sophisticated approach to the problem.
For most businesses, and certainly for anyone in sales, the more practical solution is a human who has enough context, enough commercial experience, and enough invested in the outcome to actually care whether the communication lands correctly.
Who Is Most Exposed
Sales teams are uniquely exposed to quality control failures because the vast majority of what they produce is outward facing from the moment it exists. The email is already in someone’s inbox. The proposal is already being read. The LinkedIn post is already live. Unlike internal processes that can be caught before they reach a client, sales communication is often in the public domain before anyone has had the chance to review it.
Senior leadership operates in a similar environment. Everything a CEO says in a media context, in a client meeting, or in a public forum carries reputational weight and can be quoted, shared, or held up as evidence of a position the company has taken.
But for most of the organisation, communication is internal until it has been reviewed. For sales, it is external first. That distinction should create a much higher standard of quality control than most sales operations actually apply.
What Good Quality Control Looks Like in Sales
It starts with documentation discipline. The habit of confirming verbal agreements in writing, promptly and clearly, without leaving room for different interpretations to develop. Not because clients are adversaries, but because memory is unreliable and circumstances change.
It extends to anything client-facing being reviewed before it goes out wherever the cadence of the work allows for it. Proposals, presentations, significant email threads. A second set of eyes catches things that the person closest to the work cannot see.
And for AI-assisted content, it means treating the AI output as a first draft, not a finished product. Rewrite it. Have someone else read it. Make sure the voice is right, the claims are accurate, and the precision is at the standard that your client deserves and that the legal record of your communication requires.
The interaction that prompted this piece cost me nothing I cannot recover. But it was a useful reminder that the standard of communication in sales is not just a brand consideration. It is a legal and commercial one, and it deserves to be treated as such.
For more on sales communication, process, and the disciplines that protect both the client relationship and the business, there is more at www.outsold.com.au/blogs.
