Building a System Before Deploying AI Agents

Thinking a lot about this topic as I write part 2 in my "multiplayer AI" newsletters series. Specifically, what must "the system", "foundation", or "context layer" for marketing teams have to be agent-ready?

Somewhere along the way, “freedom” in business became checking five tabs before breakfast. Did the lead receive the email? Did the payment trigger the welcome sequence? Did the team see the update? Did the client get access? Did someone actually follow up? Nothing is completely broken. And that is exactly why businesses can operate like this for months. The backend works just enough to keep things moving, but still requires the founder to monitor, remember, check, and connect the pieces. That constant low-level supervision adds up. It creates more mental load. More manual checking. More founder dependency. And less confidence that the business will keep moving without someone watching every step. A well-designed backend should do more than technically function. It should give you visibility. Give your team clarity. Carry the repeatable parts of the process. And reduce the number of things that need your attention simply to make sure they happened. If your backend keeps tapping you on the shoulder throughout the day, that is usually a sign there is something worth refining. If this feels a little too familiar, send us a message. We can help you identify what can come off your plate first. #BusinessSystems #BusinessOperations #FounderFreedom #BackendSystems #ProcessAutomation #SustainableGrowth

Somewhere along the way, “freedom” in business became checking five tabs before breakfast. Did the lead receive the email? Did the payment trigger the welcome sequence? Did the team see the update? Did the client get access? Did someone actually follow up? Nothing is completely broken. And that is exactly why businesses can operate like this for months. The backend works just enough to keep things moving, but still requires the founder to monitor, remember, check, and connect the pieces. That constant low-level supervision adds up. It creates more mental load. More manual checking. More founder dependency. And less confidence that the business will keep moving without someone watching every step. A well-designed backend should do more than technically function. It should give you visibility. Give your team clarity. Carry the repeatable parts of the process. And reduce the number of things that need your attention simply to make sure they happened. If your backend keeps tapping you on the shoulder throughout the day, that is usually a sign there is something worth refining. If this feels a little too familiar, send us a message. We can help you identify what can come off your plate first. #BusinessSystems #BusinessOperations #FounderFreedom #BackendSystems #ProcessAutomation #SustainableGrowth

We didn't start by building software. We started by watching the same problem happen, in company after company. A CEO walks into a board meeting confident about the numbers. Ten minutes in, the CFO's version doesn't match the CRO's version, and the CEO is the one left explaining the gap in real time, in front of the people deciding whether the company is on track. It was never a talent problem. Every leader we watched go through this was capable. The problem was that the truth about revenue was scattered across a CRM, a spreadsheet, an ad platform, and a handful of Slack threads and nothing had been built to bring it together into one view. So we built Atlas: one place that shows what's driving revenue, where it's at risk, and what needs attention built for the people who run the company, not the systems built for the people who log the data into it. That's the problem we set out to solve. It's still the only one we're solving. Atlas Revenue is not just software. This is how modern companies operate.

Too many tools. Not enough clarity. Before you add another platform to your stack, pause and review what’s already there. A crowded tech stack usually creates three problems: - duplicate work - confused ownership - higher costs without better outcomes The real issue is rarely the tool itself. It’s whether the tool fits the way your business actually runs. We see this often with leaders who are trying to solve a process problem by buying software. That usually adds another login, another workflow, and another thing your team has to remember. A better review starts with a few simple questions: - What business problem are we solving? - Who will use this every day? - What will it replace? - What happens if we do nothing? - Does this support growth, or just add complexity? If the answer is unclear, the tool is probably too. One of the fastest ways to improve operations is to simplify before you expand. That might mean streamlining a roadmap, reworking a process, or aligning technology with leadership priorities before making the next purchase. That’s where strategy matters. When technology, marketing, and operations are connected, leaders make better decisions and waste less time forcing disconnected tools to work together. A strong stack is not the one with the most features. It’s the one your team can actually use well. Review first. Add later. If you want help pressure-testing your stack, book a zoom. Book a zoom to learn more https://nineone.ca/contact #ITStrategy #digitalmarketing #BusinessCoaching #businessadvisory #AIAdvisory #DigitalProducts

Most businesses don't fail at building software because of bad ideas. They fail because of bad agency experiences. Endless revision cycles. Vague timelines. Developers who disappear the moment invoices go out. If you've worked with a software agency before, you already know the pattern — and you're tired of it. No tech headaches. No endless revisions. Just results. That's not a slogan we put on a poster. It's the operating standard we hold ourselves to on every engagement, for every client — from early-stage founders to established businesses scaling their digital operations. Here's what that actually looks like in practice: → Clear scope and timelines, agreed before a line of code is written → Direct access to the people building your product, not a rotating account manager → Delivery measured in shipped features, not billable hours If you're a founder or business leader evaluating software partners for your next build, the question isn't "who's cheapest." It's "who will actually deliver." Let's talk about your project. Comment below or send us a message to book a discovery call. #SoftwareDevelopment #StartupFounders #BusinessOwners #DigitalTransformation #ExeterBusiness #DevonBusiness #TechPartner #AitchTech

Why do you want to grow your business? This was the subject of multiple discussions I've had with Adil Nasri during the last month. The question never touches personal finance - it's strictly about the company. ❓What portion of the market do we aim to serve best? ❓What change or impact do we want to make for these people? ❓What will we do with the additional revenue once it arrives? Because most companies (especially in tech) have 'more $$$ for the founders or shareholders' as the only reason to exist and motivation to grow. Understandable as capitalism, but not enough to add actual value to someone's life. In my opinion, this is one of the biggest reasons for the current business identity crisis with so many identical 'streamline workflows' and 'increase productivity' claims. We can't position a brand or a product out of thin air. There's no copywriting trick that will compensate for a lack of substance. Two things should meet to create genuine meaning: 🔵 a diagnosis of the current and future market, 🔵 and a unique vision of how we fill in the gaps. The intersection creates a real mission the company can carry on for years. When done right, it provides clear direction and guides so many decisions across building new products, improving current ones, and making further investments throughout the company. It gives us an authentic point of view to unite the team around and have a say in public discussions. So, what's the mission of Caelor - Atlassian Apps? We'll show it very soon 😎

Whose Interests Are Baked Into Your Business Technology? We constantly grab the newest, fastest, or cheapest software without a second thought. It solves an immediate problem, so we plug it straight into our daily operations. But we rarely pause to consider what incentives are quietly baked into that platform. Technology doesn’t exist in a vacuum. It carries the priorities, biases, and financial motives of the people who created and funded it. If the underlying agenda of your software stack doesn't align with the best interests of your clients, you are operating with a massive blind spot. The tools you choose ultimately dictate the experience your customers receive. Want to see the full breakdown? Check our full video: https://lnkd.in/gcMTY7cP #techstrategy #businesstools #AIawareness #intentionalbusiness #marketingtech #smartbusiness #businessdecisions #techforBusiness #marketingtools #digitalstrategy #businessintelligence #toolstack #entrepreneurialmindset #businessclarity #platformstrategy #techevaluation #businessautonomy #smarttools #strategicthinking #nextleveldigital

The most expensive part of your tools isn't the subscription. It's the gap between buying them and making them work. A startup just raised $20 million to do what most companies skip - implementation. Not better tools. Not fancier features. Just the unglamorous work of making tools function inside a real business with messy data, undocumented workflows, and people who resist change. That raise should be a wake-up call. The market is telling you that implementation is now a standalone business worth millions. Because companies keep buying tools and then hoping someone else will make them work. Nobody does. The tools sit. The licenses renew. The results never come. You don't have a tool problem. You have an ownership problem. Someone chose the tool. Someone approved the budget. But nobody was assigned to make it work. That's not a technology gap - it's a management gap. And it's costing you more than any subscription ever will. The 5-Step Implementation Sprint: 1) Map the actual workflow - with every messy exception documented 2) Clean the data - one source of truth, no contradictions 3) Assign one owner - a name, not a department 4) Define the first outcome - what changes in week one 5) Review at 90 days - prove value or stop paying I worked with a company spending $15k a month on tools that produced nothing. We ran the sprint. Found 3 broken handoffs. Found 4 conflicting data sources. Found zero assigned owners. Fixed all three in 4 weeks. Same tools. Same budget. Different result. The tools didn't change. The ownership did. The gap between purchased and working is where most companies lose. Not in the demo. Not in the pricing. In the implementation. Close that gap and your tools start earning their keep. Leave it open and you're just renting shelf space. Find out if your tools are working or just sitting. Free Assessment at https://lnkd.in/g5QjKUCX Building Capacity. Creating Value. | AlwaysCPS.com #BusinessStrategy #ImplementationStrategy #OperationalExcellence #BusinessSystems #WorkflowDesign #ProcessImprovement #BusinessOperations #ROI

Here's a question that's been on my mind lately: Which parts of your business are important enough to actually *own*? Most companies I talk to are stuck in a false choice. Either you keep piling on SaaS subscriptions until your workflows are shaped entirely by someone else's software... or you try to rebuild everything from scratch (which nobody should do). Neither path is realistic. You're never going to rebuild LinkedIn, SendGrid, or Google Calendar. And you shouldn't. Those tools solve shared, standardized problems with mature infrastructure behind them. Keep them. But here's the part that gets missed 👇 There's a difference between *infrastructure you subscribe to* and *operating logic you should control*. The layer that tells you what matters today, where your risks are, which clients need attention, what your financial signals mean, when a vendor has quietly become a liability — that's your business judgment. And that's too important to outsource completely. For years, building that "thinking layer" meant big teams, long timelines, and huge cost. So we accepted generic dashboards and rigid workflows. AI has changed that equation dramatically. Owning your operating layer is finally realistic. So I'm genuinely curious how you're thinking about this: Where's the line for you? 🤔 Which tools do you happily rent — and which parts of your operation would you never hand over to a vendor's roadmap? Drop your take in the comments. I'd love to hear where different industries draw that line. https://lnkd.in/eQcMdZau