PATTERN

Our founder Rowan Schaaf on Trust is the Product: There are two ways an AI deployment goes unnoticed by customers. The first is because the quality was there — gates calibrated to what a knowledgeable person would actually send, edge cases routed appropriately, the system learning from corrections. The second is because the error wasn't bad enough to surface yet. Most governance gaps sit in not knowing which of those two you're in. Read the full article: https://lnkd.in/ebh8-97V

Every manual step between writing and publishing compounds across a content programme. We built a pipeline that handles the Sanity upload, Portable Text conversion, social scheduling, and status tracking automatically. Here is what it looks like and where it breaks. https://lnkd.in/efq835g9

The AI Basecamp landing page is 60 words. What runs behind it is considerably more. Here is the automated chain from form submit to qualified contact — what each step does and where it breaks. https://lnkd.in/ecAGc-Ra

There's a layer of work in every business that nobody owns: the moving, reconciling, and routing between platforms. Spreadsheets, copy-paste, "I'll fix it when I have time." Last week we wrote about why that layer is the bottleneck. Today we're publishing what we built to absorb it inside our own stack — twenty-two workflows, nine tools, around two hundred dollars a month. Architecture poster + workflow inventory in the post. Read the teardown ↓ https://lnkd.in/eBhW_BTs

A useful test of whether a studio has done AI-native work: read what they shipped. We've published our lead-scoring workflow — the n8n graph, the system prompt, three sample payloads, and the cost per score. Sixteen nodes. About 0.7 cents per call. If you're scoping AI work into your stack, this is what one operational example actually looks like in production. Read the teardown ↓ https://lnkd.in/esBywD_7

Executive Director Rowan Schaaf on The Cognitive Work Between Your Platforms is the Real Bottleneck: Most businesses we talk to are using eight to fifteen software tools to run their day. Ask how many of those tools talk to each other without a human in the middle, and the number drops considerably. The gap between those two numbers is a category of work nobody accounts for — it's the cognitive work between platforms. Read the full article: https://lnkd.in/eNzDeEFu

Our founder Rowan Schaaf on What a Marketing Department Actually Costs — and Why That Number is About to Matter Less: Here's a number most SME founders know but rarely calculate properly. A basic marketing function — one coordinator, a part-time SDR, and the tools they need — costs $120,000 to $160,000 per year in New Zealand. That's salary, KiwiSaver, ACC, tooling, recruitment, management overhead, and ramp time. For most SMEs, that number doesn't stack up against the expected output. So they go without. Post on LinkedIn when they remember. Run the occasional campaign. Hope word-of-mouth carries them. Read the full article: https://lnkd.in/edA7fn8Y

Our co-founder Rowan Schaaf on What Happened When We Embedded AI Across Our Entire Delivery Process: A year ago we decided to embed AI across Pattern's entire delivery process. Not as a tool on the side — as a collaborator in the work itself. Here's the honest version of what happened. First, nothing. We gave people access to AI tools and waited for the productivity gains. They didn't come — not in any meaningful way. Read the full article: https://lnkd.in/ePBf2JqR

Our director Rowan Schaaf on why AI Without Governance is Just Faster Mistakes: The AI conversation is almost entirely about capability right now. What can it do? How fast? Can it write this, analyse that? The answer is increasingly yes. And that's exactly why the more important question is being missed: Who's checking? Read the full article: https://lnkd.in/egaYWjp6

Our founder Rowan Schaaf on Every Mid-Market Company in New Zealand Runs the Same Stack. That's the Problem.: Here's something I keep coming back to. A mid-market company in Auckland runs the same CRM, the same marketing platform, the same support desk, and the same accounting system as its competitor down the road. And its competitor in Christchurch. And one in Austin, Texas. The stack is identical. The processes are identical. The org chart is nearly identical. Read the full article: https://lnkd.in/eZ-_qc_y