The Content Engine
A P&G, Time Warner and Travelocity marketer turned agency founder and AI early adopter, now building a content model where scale never costs the craft.
"you definitely shouldn't be signing three-year deals with vendors"
Niall McKinney is Founding Partner of The Creative Engineers, a consultancy he launched with three other advertising and marketing veterans to help marketing teams produce more content without losing quality or brand. He also chairs the AI education company Edify, and is known for pairing classical production methods with an early, hands-on understanding of applied AI.
McKinney began in marketing at P&G, Time Warner and Travelocity before running a digital transformation agency called The Knowledge Engineers, which he sold in 2017 to a buyer he refers to as Evardo, and where he then worked. He describes his next move as accidentally working in AI before it was cool, joining the e-commerce AI startup Black Crow, which by his account raised money in 2021 and again in 2022 to capture intent using machine learning.
Across those roles McKinney kept meeting the same wall: media could target audiences granularly, but marketers never had enough content to match. He points to generative AI as the answer to a problem he had chased for 10 or 15 years, and with partners Helen, Chris and Morgan he founded The Creative Engineers, which launched the week of this interview and is, he says, already working with clients including Olwen, the National Lottery.
there's using AI, and then there's just being bloody lazy.
"a key challenge for marketers is getting enough content to reach the right people in the right place at the right time"
McKinney argues the media opportunity to target granularly has always existed, but marketers could never feed it with enough content purposed the right way. That gap, in his telling, is the real constraint on performance. The fix is a better content model, not more budget.
"It's absolutely not about mass production"
For McKinney, scaling output must never come at the expense of the work. A proud brand marketer in both B2C and B2B, he insists brand and creative guardrails travel with every increase in volume. The point of AI is to be more relevant and efficient while staying creatively proud of what ships.
"it may be it's more of a mindset than a, than a skill set"
McKinney contends the durable capabilities are critical thinking, iteration and persistence, not coding or computer science. He points to forward-deployed AI engineers with no traditional technical background who became expert users simply by working hard at it. The next generation, he suggests, needs a mental approach more than a fixed set of skills.
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