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From Code to Customer: A Techie's Marketing Journey

Updated
3 min read
From Code to Customer: A Techie's Marketing Journey
D
PhD in Computational Linguistics. I build the operating systems for responsible AI. Founder of First AI Movers, helping companies move from "experimentation" to "governance and scale." Writing about the intersection of code, policy (EU AI Act), and automation.

Quick Take: A software engineer's transformation from dismissing marketing as 'fluff' to recognizing it as a systematic discipline that amplifies innovation. Dr. Costa shares how bridging technical expertise with marketing strategy creates more impactful, customer-centric solutions.

From Code to Customer – A Techie's Marketing Journey

TL;DR: A software engineer's transformation from dismissing marketing to recognizing it as systematic discipline that amplifies innovation and creates customer-centric solutions.

Introduction

Dr. Costa opens with a personal reflection, noting how a marketing book on his office shelf—placed there by his wife—once seemed out of place among his technical volumes. He describes his former dismissal of marketing as superficial, believing excellent products would naturally find their audience without deliberate promotion strategies.

The Sceptical Engineer

Costa traces his initial resistance to marketing, rooted in his software and AI background. He viewed marketing as "a necessary evil at best," uncomfortable with industry terminology and skeptical of its value. While colleagues discussed customer acquisition, Costa remained focused on algorithms, convinced that genuine innovation happened through code rather than communication strategies. He even acknowledged playfully dismissing marketing colleagues, including his wife, as doing less "serious" work than engineers.

A Personal Catalyst

Two pivotal forces shifted Costa's perspective:

Personal influence: His wife's dinner conversations about campaign strategies and customer engagement gradually revealed marketing's systematic nature to him. He recognized it employed frameworks and analytical approaches comparable to his own engineering methodology.

Professional necessity: A new role required him to bridge technology with market strategy. Initially uncomfortable, Costa began shadowing marketing teams and identifying parallels between their disciplines—marketing funnels resembled user flowcharts, while A/B testing campaigns paralleled software feature testing.

Embracing the System

Costa approached marketing with engineer-like discipline, mapping it as a systems design problem:

  • Awareness: Initial customer discovery
  • Engagement: Interest cultivation through content
  • Conversion: Decision moments
  • Retention: Post-purchase loyalty loops

He began collaborating on landing page optimization, email workflows, and marketing automation. One notable contribution involved building scripts to predict customer churn, enabling proactive outreach—blending technical and marketing expertise.

Synergy of Marketing and Technology

This integration transformed Costa's innovation approach. He now considers audience and narrative from project inception, creating user personas alongside system diagrams. He references Peter Drucker's observation that "business has only two basic functions: marketing and innovation," acknowledging he'd previously focused exclusively on the latter.

Modern projects incorporate AI for personalized content and analytics for behavioral insights. Costa emphasizes that great ideas require effective storytelling, recognizing marketing as giving "soul" to technological work rather than superficial packaging.

Conclusion

Costa characterizes his journey as moving from skepticism toward respect and eventual synergy. He credits ongoing community conversations and collaborative learning for revealing his earlier biases, concluding that understanding human context proves as essential as algorithmic excellence.


Originally published at First AI Movers. Written by Dr Hernani Costa, Founder and CEO of First AI Movers.

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