Sustainability is no longer a team. It's becoming a skill
by
Emma Ylivainio

Last updated:
Sustainability professionals are among the most knowledgeable people in any organisation. The challenge is that the last decade trained them to build data collection processes and write reports, not to drive decisions.
This is not a story about sustainability teams failing. It's about a decade of regulatory pressure that pointed their skills in exactly the wrong direction.
CSRD, CSDDD, mandatory disclosure: the EU's ambition was real, and so was the response. Companies built teams, hired experts, and invested in the infrastructure to measure and report. Sustainability professionals became highly capable at one specific thing: producing structured, auditable documentation of what a company does.
Then the Omnibus package shifted the regulatory floor, and the rationale built on compliance obligation started to look fragile. The sustainability leaders we've spoken with describe the same moment: when the regulatory pressure eased, the internal conversation changed. Budgets that were justified on compliance grounds became very hard to defend.
The skill is escaping the team
What's actually happening is more structural than a budget cycle. Sustainability knowledge: how to read ESG data, how to benchmark a supplier, how to use climate commitments in a sales conversation, is being demanded by people who were never trained to know it. Sales executives fielding RFP questions. Procurement managers comparing suppliers. Leadership teams allocating capital.
The knowledge sits in a sustainability team. The decisions are being made somewhere else. That gap doesn't close through training. A leader can't demand that a salesperson to read a 200-page ESG report before a customer call. It closes through infrastructure that does the translation work: reads the reports, structures the signals, and puts the right insight in front of the right person at the right moment.
What the expertise is actually worth
Sustainability professionals understand something genuinely valuable: how to read climate commitments critically, how to assess whether a supplier's ESG claims hold up, how to connect environmental risk to commercial exposure. In a world where supply chain disruptions, energy costs, and customer expectations are all materially shaped by sustainability performance, it's increasingly decision-relevant.
The problem is that this knowledge has been largely absorbed into annual reporting cycles. A sustainability manager who could be stress-testing supplier resilience or arming a sales team for competitive conversations is instead reconciling data for a disclosure framework that may or may not apply in the future.
Meanwhile, the decisions keep happening without them. Sales executives respond to sustainability questions in customer meetings without backup. Procurement teams select suppliers without comparing their climate commitments. Leadership allocates capital without visibility into how sustainability performance maps to competitive position.
The skill needs to travel
Sustainability knowledge exists in the organisation, it just needs to be set free. The people who need it are in different teams, making decisions in real time, without the training or the tools to use it.
You can't close that gap through training alone. A sales executive can't become a sustainability analyst between meetings. What's needed is infrastructure that does the translation: reads the 200-page ESG report, structures the signals, benchmarks one company against another, and surfaces the right insight for the right person at the right moment, in language that doesn't require a specialist to interpret.
That's what we're building at PlanetAI. Not a replacement for sustainability expertise, but a way to make it travel further. So the knowledge that's been locked in compliance processes can finally reach the conversations where it changes outcomes and creates true impact. The sustainability expert becomes a strategic asset rather than a reporting function. And sustainability earns its place on business terms, which turns out to be the only durable terms there are.
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What are the technologies behind PlanetAI?
PlanetAI combines AI, data engineering, and automation to turn scattered sustainability information into clear, actionable insights. AI Engine: Reads, interprets, and compares sustainability reports, news, and websites using advanced language models and our own custom-built classifiers Multi-Agent System: Specialized AI agents (for ESG topics, CSRD, and quality assurance) work together to deliver precise, structured insights. Secure Cloud Infrastructure: Enterprise-grade security, GDPR-compliant, and built to scale. Interactive Dashboards: Explore ESG actions, goals, comparisons, and trends in real time. In short, PlanetAI is a full sustainability intelligence engine, combining generative AI with validated ESG data on a secure, scalable platform.




