LiminalData's profile picture. #AI-Powered #ESG Insights and #DataManagement

Faster Time to Insights. Trusted Results.

🌐 http://www.liminalimpact.com

Liminal Data

@LiminalData

#AI-Powered #ESG Insights and #DataManagement Faster Time to Insights. Trusted Results. 🌐 http://www.liminalimpact.com

Manual ESG reporting costs time, money, and accuracy. Spreadsheets and siloed tools create errors, delays, and missed opportunities. Without linking sustainability data to financial results, leaders can’t see ROI. SBI changes that. More info: 🌐 liminalimpact.com

LiminalData's tweet image. Manual ESG reporting costs time, money, and accuracy. Spreadsheets and siloed tools create errors, delays, and missed opportunities. Without linking sustainability data to financial results, leaders can’t see ROI. SBI changes that. 

More info: 🌐 liminalimpact.com

Fun fact: SBI isn’t just about producing ESG reports. Compliance means you’ve gathered the required data. SBI takes the next step: using that data to guide strategy, cut costs, manage risk, and uncover opportunities others overlook.


In 2025, ESG reporting has moved from optional to essential. Regulations demand it, investors expect it, and companies rely on it to manage risk, improve supply chains, and build resilience. With SBI, reporting evolves into strategy. Learn how: liminalimpact.com

LiminalData's tweet image. In 2025, ESG reporting has moved from optional to essential. Regulations demand it, investors expect it, and companies rely on it to manage risk, improve supply chains, and build resilience. With SBI, reporting evolves into strategy. Learn how: liminalimpact.com

SBI is changing how investors compete. By linking ESG data to risk management, transparency, and long-term value creation, private equity and portfolio companies can cut costs, avoid penalties, win more deals, and unlock new growth, all while aligning profit with impact.

LiminalData's tweet image. SBI is changing how investors compete. By linking ESG data to risk management, transparency, and long-term value creation, private equity and portfolio companies can cut costs, avoid penalties, win more deals, and unlock new growth, all while aligning profit with impact.

ESG reporting is evolving. Companies are expected to show not just how risks affect them, but how their actions affect people and the planet. With supply chains in focus and demand for timely data rising, SBI turns reporting into real strategy.

LiminalData's tweet image. ESG reporting is evolving. Companies are expected to show not just how risks affect them, but how their actions affect people and the planet. With supply chains in focus and demand for timely data rising, SBI turns reporting into real strategy.

Moody’s forecasts nearly the same level of sustainable bond issuance in 2025 as in 2024, despite political headwinds. As long as businesses continue to bet on sustainability’s lasting financial worth, that means SBI still matters.

LiminalData's tweet image. Moody’s forecasts nearly the same level of sustainable bond issuance in 2025 as in 2024, despite political headwinds. As long as businesses continue to bet on sustainability’s lasting financial worth, that means SBI still matters.

AI can transform ESG, but only if you use it the right way. In Notes from the Field with the ESG Show, we share how Liminal uses AI to protect privacy, reduce complexity, and deliver ESG-ready insights. 🎥 Watch → linkedin.com/events/7351302… #ESG #AIforESG #LiminalImpact


Fragmented ESG data means slower reporting, blind spots, and missed opportunities. Sustainable Business Intelligence (SBI) unifies data for faster decisions, clearer compliance, and stronger results. More info: 🌐 liminalimpact.com #ESG #SBI #DataDriven

LiminalData's tweet image. Fragmented ESG data means slower reporting, blind spots, and missed opportunities.
  
Sustainable Business Intelligence (SBI) unifies data for faster decisions, clearer compliance, and stronger results.
  
More info: 🌐 liminalimpact.com 
  
#ESG #SBI #DataDriven

EU ESG rules are changing in 2025. ✅ Narrower CSRD scope ✅ Delays to CSRD & CSDDD timelines ✅ Reduced EU Taxonomy reporting ✅ Adjusted CBAM thresholds The constant: high-quality ESG data still drives performance. (Sustainability Magazine) #ESG #CSRD #CSDDD


AI could push U.S. data center power use to 8 percent by 2030 (Black & Veatch). Sustainable Business Intelligence can guide AI growth that cuts environmental impact without sacrificing performance. #ESG #AIforESG #SustainableBusiness

LiminalData's tweet image. AI could push U.S. data center power use to 8 percent by 2030 (Black & Veatch).

Sustainable Business Intelligence can guide AI growth that cuts environmental impact without sacrificing performance.

#ESG #AIforESG #SustainableBusiness

📈 Efficiency is about doing more in a smarter way. ESG insights help companies cut costs, streamline operations, and boost ROI. The leaders aren’t just measuring impact. They’re profiting from it. #ESG #ROI #SustainableBusiness #DataDriven

LiminalData's tweet image. 📈 Efficiency is about doing more in a smarter way. 
  
ESG insights help companies cut costs, streamline operations, and boost ROI.
  
The leaders aren’t just measuring impact. They’re profiting from it.
  
#ESG #ROI #SustainableBusiness #DataDriven

ESG leaders treat compliance as the starting line, not the end goal. Meeting ESG requirements proves you can report. Using that same data to guide strategy proves you can lead. #ESG #SustainableBusiness #AIforESG #DataDriven

LiminalData's tweet image. ESG leaders treat compliance as the starting line, not the end goal. 
 
Meeting ESG requirements proves you can report. Using that same data to guide strategy proves you can lead.
  
#ESG #SustainableBusiness #AIforESG #DataDriven

ESG can feel insurmountable - politics, shifting regulations, and complex challenges. Our first Notes from the Field with the ESG Show dives into how to stay agile and chip away at ESG goals over time. 🎥 Watch → linkedin.com/events/7351302… #ESG #SBI #LiminalImpact


Nearly 90 percent of S&P 500 companies publish sustainability reports, according to IRIS Business. But publishing doesn’t mean outperforming. Sustainable Business Intelligence (SBI) helps companies turn reports into results. See how: 🌐 liminalimpact.com

LiminalData's tweet image. Nearly 90 percent of S&P 500 companies publish sustainability reports, according to IRIS Business.
  
But publishing doesn’t mean outperforming.
  
Sustainable Business Intelligence (SBI) helps companies turn reports into results. 
  
See how: 🌐 liminalimpact.com

We hear it all the time. “Our #ESGdata exists, but it’s scattered and stuck in spreadsheets.” 💡 At Liminal, we help teams turn #ESG from a reporting task to a strategic tool with AI-powered #SBI. What’s your biggest ESG challenge right now? 👇🏼 or ✉.

LiminalData's tweet image. We hear it all the time. “Our #ESGdata exists, but it’s scattered and stuck in spreadsheets.” 💡 
  
At Liminal, we help teams turn #ESG from a reporting task to a strategic tool with AI-powered #SBI.
  
What’s your biggest ESG challenge right now? 👇🏼 or ✉.

🌾 #Agriculture is evolving - and data is at the root. Liminal helps agri-businesses track emissions, improve soil health & ensure supply chain transparency with sustainability intelligence. 🔗 liminalimpact.com/solution-pages…

LiminalData's tweet image. 🌾 #Agriculture is evolving - and data is at the root.
  
Liminal helps agri-businesses track emissions, improve soil health & ensure supply chain transparency with sustainability intelligence.
  
🔗 liminalimpact.com/solution-pages…

As ESG expectations grow, a clear divide is emerging: companies that see ESG as a checkbox vs. a competitive edge. Leaders like BMW & Unilever are using real-time ESG data to cut risk, boost performance & drive ROI. See how 🔗 liminalimpact.com


🌍 Still tracking ESG in spreadsheets? You’re falling behind. Don Kasper explains in @UniteAI why AI-powered sustainability intel is the new edge - not just a compliance checkbox. 🔗 unite.ai/from-complianc… #ESGReporting #SBI

LiminalData's tweet image. 🌍 Still tracking ESG in spreadsheets? You’re falling behind. 

Don Kasper explains in @UniteAI why AI-powered sustainability intel is the new edge - not just a compliance checkbox.
  
🔗 unite.ai/from-complianc…
  
#ESGReporting #SBI

📊 #ESG reporting = compliance 🔍 #SBI = strategy At Liminal, we turn ESG data into real-time insights that drive performance - not just reports. Don't aim for compliance — aim for leadership 💡 Future-proof your strategy 👉🏼 liminalimpact.com

LiminalData's tweet image. 📊 #ESG reporting = compliance
🔍 #SBI = strategy
  
At Liminal, we turn ESG data into real-time insights that drive performance - not just reports.

Don't aim for compliance — aim for leadership
  
💡 Future-proof your strategy 👉🏼 liminalimpact.com

#ESG pressure is rising - but reporting alone isn’t enough. 📊 With #SBI, companies use ESG data to drive strategy by allowing teams to: ✅ Spot risk early ✅ Benchmark in real time ✅ Act with insight Ready to move from spreadsheet to strategy? 🌐 liminalimpact.com

LiminalData's tweet image. #ESG pressure is rising - but reporting alone isn’t enough. 📊
  
With #SBI, companies use ESG data to drive strategy by allowing teams to: 

✅ Spot risk early
✅ Benchmark in real time
✅ Act with insight
  
Ready to move from spreadsheet to strategy? 🌐 liminalimpact.com

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