1/ We already have plenty of green building certifications. So why don’t they stick? 🤔 Because they end up being expensive, wrapped in bureaucracy, and full of transparency gaps. That’s why we’re not joining the old system. We’re rewriting it from the ground up. 💪 Let’s decode from the very foundation🧵

🚀 Announcing Speckle2Graph! Turn Your BIM Models into Knowledge Graphs with Just a Few Lines of Code! We’re excited to share Speckle2Graph, a Python library that makes it super easy to build pipelines from Speckle to a graph database like Neo4j, in only a few lines of code! 🤯 Whether you’re exploring semantic model representations, enabling AI agents with richer context, or building advanced query and analytics pipelines, this tool streamlines the path from BIM data into powerful graph-driven workflows. 📌 Why Speckle2Graph matters: • Converts BIM models from Speckle to graph databases while preserving relationships and hierarchies. • Enables knowledge-centric applications and semantic querying. • Designed for extensibility with custom ontologies. • Ideal foundation for AI-driven workflows and deeper model understanding. 💡 Whether you’re doing research, building digital twins, or advancing BIM interoperability, this repository helps bridge the gap between AEC datasets and graph-powered intelligence. 🔗 Check it out here 👉github.com/regenbuild/Speckl… Huge credit to our lead researcher and developer - Arsenii Kirillov for his incredible effort in seeing this project through 👏 Would love to hear how you’d use it and feedback on what capabilities you'd like us to add next ! #Speckle #GraphDatabase #Neo4j #BIM #KnowledgeGraph #AEC #OpenSource

Most projects start with an idea! Sketched out, then pushed into the world. But regeneration changes that. ⛔️ It asks, "What’s already alive here?" And how can we help it unfold? Real change doesn’t start with blueprints. It starts with a field of caring. 🫂 ✅ Where people feel seen. ✅ Where differences spark creativity. ✅ Where purpose is shared- and co-creation becomes inevitable. Regeneration isn’t forced. It’s cultivated. 💚

GM to the carpenters reviving reclaimed wood with soul💚☀️

GM☀️ Did you know most of the global infrastructure isn’t resilient to climate shocks? ⚠️ Resilience is the architecture of survival.

We don’t just build structures. We shape the systems that shape us. In regeneration: ✅ A builder becomes a steward ✅ An architect, a revealer of potential ✅ A developer, a circulator of value At RegenBuild, this philosophy is becoming code. Our digital protocol translates regenerative principles into measurable, verifiable data flows, rewarding collaboration instead of competition. We’re not building projects anymore. We’re building possibilities.💚

GM 💚☀️ Urban sprawl eats 2 million acres of farmland each year. We’re trading food security for parking lots fr!

The problem isn’t that builders don’t care about sustainability. It’s that our economic system punishes them for trying. ROI still means “Return on Investment.” Fast. Extractive. Short-term.👎 But what if ROI meant Return on Impact? At RegenBuild, we’re tying profitability to planetary health: 🏢 Lower operating costs 🌱 Verified Impact Credits 🤝 Community value that compounds Because when we reward what regenerates, the market begins to heal itself. We’ve optimized for efficiency long enough. Now it’s time to optimize for evolution.🚀

GM to the innovators who build like nature- adaptive, circular, alive💚

We’ve been measuring the wrong things. Square footage! GDP! Efficiency! But none of these tells us if life is getting better. 🤔Do they show if cities heal ecosystems? 🤔If kids breathe clean air? 🤔If we’re leaving places worth inheriting? Protocols can help us redefine progress: 🌱 From speed → to stewardship 🌳 From carbon reduced → to biodiversity restored 🏘️ From outputs → to ongoing regeneration Because the metrics we choose shape the world we create. It’s time to measure what makes life thrive.

GM 💚 Did you know every ton of steel carries approximately 2 tons of embodied carbon? We’re literally building climate debt into our cities.

“We’re compliant" The most dangerous sentence in sustainability.🚨 Compliance means you met the minimum, not that you made a difference. The built environment doesn’t need more box-ticking. It needs protocols for evolution. We’re designing infrastructure that helps every project evolve in real time, turning compliance from a checkpoint into a feedback loop for innovation📈 Regeneration > Regulation

GM to the circular thinkers turning demolition into creation💚♻️

Most cities believe big plans = big change. But life doesn’t scale through master plans. It scales through nodes. ✅A farmers’ market. ✅A community park. ✅A rooftop garden. These are places where energy, culture & care meet. That’s where regeneration begins. Not in boardrooms, but where people gather. Build nodes, not objects, and system will heal on its own.♻️

GM ☀️ Did you know that 1 in 3 city dwellers lack access to green space? 😟 Regeneration begins where concrete meets care.💚

Most think decentralization is about control. It’s not. It’s about coordination. 💚 If nature ran on code, it wouldn’t be centralized. It’d be open-source: adaptive, self-healing, alive. That’s the logic we’re bringing to the built world. Regeneration doesn’t scale through authority. It scales through agency. Protocol > product Commons > commodity Networks > hierarchies

GM to the dreamers designing cities that breathe, not choke!

GM🌞 Did you know that cities consume 78% of the world’s energy and produce 74% of its CO₂ emissions?🤯 Urban regeneration is planetary regeneration.💚

Transactions? They’re done and gone. Relationships? They’re the roots of real change.💚 Treating people like “stakeholders” who sign off or complain at the end? That’s box-ticking, not systems change. Living systems run on a different vibe: the guild. 🤔 Here’s what that looks like: Diverse players co-invest across five capitals-Natural, Human, Social, Produced, Financial. ✅ Value flows in all directions, not just a straight-up swap. ✅ The project isn’t the hero-it’s a node in a bigger, breathing system. The payoff? Value that keeps growing way past the ribbon-cutting. Quit asking: Who’s gotta approve this? Start asking: Who’s down to co-create, and what capital are they bringing?💚

Affordable or sustainable housing? 🤔 That’s a false choice- and we’re done with it. The old narrative suggests that green buildings come with a hefty price tag. Wrong!! ⚠️ At @regenbuild, we’re changing the other way around and feeding two birds with one stone. Here’s how: ✅Passive design from day one, slashing costs before they spiral. ✅Climate-aligned forms- no need for pricey tech band-aids later. ✅Optimized operations- unlocking decades of savings for homeowners. You get: Affordable upfront costs, tiny energy bills for years. A built environment that restores ecosystems, not wrecks them.💚 Sustainability isn’t a luxury- it’s the smartest, most profitable way forward.🚀