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Engineering for Relational Intelligence: Inside the Mycelium of Sumbios

The technical vision, the roadmap, and the beautiful future Max and Paolo are building toward.


This is the companion piece to my public post Meet Sumbios, An Operating System for Human Networks. If you haven’t read that yet, it covers the demo walkthrough and the core of what Sumbios 0 can do right now. Here, I’m going deeper into the architecture, the philosophy, and the future.


Five Brains & A Mycelium Blanket

“No matter what we do as human beings in our work or in our life, it breaks down to very simple things. Who do I need to talk to next? What do I need to communicate? What’s the next action? That’s literally all it is. The issue is we have all the information scattered everywhere,” Paolo explained, using a four-dimensional multi-colored toy as visual aid.

“I like to think of it like you have all these different components — your communication, your networks, whatever it may be... And right now, they’re divided. We don’t want you to stop using the technologies that you love to use. What we’re doing is putting a blanket on top, like a mycelium, that you would be able to bring, and it will adapt and adjust and start to collect all the information and make it interconnected.”

A mycelium blanket gently draped over my digital tools... mixed metaphors, perhaps, but it makes me feel warm and fuzzy in an asleep-on-the-forest-floor kinda way. The system isn’t trying to replace the tools that I’m used to — it’s connecting them, sending them signals, helping the ecosystem function as a coherent whole. These are the layers of the architecture:

The Connector Brain — This is the integration layer — email, LinkedIn, calendar, CRM, wherever your relational data lives.

The Support Brain — Once the data is connected, can the system proactively surface signals that matter? “Hey, we realize that you communicated with this person last week and you haven’t reached out again. Here’s some recommendations on what to reach out based on your previous conversations and your goals.” It has context about your memory and your missions, so the nudges are relevant rather than generic.

The Coordination Brain — How do you take all this information and put it into action? This is where Missions live. “We need to understand what is you or your team are looking to achieve today,” while being adaptable, “because these things change over time.”

The Action Brain — This is the outbound execution layer. Even if I know who to talk to and what to say, I still need to actually do it — broadcast a message, post on LinkedIn, send an email.

The Collective Intelligence Brain — This is where the mycelial magic happens... “How do I take my knowledge, my information, and combine it so that it’s two people, three or four coming together for collective intelligence? Because that’s what doesn’t exist right now. Everything has been built around the individual. We still don’t have those mechanisms for collective intelligence to emerge.”

“That last layer is the North Star, everything else is infrastructure to get there,” Paolo said.

The Roadmap: What’s Next

I asked Max and Paolo what the next six months look like. Max started with something I wasn’t expecting, but was happy to hear that he was thinking this way — before any technical roadmap, they’re bringing the entire team together for a week-long retreat.

“It’s exactly that alignment that needs to happen first,” he said. “The moment Paolo and I moved together in the apartment, we lived together, we eat together, we breathe together, we do everything together. We just build. He’s on the product and vision side. I’m on the go-to-market and sales side. And we just complement each other beautifully. So we know this is supercharging everything.”

After the alignment retreat, Paolo outlined three priorities:

First, the integration layer — building out the MCP connections and API gateway so Sumbios can communicate with all the platforms people already use for networking, communication and news. This is the connector brain infrastructure.

Second, agentic capabilities — building personalized AI agents that are dynamic and modular. “People need to come here and say, hey, these are the tools that I have, I already have an agent. Can I bring it and connect it with the Sumbios agents to help me do my work? Absolutely.”

Third, and most long-term, the collective intelligence layer — partnering with enterprise use cases or ecosystems to co-build the mechanisms for collective network intelligence.

Max added the practical specifics: connecting to email and LinkedIn messages, CRM integrations, a mobile app with voice-based note-taking for reflections on the go, and building out the meeting and conversation memory so that shared context (like our conversation) automatically flows into the platform.

“All these things will flow into the platform within the next one or two years,” Max said.

FutureCasting

I asked them to imagine two or three years out. Their answers revealed a lot about what drives them.

Max went first, his heart clearly opening up with the thought experiment: “My personal vision that gives me so much energy is that moment when I imagine myself being at a fundraising event of a regenerative NGO, and we help that NGO to be connected to those people who really are engaged and want to fundraise that particular project of regeneration. Bringing those people together and regenerating our world. That is my ultimate ‘let’s go.’”

He continued: “We see money as a resource in order to reinvest it. Our last shirt won’t have any pockets. So it won’t even matter. The thing we’re here to do is provide a regenerative future for our children, the generations after. So let’s just do something that is of value to them and to us.”

It’s worth understanding that Max isn’t just a CRO with a sales deck. During his bachelor’s degree, he went to Bali and installed low-tech waste management facilities with a local engineer. They mapped out the entire system, built a replicable template, and Max took that template to another community in the mountains of Baturiti where they scaled the design and built a larger working facility. That project became a success story that led to twenty-two waste management facilities spreading across Bali.

Paolo’s vision was more intimate, more human: “I think it’s getting to that point where people truly understand what symbiosis means — that feeling of I’m connected, I’m supported, I’m part of something bigger than myself, and I get to contribute to it.” The word sumbios comes from the Greek for “living together” — syn (with) plus bios (life). It’s the root of symbiosis, and it names what Paolo is reaching for: not just individual empowerment, but the felt experience of being woven into something alive.

Then he painted a picture: “If someone comes and says to me, ‘You know, I was so lost. I didn’t know that I was connected with people, and through Sumbios, I was able to find my next job. And then there I met my husband, and now I have five children, and I feel like I’m connected to life because it gave me hope. It helped me take away all the noise and just get back to what’s important to me. And it helped me reestablish those bonds.’ Then I know we’ve done a great job.”

That’s not just a product roadmap, it’s a vision for what technology in service of life actually looks like.

What They Need: How to Support Sumbios

Max and Paolo are currently in an angel fundraising round, but they’re not just looking for capital.

“We’re really looking for those angels — literally — those builders that see, okay, yes, this needs to be built,” Max said. “We want to support on product, marketing, go-to-market, sales, infrastructure — anything where they’re like, I could contribute to this beyond just financial investment. And those who have a big network and see the value of that network.”

I’d asked them to be specific and clear about what kind of investors they want to call in (precision is key in manifestation magic) and Paolo added that they’re looking for “...those that are visionary enough to see that a new way forward is needed for the future. Those that deeply care about the implications that technology is going to have in our lives and that understand that businesses need to be restructured in order to be of service of life... And a lot of heart.”

On the product side, the beta is currently targeting 20 to 50 early-stage users “so that we can solidify the use case and reliability and then expand,” Paolo explained. “It’s so new that we really want to make sure that when people come in, they have a good experience. That would also allow us to have more one-on-one conversations where we want people to bring their ideas and feel like they’re building it with us. Because ultimately that’s what we believe in... Build it for people, with people, for life.”

Regeneration and Stewardship: The Values Layer

Near the end of our conversation, Paolo brought up the company’s commitment to future generations: “At Sumbios, regeneration and stewardship is one of our core values,” he said. “We can build this powerful technology. Now what? What do we do with it? How do we start to serve? How do we start to make sure that people have access to it? How do we make sure that we start to regenerate ecosystems from it?”

He described a vision where the exchange of value flowing through the platform feeds back into ecosystems, a vision still in the future, but one that resonates with what we’re all building towards. It’s Max and Paolo’s orientation towards serving the flourishing future of life that made me feel like Sumbios belongs in the Wiznerd Network. It’s not just a better, smarter, more powerful way to use LinkedIn. It’s a tool being built by people who genuinely believe that the way we coordinate our relationships shapes the world we create — and who are designing accordingly.


Want to explore Sumbios yourself? Visit sumbios.ai or connect directly with Max to schedule a demo of the beta. They’re currently onboarding early users and actively building with them.

If you resonate with what Max and Paolo are building and want to support — whether as an angel investor, a builder, a beta tester or a network weaver who could help spread the word — reach out at welcome@sumbios.ai.

And if you’re someone who works with networks and relationships — a community builder, ecosystem weaver, investor relations manager, or connector of any kind — I’d love to hear how the tools you use today fall short and what you’d want from an “operating system for human networks.” Drop your thoughts in the comments.


About this post: This is based on a February 2026 demo and conversation with Paolo Nardi Fernandez and Maximilian Pangerl. Sumbios is in active development and features may have evolved since this writing. All views are my own based on my understanding of the platform and the needs I see in regenerative communities.

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