Neurosymbolic AI that finally makes sense
You know that feeling when something should be simple but isn't? That's how we felt about AI. Everyone's building these large, power-hungry systems that nobody can explain.
We asked ourselves: what if AI could be explainable, energy efficient, and actually useful through neurosymbolic reasoning instead of black-box predictions?
The difference
What makes Dweve fundamentally different
We get your frustration
You've probably felt it too. AI sounds impressive until you see the reality: sky-high costs, mysterious decisions, and systems that seem designed for Google, not your business.
We thought there had to be a better way. Something that actually works for real businesses, not just tech giants with unlimited budgets.
The problem is real
Too expensive for real businesses
Current AI is like hiring a genius who demands their own power plant. The hardware costs alone put it out of reach for most companies. You need expensive GPUs just to get started.
No one knows how it works
It's like having a brilliant employee who can never explain their reasoning. They give great answers, but when auditors ask 'why?', you're stuck. That's a GDPR compliance nightmare.
Environmental guilt
Every AI query uses as much energy as charging your phone. Scale that up to business use, and you're basically running a small power plant for AI.
Our innovation
Runs on regular computers
Forget expensive GPUs. Our discrete AI thinks in yes/no decisions instead of complex math. It's like the difference between rocket science and common sense. Any computer can handle common sense.
You can see how it thinks
Every answer comes with a step-by-step explanation. No more "trust me": you can see exactly which rules fired and why. Excellent for audits and GDPR compliance.
Environmentally friendly
By using simpler math, we use significantly less energy. It's like switching from a gas-guzzling truck to an electric bike for most trips.
The innovations
Here's what makes Dweve different at a fundamental level. Neurosymbolic AI brings together the best of neural networks and symbolic reasoning.
Neurosymbolic constraint reasoning
Remember the game 20 Questions? You narrow down possibilities with yes/no questions until you find the answer. Our neurosymbolic AI does this: neural networks learn patterns whilst symbolic constraints provide logical rules.
Think of it like having both intuition and logic working together: neural networks spot patterns, symbolic constraints enforce rules. Each part reinforces the other for intelligent, explainable behaviour.
Learning phase
The AI experiments with different yes/no questions to find the ones that give the best answers
Crystallisation
The best patterns become permanent rules, like writing them down in stone
Decision making
When making decisions, you can see the exact sequence of rules that led to the answer
456 specialists
Each expert knows one thing incredibly well: like having 456 PhDs on your team
Smart routing
Like having a smart receptionist who instantly knows which expert to connect you to
Efficient memory
All the knowledge of a huge model, but using only the memory you actually need
Dweve Loom: Neurosymbolic expert system
Picture having 456 neurosymbolic expert specialists on call, each combining neural learning with symbolic reasoning. Most questions need just 4-8 experts, but complex problems can call in the whole team.
It's like having a dream team where each expert uses both intuition and logic: neural networks for pattern recognition, symbolic constraints for explainable reasoning. No waste, just the right hybrid AI expert for each task.
7-stage processing
Like having a quality control team that checks every piece of information seven different ways
Knowledge governance
Ensures all information follows your rules and regulations automatically
Data lineage
Tracks where every piece of information came from and how it was used
Dweve Spindle architecture
Think of Spindle as the wise librarian who knows exactly where every piece of knowledge came from, whether it's trustworthy, and ensures it follows all the rules.
It's like having a quality control expert that automatically makes sure your AI systems are GDPR compliant, transparent, and trustworthy: without you having to worry about the details.
32 specialised agents
Like having a development team that never sleeps and learns from every project
No-code development
Build complex software by just describing what you want
Visual debugging
See exactly how your AI makes decisions, step by step
Dweve Aura architecture
Imagine having a development team that works 24/7, learns from every project, and can build complex software from just a description of what you want.
That's Aura. It handles everything from understanding requirements to writing code, testing, and deployment: all while learning and improving with each project.
Self-modifying networks
Imagine if your car could redesign its own engine while driving, but only within safe boundaries. That's what our networks do: they improve their own architecture in real-time.
But unlike science fiction, this happens within strict rules. The network can reorganize itself to be more efficient, but it can't break its safety constraints or become unpredictable.
Continuous learning
Gets better at tasks automatically, without manual retraining
Safety boundaries
Changes happen within strict rules: no runaway modifications or unpredictable behaviour
Recursive improvement
Networks that improve their ability to improve themselves
Real-world
We know you've heard AI promises before. Here's what actually happens when you use Dweve instead of traditional AI.
Computing freedom
Remember when you needed a gaming computer to edit videos? AI used to be the same way: you needed expensive specialized hardware. Not anymore.
Works on regular computers
Energy-efficient AI impact
You know that guilty feeling when you see your electricity bill after using cloud AI services? Or knowing that ChatGPT uses as much power as a small town? We solved that.
Dramatically lower energy use
What this means for your business
Real benefits you can measure, not marketing promises.
Response time
Answers in milliseconds
Cost savings
Lower than cloud
Explainability
Every decision explained
European AI independence
European AI technology that stays home, follows your rules, and answers to European values.
The problem today
Most European businesses unknowingly send their most sensitive data across the Atlantic every time they use AI.
Our European solution
What if AI could be powerful, efficient, and completely under European control? That's exactly what we built.
The economic impact
Beyond sovereignty, there's a massive economic opportunity. European businesses can stop paying the "foreign AI tax" and start building their own competitive advantages.
Infrastructure independence
Massive reduction in cloud dependency costs when you can run advanced AI on your existing infrastructure.
Energy efficiency
Dramatically lower energy costs make AI sustainable for continuous European operations.
Innovation acceleration
When AI is affordable and accessible, European businesses can innovate faster than ever.
Ready to experience real AI ?
You've seen what's possible. Now let's show you how it works with your specific needs and challenges. No pressure, no sales pitch: just a genuine conversation about how AI can finally work for you.
See it in action
Watch Dweve work with real data in real-time. See the explanations, feel the speed, understand the difference.
Explore productsStart the conversation
Let's talk about your specific challenges and see if Dweve is the right fit. No commitment, just curiosity and possibility.
Contact usAI doesn't have to be complicated, expensive, or mysterious. Let us show you a better way.