Research Partnerships
Joint programmes on problems that matter to your sector, with shared data, shared authorship and clear milestones.
- Banks, insurers and payment networks
- Hospitals and life-science groups
- Universities and public bodies
Technology Research & Development
Research at the frontier. Built for consequence.
Aliddo Labs is an independent research and development lab. We work on the hardest problems in finance, education, medicine, energy and security, and carry the results from first principles to systems that run in the world.
The lab
Most breakthroughs stall somewhere between the paper and the product. Aliddo Labs exists to close that distance.
Research
We start with the question
Original work in causal inference, verifiable computation and machine intelligence, written down rigorously before anything is built.
Engineering
We build what the theory claims
Every result is carried into a working system, tested against real data and the constraints of regulated industries.
Venture
We take it to market
When a system earns its place, we spin it out with partners and operators who can scale it across borders.
Research verticals
Six verticals. One standard of evidence.
FINSettlement lattice
Fintech & Blockchain
Settlement, credit and capital markets rebuilt on infrastructure that can prove what it did, to whom, and when.
Lines of inquiry
- Cross-border settlement rails and liquidity routing
- Programmable compliance and privacy-preserving identity
- Market microstructure, on-chain risk and agentic payments
EDULearning spiral
AI in Education
Learning systems that model what a learner actually knows, and decide what they should learn next.
Lines of inquiry
- Compiling skills and prerequisites into knowledge graphs
- Adaptive tutoring with measurable mastery, not seat time
- Assessment that stays meaningful when AI can answer the test
MEDDouble helix
AI in Medicine & Life Sciences
Clinical-grade intelligence for diagnosis, discovery and the economics of long-term care.
Lines of inquiry
- Causal models over clinical, imaging and genomic data
- Decision support with calibrated, auditable uncertainty
- Health financing and longitudinal models of care
NRGField waveform
Climate & Energy Systems
Forecasting and optimisation for grids, materials and the flow of physical resources.
Lines of inquiry
- Load and generation forecasting under volatile supply
- Carbon accounting with verifiable provenance
- Optimisation for storage and distributed energy assets
ZKPProof polytope
Cryptography & Verifiable Compute
Proofs that let institutions trust a result without ever seeing the data behind it.
Lines of inquiry
- Zero-knowledge proofs of model training and inference
- Selective disclosure for identity and credentials
- Auditable computation for regulated sectors
AGTAgent mesh
Agentic Systems
Autonomous software that plans, acts and answers for its decisions inside real organisations.
Lines of inquiry
- Multi-agent orchestration and coordination
- Agent identity, permissions and signed actions
- Evaluation and safety under real-world constraints
Method
From hypothesis to deployed system.
01
Inquiry
Define the question and the outcome that would prove it answered.
02
Formalism
Write the model, the assumptions and the causal structure down.
03
Prototype
Build the smallest system that can test the central claim.
04
Verification
Adversarial testing, benchmarks and, where possible, proof.
05
Deployment
Production with partners, or a new venture built around it.
Core disciplines
The science underneath every vertical.
Causal Inference
Moving past correlation to models that say what happens when you intervene.
Interventions · CounterfactualsRepresentation & Compression
How intelligent systems find the structure in data, and what they keep.
Learning theory · InformationVerifiable Computation
Cryptographic guarantees that a computation ran exactly as claimed.
ZK proofs · AttestationDecision Systems
Agents and models that act under uncertainty and can explain the choice.
Planning · Control
Our standard
If we can't verify it, we don't ship it.
Work with the lab
Three ways in.
Venture Studio
We turn validated research into companies, and bring in co-founders, capital and distribution to scale them.
- Co-founding and spin-outs
- Technical diligence
- Cross-border go-to-market
Applied R&D
Embedded research teams for organisations that need a hard technical problem solved properly, once.
- AI systems for regulated settings
- Cryptography and privacy engineering
- Model evaluation and audit
Bring us the problem no one has solved.