What We Do
ManaBridge works across three areas: consulting, products, and research.
Consulting
We work with organisations to design and build AI systems. This ranges from early-stage strategy, identifying where AI fits and what's feasible, through to developing custom solutions that work with your data.
How we typically engage
- Assessment. We look at your current data, infrastructure, and goals. We identify what's realistic and where the highest-impact opportunities are.
- Architecture. We design the AI system: data pipelines and processing logic.
- Development. We implement and tune it with you.
Technical capabilities
| Area | Examples |
|---|---|
| Language models | RAG agents, company workflow optimisation |
| Computer vision | State-of-the-art vision capabilities, image understanding |
| Predictive modelling | Forecasting, anomaly detection, time series |
| Signal processing | Key insights from multimodal sensor data |
| Machine learning | Traditional, transformer, neuromorphic |
We work across industries including enterprise technology, healthcare, biotech, research, and academia.
Products
Fryri
An AI companion powered by a knowledge engine that turns scattered info into actionable insight, for personal use and enterprise.
Give it photos, videos, documents, and conversations, and it organises them into one connected picture, then answers from that material and shows its sources, so every answer is checkable.
The same engine runs for teams: one place that answers from a company's own files, docs, and conversations, with every answer traceable to its source.
Under the hood
A living knowledge graph that builds and maintains itself, indexing, linking, and reasoning over everything you add.
- Persistent, temporal and graph memory. It keeps everything you've shared across sessions, tracks changes over time so it answers with what's current while still remembering what came before, and links the people, places, and moments you mention.
- Intelligent retrieval. Ask in plain words and it finds the right thing across everything you've shared.
- Autonomous and self-curating. Background agents organise and connect everything over time: consolidating new information and resolving contradictions instead of stacking them, letting older memories fade quietly until they matter again, and keeping the whole thing clean and compact as it grows, all without you managing it.
- Personalisation. All of it adds up to an AI that fits you, instead of a generic one.
Research
We publish peer-reviewed work across domains. See Publications.
We are currently engaged with heavy internal research into foundation modelling, focusing on how AI systems can be built better and run more efficiently, to unlock genuine value in the real world.
Interested in working together? Get in touch