Our expertise
Deep capability, not surface familiarity
Technical depth across every major AI domain — built through real client deployments, not conference talks.
Capabilities
Generative AI & LLMs
RAG pipelines, private LLM deployment, fine-tuning, vector database design and prompt architecture.
Computer vision
Face and object recognition, licence plate reading, perimeter monitoring, video enhancement and restoration.
NLP & speech AI
Voice agents, multilingual translation, sentiment analysis, summarisation, diarization, voice synthesis.
AI agents & MCP
Advanced agents that plan, call tools and act on real systems — well beyond retrieval. Multi-agent workflows in Langchain, n8n and Make, Model Context Protocol servers over your databases and APIs, and the judgement about when an agent genuinely beats a straight RAG pipeline and when it does not.
Analytics & algorithms
Recommendation engines, semantic and contextual search, topic modelling, custom model design.
Generative media
Text-to-image with ControlNet, video generation and modification, automated creative pipelines.
Industries we serve
- Hospitality
- Defence & government
- Education & edtech
- Healthcare
- Retail
- Professional services
- Non-profit & social impact
Privacy & data security
Your data never has to leave the building
Most AI vendors require your data to travel to them. For a defence installation, a hospital, a law firm or a bank, that is not a trade they are permitted to make. For every other enterprise it means handing over contracts, customer records, pricing and internal know-how — and trusting somebody else's retention policy with your competitive position. Neither is necessary.
The private AI box
A self-contained machine installed in your own facility. The models, your data and every inference run on it. There is no account to create and no vendor to trust, because nothing leaves the box.
Works with no internet at all
Once installed it needs no external connection. That suits an air-gapped site, a remote clinic, a field office, or any facility where outbound traffic is simply not permitted.
Private by architecture, not by policy
A promise not to send your data anywhere can be broken by a config change. A system with nowhere to send it cannot. We build the second kind.
Industry-leading open models
The strongest open-weight models available, deployed on your hardware and yours to keep. No per-token billing, no vendor deprecating the model you built on, no licence renegotiation two years in.
Sized to the hardware you have
Models tuned to run on what is realistic for you, from a single GPU workstation to a rack. The enhancement toolkit runs on one GPU-equipped laptop.
Yours to audit and to keep
Your team gets the deployment, the documentation and the ability to inspect what the system does. We build it to be handed over, not to create a dependency.
Enterprise IT
The systems the AI has to live inside
AI rarely arrives on a clean site. It has to work inside an ERP that runs the business, a booking engine that takes the money, and a workforce system people clock into every morning. We have built all three from scratch, which is why we can put AI inside them.
ERP for food service and fashion
End-to-end logistics, inventory, production and supply chain for multi-outlet food businesses and fashion operations — the back office that has to reconcile before anything else works.
HRMS and workforce systems
Task and time management, attendance, analytics and reporting. Including facial-recognition attendance and reports staff can query by speaking rather than opening files.
Travel and booking platforms
Customer and agent booking engines, reservations and the on-site systems behind them — built and run at CTO level for a national travel operator, including satellite communications.
Point of sale and consumer apps
Websites, mobile apps and point-of-sale tied back to the same inventory and analytics, so the shop floor and the back office see one set of numbers.
Integration with what you already run
Most of the work is meeting legacy systems where they are. We integrate with the databases, APIs and installed software you are not going to replace.
Analytics across the whole estate
Reporting that spans the systems rather than sitting inside one of them, so a question about the business does not need three exports and a spreadsheet.
Defence & security
AI for camera and security operations
Purpose-built systems for perimeter security, road monitoring and venue operations — deployable on existing infrastructure, on premise, with no external data dependency.
ProactiveGuard — intelligent camera layer
Works with existing camerasFace recognition & tracking
Identifies individuals including those with faces partially covered. Tracks people across camera zones and over time, with proactive alerts for repeat unknown visitors near a perimeter.
Triveni image & video enhancement
Image and video enhancement for your existing camera setup: software night vision, noise reduction, and digital zoom without pixelation. Runs on a single GPU-equipped laptop — no camera or infrastructure replacement needed.
Roads & licence plates
Licence plate recognition for civilian and defence vehicles, vehicle identification and road-surface monitoring. Works with street cameras, dashcams and body cams.
Perimeter monitoring
Watches a boundary rather than a room: trip-wire violation alerts, tracking people across camera zones, and proactive alerts for repeat unknown visitors around a fence or wall.
Have a problem that spans several of these?
Most real projects do. The value is usually in combining capabilities — speech with retrieval, vision with edge deployment — rather than any one of them alone.