AI solutions engineered for real-world impact

/01

LLMs and Agentic AI

We design, fine-tune and deploy LLMs and agents tailored to your industry: multi-agent orchestration, document reasoning, cross-system workflow automation and tool use over frontier and open-weight models.

• Multi-agent orchestration frameworks
• Document reasoning and retrieval-augmented generation (RAG)
• Cross-system workflow automation with tool use
• Frontier and open-weight models, fine-tuned on proprietary data
• Evaluation harnesses, hallucination controls and secure on-premise deployment

/02

RPA and Process Automation

Three tiers of automation delivery: process discovery and mining to find and quantify the work worth automating, bot implementation on the platforms we deliver on, and bot maintenance and auditing that keeps the estate reliable and compliant. Every engagement closes with an upgrade path from rules-based bots to AI agents.

• Process discovery and mining
• Bot implementation on UiPath, Power Automate, Automation Anywhere and n8n
• Bot maintenance, monitoring and auditing
• Exception handling with human-in-the-loop review
• Upgrade path from RPA to agentic AI (see LLMs and Agentic AI)

/03

Computer Vision

From defect detection on production lines to spatial awareness in robotics, our vision systems deliver real-time perception at industrial scale.

• Object detection and instance segmentation
• Anomaly and defect detection
• OCR and document layout analysis
• 3D vision and depth estimation
• Edge-optimised inference pipelines

/04

Machine Learning and Deep Learning

End-to-end ML engineering: feature stores, training pipelines, hyperparameter optimisation, model registries and production serving with continuous monitoring. The same deep-learning stack powers targeted discovery: generative models that propose new materials with the properties you specify, and molecules and proteins designed to bind a chosen biological target.

• Supervised, unsupervised and self-supervised learning
• Deep neural architectures (CNN, Transformer, GNN)
• Automated hyperparameter tuning
• MLOps: CI/CD for models
• Explainability and bias auditing
• Targeted material discovery with generative models
• Targeted biotech molecule and protein design

/05

Quantum and Hybrid Optimisation

We formulate scheduling, routing, portfolio and simulation problems for quantum annealing and run them on D-Wave’s Advantage2 system through the Leap cloud service, as hybrid quantum-classical workflows. Every result is benchmarked against the best classical solver before it reaches production.

• Logistics, routing and supply-chain allocation
• Workforce, plant and robot scheduling
• Portfolio construction and asset allocation
• Materials and many-body simulation
• Hybrid quantum-classical solvers at enterprise scale
• D-Wave first, vendor-neutral, with a classical baseline every time

/06

Reinforcement Learning

We build RL agents for complex control and optimisation problems, from robotic manipulation to supply-chain decisioning and energy management.

• Policy gradient and actor-critic methods
• Sim-to-real transfer learning
• Multi-agent reinforcement learning
• Safe RL with constraint satisfaction
• Digital twin training environments

/07

Data Warehousing

Unified, governed, analytics-ready data platforms. We design warehouses and lakehouses that feed AI models clean, timely and trustworthy data.

• Cloud and hybrid warehouse architecture
• ETL and ELT pipeline engineering
• Real-time streaming ingestion
• Data quality and governance frameworks
• Semantic layers for BI and AI

/08

Industrial Systems and Robotics

Bringing intelligence to manufacturing and logistics: predictive maintenance, vision-guided robots, process optimisation and autonomous industrial systems.

• Predictive maintenance models
• Vision-guided robotic control
• Process parameter optimisation
• SCADA and PLC integration
• Digital twins for simulation

/09

Interfaces That Convert

Intelligence is only as good as the experience wrapped around it. We design and build the frontends, dashboards and product interfaces that put AI in the hands of your users: fast, accessible, on-brand and measured against real user outcomes.

• UX research, journey mapping and rapid prototyping
• UI design systems and brand-faithful component libraries
• React, Next.js and design-to-code frontend engineering
• Conversational and AI-native interface patterns
• Accessibility (WCAG 2.2), performance and conversion analytics

/10

Technical and Engineering Design That Works

Good engineering is designed, not improvised. We turn requirements into technical architectures, system specifications and engineering designs that can be built, validated and maintained, from AI system architecture and hardware-software integration to simulation-led design validation.

• Requirements engineering and system architecture
• Integration design across hardware, software and data
• CAD, simulation and digital-twin-led validation
• Technical specifications, documentation and design reviews
• Design for safety, compliance and maintainability

/11

Drones and Aerial Intelligence

We fly our own commercial drones with modular third-party payloads, then turn raw aerial data into actionable intelligence: repeatable automated flight paths, photogrammetry and 3D models, AI analytics and live streaming, delivered into the systems your teams already use.

• RGB, thermal, LiDAR, multispectral, gas-sensing and action payloads
• Complex missions, BVLOS where authorised, and RTK/PPK survey-grade accuracy
• Orthomosaics, elevation models, volumetrics and digital twins
• AI defect detection, crop health analysis and solar panel auditing
• Fleet management, low-latency live streaming and on-site edge processing
• Cloud portals with GIS, BIM/CAD and ERP integration

/12

Earth Observation, Cartography and GIS

We turn satellite imagery and open geospatial data into maps people can act on: imagery analytics and change detection, careful cartography, and GIS engineering that delivers layers, web maps, interactive 3D globes and geospatial digital twins into the systems your teams already use.

• Copernicus Sentinel and commercial satellite imagery analytics
• Land-cover, crop, vegetation and change-detection mapping
• Cartography and map design for print, web and 3D
• GIS data engineering, spatial databases and open-data integration
• Interactive web maps, 3D globes and geospatial digital twins
• Delivery into existing GIS, BI and ERP systems

/13

AR, VR, MR and XR

We make headsets enterprise-ready and build the experiences that run on them: hardware logistics, spatial setup and fleet management on one side; custom simulations, AR guidance and digital twins on the other, with telemetry that turns virtual practice into measurable results.

• Fleet management (MDM for XR) and kiosk mode
• Immersive safety, skills and soft-skills training in Unity and Unreal
• AR remote assistance and step-by-step work instructions
• BIM, CAD and drone scans as walkable digital twins with live IoT data
• Haptics, replica controllers, biometrics and location-based setups
• Cloud rendering, eye-tracking analytics and LMS integration

Products we build and operate

Beyond client engagements, Algorithmic BrAIn owns and runs its own AI platforms. Commercial documentation is available on request.

Enterprise software · Malta and Mauritius

Company Management Platform

Custom 360-degree management software for companies operating in Malta and Mauritius: finance, people, compliance and operations in one governed system.

Materials science · Self-driven labs

Materials Discovery AI

A proprietary AI system for discovering new materials, with an interface for self-driving laboratories that closes the loop between prediction and experiment.

Chemistry · Life sciences

Targeted Molecule Discovery

An AI platform that proposes new molecules for specific problems and binding requirements, ranking candidates before synthesis.

Earth observation · Agriculture

Satellite Imagery Analytics: EU Crop Diversity

The DG AGRI and JRC crop-diversity story map, rebuilt as an interactive 3D globe and taken down to 10 m satellite pixels.

Earth observation · Oceans

Satellite Imagery Analytics: Ocean State

The 10th Copernicus Ocean State Report, its satellite and in-situ records placed on an interactive 3D globe.

Earth observation · Food security

Satellite Imagery Analytics: Food Crisis Forecasts

FP-EWS, our research prototype, forecasts how likely food crises are in 507 provinces, shown on an interactive 3D globe.

Media integrity

SHIELD: Anti-Deepfake Protection

A barely visible shield for photographs. Fed to five of the six leading generative AI image tools, a shielded face collapses into a distorted image that is clearly not genuine.

Agri-food traceability · Wine by-products

TRUSTCHAIN Pomace

A batch passport and ISO 22095 mass-balance ledger that lets wineries supply grape pomace to food, nutraceutical and cosmetic ingredient producers with a complete handling record. Demonstrated on real pressings in Puglia, October 2026.

Agri-food provenance · Proof of location

Trustchain.one

Captures proof of origin in the field on the farmer’s phone, weighs independent evidence including Galileo authentication, and issues certificates anyone can verify by QR code.

Industries

Engagement

Systems ready