Industries
Industries that we have touched
The domains we build AI-native systems for, and the sectors with named engagements and hard numbers behind them.
- 01
Aerospace
Turn flight, maintenance and telemetry data into one readiness picture: catch drift before it grounds an aircraft, and compress the loop from anomaly to airworthy.
- 02
Energy
Read load, weather and asset condition as one signal, so dispatch and maintenance stop reacting to yesterday's numbers and start planning around tomorrow's.
Agent use cases
Real-Time Energy Demand Forecasting
Combine historical patterns with live grid data to predict demand, allocate supply, and optimize bidirectional power flows.
Predictive Grid Maintenance
Use computer vision and digital twins to inspect grid assets, plan maintenance, and reduce unplanned downtime.
Secure Grid-Edge Operations
Use intelligent video analytics and AI-enhanced cybersecurity to protect substations and power plants from physical and digital threats.
Utility Call-Center Virtual Assistant
Automatically transcribe calls, answer common questions, detect trending issues, and route escalations in energy customer service.
- 03
Financial Services
Put the judgment that currently lives in one partner's head into a system the whole desk can apply to every deal that crosses it.
Agent use cases
AI Fraud Detection
Detect identity theft, account takeover, payment fraud, money laundering, and other anomalies from high-volume transaction data while reducing false positives.
Algorithmic Trading
Industrialize research across large multimodal datasets to find signals, train strategies, and execute AI-assisted trading workflows faster.
Intelligent Financial Document Processing
Extract and reason over loan records, regulatory filings, transaction records, and public-market documents to accelerate analysis and decisions.
Financial Services Virtual Assistant
Provide secure real-time customer support and personalized banking or financial guidance through AI chatbots and assistants.
- 04
Defense
Fuse sensor, logistics and readiness data into one operating picture, so a decision gets made on the current state of the field, not last week's brief.
- 05
Supply Chain
Track a shipment, a part or a pallet across every handoff, and know its state without a phone call to the warehouse that's holding it.
- 06
Healthcare
Route the question (clinical, administrative or billing) to the right answer immediately, with every response traceable to the record and a clinician signing each exception.
- 08
Transportation & Mobility
Turn fleet, route and driver data into one live picture, so dispatch reroutes around a problem instead of discovering it at the depot.
- 09
Pharma & Life Sciences
Keep every batch, trial and adverse event traceable to its source record, so compliance is a byproduct of the system, not a quarter-end scramble.
- 10
Asset Management
Give every portfolio manager the same real-time read on exposure and performance, so a position's risk is known the moment it's taken, not at reconciliation.
- 11
Grocery Retail & CPG
Reach every lead within seconds of it arriving and qualify it the same way every time, with shelf and stock data current enough that procurement stops guessing a season late.
- 12
Global Logistics
See a shipment's route, dwell time and exceptions in one place end to end, so a delay two ports away shows up before it becomes a missed delivery.
- 13
Cross-Industry / Enterprise AI
Run agents that reason, call tools and update state across long-running workflows, so any team can ask its documents, video and know-how a question and get an answer back.
Agent use cases
Agentic Inference
Run multi-step AI agents that reason, call tools, retrieve data, update state, and self-correct across long-running workflows.
Video Analytics AI Agents
Use vision-language models to search, summarize, understand, and answer questions about live or recorded video through natural language.
Talent Recruitment Assistant
Screen resumes against job requirements, match candidates to roles, and schedule interviews with hiring managers.
Knowledge Management Bot
Index firm methodologies, policies, procedures, and best practices so teams can retrieve answers and relevant resources conversationally.
- 14
Retail, E-commerce & Restaurants
Connect catalog, shopper, store and order data, so discovery, checkout and the shop floor all work from the same current picture of what the customer wants.
Agent use cases
AI Catalog Enrichment
Convert raw product data into rich structured records, descriptions, attributes, and search-ready content to improve discovery and recommendations.
Agentic Commerce
Enable autonomous shopping agents to discover products, negotiate promotions, complete secure checkout, and support post-purchase workflows under merchant control.
Hyper-Personalized Shopping
Use recommender systems and generative AI to create individualized search, product recommendations, styling, and shopping experiences in real time.
Omnichannel AI Shopping Assistant
Guide customers conversationally from product discovery through comparison and purchase across web, mobile, and physical-store channels.
Retail Loss Prevention
Use real-time computer vision and transactional data to detect theft, self-checkout fraud, and operational anomalies and trigger alerts.
Multi-Camera Customer Journey Tracking
Track shoppers across multiple cameras to understand movement, engagement, queueing, and store journeys while powering analytics and operations.
Store Simulation & Robotics
Create store digital twins to test layouts and planograms, then deploy robots for shelf scanning, inventory monitoring, and operational tasks.
In-Store Retail Media
Turn digital signage, smart carts, cooler doors, and displays into contextual advertising and recommendation surfaces tied to shopper location and intent.
Autonomous Order Taking
Use voice AI and natural-language understanding to take restaurant orders end to end across counters and drive-throughs.
- 15
Cybersecurity
Watch users, services, devices and workloads for the behaviour that rules miss, and shorten the path from alert to remediation without slowing the systems you protect.
Agent use cases
Vulnerability Analysis for Container Security
Use generative AI and RAG to analyze CVEs, determine relevance and risk, and accelerate remediation from hours/days to seconds.
Anomaly / Insider Threat Detection
Create digital fingerprints for users, services, accounts, devices, and machines, then flag abnormal behavior at scale.
Sensitive Data Leakage Detection
Detect leaked or exposed sensitive information with AI models that go beyond static rules and signatures.
Spear-Phishing Detection
Apply AI to identify highly targeted phishing content and suspicious communications that traditional rules may miss.
Zero-Trust Architecture
Enforce distributed security at the server and infrastructure edge to reduce attack surface and support zero-trust environments.
Secure AI Workloads / Confidential AI
Protect AI data, models, and workloads in use with isolated execution and confidential-computing techniques.
Operational Technology (OT/ICS) Cybersecurity
Monitor industrial networks and critical infrastructure continuously, detect threats in real time, and respond without disrupting operational systems.
- 16
Telecommunications
Put the right answer in front of the frontline while the customer is still on the line, and run AI infrastructure that stays in-country and under your own governance.
Agent use cases
Telco AI Factory / Sovereign AI Infrastructure
Build and operate in-country AI infrastructure for governments, enterprises, startups, and consumers, including locally governed models and token-metered AI services.
AI-Augmented Customer Care
Transcribe customer conversations in real time, recommend answers to frontline staff, and continuously improve agent accuracy and response quality.
- 17
Government, Public Sector & Smart Cities
Deploy AI that meets public-sector security, sovereignty and compliance requirements, and turn satellite, map and sensor data into something a team can act on.
Agent use cases
Government-Ready AI Platform
Deploy enterprise AI that satisfies public-sector security, sovereignty, compliance, and controlled-infrastructure requirements.
Geospatial Intelligence
Analyze satellite, mapping, and sensor data to detect patterns and anomalies for disaster response, infrastructure planning, environmental monitoring, and security missions.
Radar & Signal Processing
Accelerate radar simulation, testing, training, and real-time signal processing for remote sensing, autonomous systems, and defense applications.
Domains we build AI-native systems for
Where the case studies are
Sectors with more than one named engagement behind them, each with the figures the work moved.
Operational solutions
Focused implementation pages, each grounded in a named engagement and the systems built around it.
Work with us
We want your hardest problems.
We collaborate with ambitious organisations ready to move beyond AI experimentation. If you're looking to transform how your business operates, we'd love to build with you.