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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

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