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Applied enterprise AI
AI that runs inside your business
From core machine learning capabilities to autonomous agents and Model Context Protocol platforms, we build AI that is wired into your systems, governed properly and measured against business outcomes.
01 Core capabilities
Next-generation AI solutions
We design, develop and integrate autonomous agents, context-aware systems and intelligent automation to help you optimize operations, reduce costs and drive innovation across your enterprise.
Predictive Analytics
Harness machine learning models for forecasting, demand planning, risk assessment, and proactive decision-making across all business functions.
Natural Language Processing
Deploy advanced NLP solutions for document analysis, sentiment analysis, chatbots, and intelligent customer service automation.
Computer Vision
Implement image recognition, quality inspection, and visual analytics for manufacturing, healthcare diagnostics, and security applications.
Real-Time Intelligence
Stream processing and real-time analytics for instant insights, fraud detection, and dynamic pricing optimization.
Recommendation Engines
Personalized recommendation systems for e-commerce, content platforms, and customer engagement optimization.
02 Agentic AI
Agents that act, not just answer
Agents that plan, call tools, act inside your systems and report back — with the guardrails, evaluation and human oversight an enterprise needs before it lets software act on its behalf.
Autonomous Business Agents
Self-operating AI agents that execute complex business tasks end-to-end—from data gathering to decision-making to action execution—with minimal human intervention.
Multi-Agent Orchestration Systems
Coordinated networks of specialized AI agents working together to solve complex problems through distributed intelligence, task delegation, and collaborative decision-making.
Self-Learning Agent Frameworks
Adaptive AI agents that continuously learn from interactions, feedback, and outcomes to improve performance autonomously without explicit retraining.
Goal-Oriented Task Automation
Agentic systems that understand high-level business objectives and autonomously decompose them into actionable tasks, execute workflows, and achieve desired outcomes.
Tool-Using AI Agents
Intelligent agents equipped to interact with APIs, databases, enterprise systems, and external tools to gather information and execute actions across your technology stack.
Conversational Workflow Agents
Natural language interfaces that allow users to delegate complex multi-step tasks to AI agents through simple conversations, with agents handling all execution details.
02 Live trace
Pick a scenario. The agent plans, calls the systems, checks itself and escalates when it should.
Choose a scenario and press Run. The trace below is illustrative.
Illustrative trace. Every tool name is a system we integrate; the data is not live.
03 Under the hood
How an enterprise agent actually works
A production agent is a control loop wrapped in guardrails, not a chat box. Each stage below is something we design, instrument and test before anything is allowed to act on live systems.
Stage 01
Goal
A business objective with explicit success criteria and boundaries.
Stage 02
Plan
The agent decomposes the goal into steps and picks a strategy.
Stage 03
Act
Tool calls into your APIs, databases, ERP, OSS/BSS or MES.
Stage 04
Observe
Results are read back, validated and checked against expectations.
Stage 05
Evaluate
Outcome scored; the loop repeats, escalates or reports completion.
The loop repeats until the goal is met, the budget is spent, or a human is asked
04 Model Context Protocol
MCP-powered context intelligence
Context is what separates a demo from a dependable system. We build MCP-based platforms that give every model and agent the same governed, current view of your enterprise.
Enterprise sources
Databases & warehouses
APIs & enterprise systems
Documents & knowledge bases
Event & telemetry streams
MCP context layer
- Normalize & resolve entities
- Access control & data lineage
- Freshness, versioning & caching
- Routing, budgets & observability
Context consumers
Autonomous agents
Models & copilots
Business applications
Analytics & reporting
Unified Context Management Platform
MCP-based systems that aggregate, normalize, and maintain context from multiple enterprise sources—databases, APIs, documents, and real-time streams—for consistent AI operations.
Real-Time Context Synchronization
Dynamic context updating across distributed AI systems using Model Context Protocol, ensuring all agents and models operate with the latest information.
Multi-Modal Context Integration
Seamlessly combine text, images, structured data, time-series, and unstructured content into unified contextual representations for comprehensive AI understanding.
Secure Context Sharing & Governance
MCP-compliant context distribution with access controls, data lineage tracking, privacy preservation, and audit trails for enterprise-grade security and compliance.
Context-Aware AI Routing
Intelligent routing of requests to specialized models based on contextual understanding, optimizing for accuracy, latency, and cost across your AI infrastructure.
Persistent Memory & Context Continuity
Long-term context retention across sessions, conversations, and interactions, enabling AI systems to build and maintain deep understanding over time.
05 Vertical AI solutions
AI solutions by industry
Solutions designed around specific operational challenges and measurable business outcomes. Choose a sector, or search every capability at once.
Telecommunications & Network
AI across the network lifecycle — from planning and provisioning to assurance, revenue protection and autonomous operations.
AI-Powered OSS/BSS Automation
Intelligent operations and business support systems with automated service provisioning, order management, network configuration, and fault resolution.
Network Optimization & Planning
5G/4G network optimization, capacity planning, coverage prediction, RF optimization, and intelligent network slicing for telecom operators.
Smart Network Traffic Anomaly Detection
AI-driven real-time traffic analysis, DDoS detection, bandwidth optimization, latency prediction, and intelligent threat identification for network security.
Revenue Assurance & Fraud Management
Automated revenue leakage detection, billing anomaly identification, subscription fraud prevention, and intelligent charging optimization.
Customer Churn Prediction
Proactive churn prevention with AI models that identify at-risk subscribers, recommend retention offers, and optimize customer lifetime value.
Service Assurance & Quality Monitoring
Automated service quality monitoring, customer experience analytics, proactive issue detection, and root cause analysis for telecom services.
Autonomous Network Operations Agents
Self-operating AI agents for network management that autonomously detect issues, optimize configurations, balance loads, and execute remediation actions across OSS/BSS systems.
MCP-Enabled Network Context Intelligence
Unified context platform aggregating network KPIs, customer data, service status, and infrastructure metrics for context-aware network optimization and predictive operations.
Supply Chain & Logistics
End-to-end visibility, forecasting and autonomous orchestration across suppliers, warehouses, fleets and demand signals.
End-to-End Supply Chain Visibility
Real-time tracking, demand sensing, supplier risk prediction, logistics optimization, and intelligent disruption management using AI.
Smart Warehouse Automation
Computer vision for inventory management, robotic picking optimization, warehouse layout planning, and automated quality inspection.
Demand Forecasting & Inventory Optimization
Predictive demand planning, safety stock optimization, automated replenishment, and multi-echelon inventory management.
Intelligent Route & Fleet Optimization
Dynamic route planning, last-mile delivery optimization, fleet utilization, driver behavior analysis, and delivery time prediction.
Procurement Intelligence
Supplier selection optimization, spend analysis, contract intelligence, price forecasting, and automated procurement workflows.
Supply Chain Risk Management
Real-time risk monitoring, supplier financial health prediction, geopolitical risk assessment, and alternative sourcing recommendations.
Autonomous Supply Chain Orchestration
Multi-agent systems that autonomously manage procurement, inventory allocation, logistics coordination, and supplier negotiations based on real-time market conditions.
MCP Supply Chain Context Hub
Unified context platform integrating supplier data, inventory levels, shipment tracking, demand signals, and market intelligence for intelligent supply chain decision-making.
Finance & Banking
Risk, fraud, compliance and advisory intelligence built for regulated environments and real-time decisioning.
Real-Time Fraud Detection
Transaction anomaly detection, identity theft prevention, account takeover detection, and payment fraud prevention with 99%+ accuracy.
AI-Powered Credit Risk & Underwriting
Automated credit scoring, alternative data analysis, loan approval optimization, and intelligent risk assessment for lending.
Algorithmic Trading & Market Intelligence
AI-driven trading strategies, sentiment analysis, portfolio optimization, risk modeling, and real-time financial forecasting.
AML & KYC Automation
Anti-money laundering detection, Know Your Customer verification, suspicious activity monitoring, and regulatory compliance automation.
Robo-Advisory & Wealth Management
Personalized investment recommendations, portfolio rebalancing, tax optimization, and automated financial planning.
Banking Conversational AI
Intelligent chatbots, voice banking, customer service automation, transaction assistance, and 24/7 virtual banking assistants.
Autonomous Trading & Risk Agents
Self-operating agents that execute trading strategies, manage portfolios, monitor risk exposure, rebalance holdings, and execute transactions autonomously within defined parameters.
Financial Context Intelligence Platform
MCP-powered system unifying customer profiles, transaction history, market data, regulatory requirements, and risk metrics for context-aware banking operations.
Manufacturing & Industrial
Predictive maintenance, quality engineering and autonomous production control across the plant floor and the wider supply network.
Predictive Maintenance & Asset Management
Equipment failure prediction, maintenance scheduling optimization, asset lifecycle management, and condition-based monitoring.
AI-Enabled Quality Engineering
Computer vision defect detection, automated quality inspection, root cause analysis, and continuous quality improvement.
Smart Factory & Production Optimization
Production scheduling optimization, line balancing, throughput maximization, energy efficiency, and real-time production monitoring.
Digital Twin & Simulation
Virtual factory modeling, process simulation, what-if analysis, production planning optimization, and performance prediction.
Manufacturing Analytics & OEE
Overall equipment effectiveness optimization, downtime reduction, yield improvement, and real-time production analytics.
Supply-Demand Matching
Production planning based on real-time demand, material requirement planning, capacity utilization, and just-in-time manufacturing.
Autonomous Production Control Agents
Self-managing agents that optimize production schedules, adjust machine parameters, coordinate material flow, and resolve bottlenecks autonomously across manufacturing lines.
Manufacturing Context Integration (MCP)
Unified context platform connecting MES, ERP, IoT sensors, quality systems, and maintenance data for intelligent manufacturing orchestration and predictive operations.
Smart City & Urban Solutions
Traffic, safety, energy, water and building intelligence coordinated through a single urban context platform.
Intelligent Traffic Management
Traffic flow optimization, congestion prediction, adaptive signal control, incident detection, and smart parking management.
Public Safety & Surveillance AI
Video analytics, crowd monitoring, emergency response optimization, crime hotspot prediction, and incident management.
Smart Grid & Energy Management
Load forecasting, demand response automation, renewable energy integration, grid optimization, and outage prediction.
Waste Management Optimization
Route optimization for collection, smart bin monitoring, waste sorting automation, and recycling efficiency improvement.
Smart Building Management
Energy optimization, occupancy prediction, HVAC automation, predictive maintenance, and intelligent space utilization.
Water Management & Conservation
Leak detection, consumption prediction, quality monitoring, distribution optimization, and smart irrigation systems.
Autonomous City Operations Agents
Multi-agent systems coordinating traffic signals, emergency response, utility management, and public services autonomously based on real-time city conditions.
Smart City MCP Integration Hub
Unified context platform connecting IoT sensors, traffic systems, utility networks, emergency services, and citizen data for holistic smart city intelligence.
E-Commerce & Retail
Personalisation, pricing, inventory and fraud intelligence unified across every channel a customer touches.
Hyper-Personalization Engine
Product recommendations, personalized search, dynamic content, individualized promotions, and customer journey optimization.
Visual Search & Image Recognition
Search by image, similar product discovery, style matching, visual merchandising, and automated product tagging.
Dynamic Pricing & Revenue Optimization
Real-time price optimization, competitive pricing intelligence, markdown optimization, and promotional effectiveness analysis.
Inventory & Demand Intelligence
Multi-channel inventory optimization, demand forecasting, stock allocation, out-of-stock prevention, and automated replenishment.
E-Commerce Fraud Prevention
Payment fraud detection, account takeover prevention, fake review identification, and return abuse detection.
Conversational Commerce AI
Shopping assistants, product recommendation chatbots, order tracking automation, and customer support AI.
Autonomous E-Commerce Operations
Self-managing agents handling pricing optimization, inventory allocation, promotional campaigns, order fulfillment routing, and customer service escalations autonomously.
Omnichannel MCP Context Platform
Unified customer context across web, mobile, social, in-store, and marketplace channels for seamless personalized shopping experiences and consistent service.
Merchandising & Retail Operations
Assortment, space, shelf and promotion intelligence for retailers running physical estates at scale.
Planogram Optimization
AI-powered shelf space allocation, category management, product placement optimization, and visual merchandising recommendations.
Assortment Planning Intelligence
Product mix optimization, local assortment customization, new product introduction planning, and SKU rationalization.
Store Performance Analytics
Sales forecasting by location, foot traffic analysis, basket analysis, and store-level performance optimization.
Store Layout & Space Optimization
Customer flow analysis, heat mapping, dwell time optimization, and data-driven store design recommendations.
Shelf Analytics & Compliance
Computer vision for shelf monitoring, out-of-stock detection, planogram compliance checking, and real-time inventory visibility.
Promotional Effectiveness AI
Campaign performance prediction, promotion optimization, markdown strategy, and ROI analysis for retail promotions.
Autonomous Merchandising Agents
AI agents that autonomously plan assortments, optimize planograms, execute pricing strategies, and coordinate promotional calendars based on real-time sales and market data.
Retail MCP Analytics Platform
Context intelligence platform unifying POS data, foot traffic, inventory, weather, events, and competitive intelligence for comprehensive merchandising insights.
Enterprise-Wide AI Capabilities
Horizontal AI capabilities that apply to every sector we work in, from AIOps to intelligent document processing.
AI-Powered AIOps & Smart Operations
Next-gen IT operations with predictive monitoring, automated incident resolution, anomaly detection, capacity planning, and self-healing infrastructure.
Intelligent Process Automation
RPA combined with AI for end-to-end workflow automation, exception handling, decision-making, and continuous process optimization.
AI-Powered Cybersecurity
Behavioral threat detection, zero-day exploit identification, automated incident response, and intelligent security operations.
Intelligent Document Processing
AI-powered OCR, document classification, data extraction, contract analysis, and automated document workflows.
Enterprise Conversational AI
Advanced chatbots, voice assistants, omnichannel support automation, and intelligent customer service across all industries.
Predictive Analytics Platform
Machine learning models for forecasting, risk assessment, customer behavior prediction, and proactive decision-making.
No capability matches that search. Try a broader term, or ask us directly.
Where to start
Not sure where AI pays off first?
Most organizations have three or four candidate use cases and no agreed way to rank them. A short discovery engagement gives you a prioritized shortlist, a reference architecture and a realistic estimate.