Our Solutions — Enterprise AI Verticals

FinGuard AI

Production AI infrastructure for financial institutions. Detects fraud patterns in real-time transaction streams, monitors AML compliance, scores credit risk using multi-model ensembles, and validates letter-of-credit pre-approvals against live market benchmarks. Deployed and processing real commercial transactions.

Real-Time Fraud Detection AML Transaction Monitoring Credit Risk Scoring LC Pre-Approval Validation Regulatory Reporting AI

View Live Demo → Request Proposal

CyberShield AI

AI-driven enterprise cybersecurity platform. Detects threats across network, endpoint, and application layers using behavioral AI models. Automates SOC tier-1 triage, surfaces anomalies invisible to signature-based tools, and deploys autonomous containment responses before human analysts are paged.

Behavioral Threat Detection SOC Tier-1 Automation Zero-Day Anomaly Detection Autonomous Containment SIEM Integration

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Live Product

MedAI Diagnostics

AI medical assistant deployed and live. Analyzes lab reports, interprets medical imaging findings, generates multilingual clinical documentation, supports differential diagnosis from research literature, and validates medications. Supports Arabic, English, French, Spanish and 17+ additional languages. Designed for clinicians, not consumers.

Lab Report Analysis Medical Image AI Multilingual Clinical Docs Differential Diagnosis Medication Validation

Try Live Application → Enterprise Inquiry

MedInsure AI

Enterprise medical insurance intelligence platform for insurers, TPAs, and industrial healthcare providers. Detects claims fraud using behavioral pattern AI, scores policy risk at underwriting, automates pre-authorization decisions, and maintains regulatory compliance documentation across jurisdictions.

Claims Fraud Detection Policy Risk Scoring Underwriting Automation Pre-Auth AI Compliance Documentation

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AgenticAI Platform

Custom multi-agent orchestration systems built on LangGraph, AutoGen, CrewAI, and proprietary MCP (Model Context Protocol) servers. Agents plan multi-step tasks, access enterprise tools, validate their own outputs, and self-correct — without a human in the loop for routine execution. We design the graph, build the tools, and deploy to production.

LangGraph Multi-Agent Custom MCP Servers AutoGen & CrewAI Tool-Use Pipelines Self-Correcting Agents

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Enterprise AI Delivery

Full-stack AI pipeline delivery from architecture to production. RAG pipeline design, vector database selection and indexing, LLM evaluation and fine-tuning, cloud-native deployment (AWS / Azure / GCP), real-time monitoring, A/B testing of model versions, and continuous optimization. We own the pipeline — you own the results.

RAG Architecture Design Vector DB Engineering LLM Fine-tuning Cloud-Native Deployment Model Monitoring & Drift

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Technology Stack

The Architecture Behind Our Systems

We build on proven open standards and cutting-edge frameworks — no vendor lock-in, no black boxes.

Agentic Frameworks

LangGraph for stateful multi-agent graphs, AutoGen for conversational agent networks, CrewAI for role-based agent teams, and custom MCP servers for structured tool access.

RAG & Vector DBs

Pinecone, Weaviate, pgvector, and Chroma for vector storage. LlamaIndex and LangChain for retrieval pipelines. Domain-specific chunking strategies for medical, legal, and financial documents.

LLM Ecosystem

GPT-4o, Claude 3.5/4, Gemini 2.5 Pro, Llama 3, and domain-specific fine-tuned models. We evaluate and select the right model per task — not the most expensive one.

New Vertical

Oil & Gas AI Intelligence

AI-driven operational intelligence for upstream, midstream, and downstream oil & gas. Reduce unplanned downtime, optimise production, and strengthen safety compliance — built for operators who can't afford surprises.

Predictive Maintenance AI

Continuous vibration, temperature, and pressure analysis on rotating equipment — compressors, pumps, turbines, and pipelines. Models trained on failure signatures give 7–21 day advance warning, enabling planned maintenance over reactive shutdowns.

Vibration Analysis Rotating Equipment Pipeline Integrity Failure Forecasting

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SCADA & IoT Intelligence

Real-time anomaly detection across SCADA systems and IoT sensor networks. AI models learn normal operational baselines and flag deviations before they escalate to incidents — reducing false alarms and improving response accuracy.

SCADA Anomaly Detection IoT Sensor Monitoring Real-Time Alerting Baseline Learning

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Production Optimisation AI

Reservoir modelling, well performance analysis, and production rate optimisation using AI trained on well logs, seismic data, and production history. HSE compliance monitoring with automated incident risk scoring and regulatory report generation.

Reservoir Modelling Well Performance AI Production Forecasting HSE Compliance Monitor

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Consulting & Professional Services

We Don't Just Build Verticals — We Transform Enterprise

Beyond our platform products, MagnaAI offers a full range of AI advisory and custom engineering services for organisations at every stage of their AI journey.

AI Strategy & Consulting

We assess your enterprise operations, identify high-ROI AI automation opportunities, architect the technical approach, and deliver a phased implementation roadmap with ROI projections and build-vs-buy guidance for every recommendation.

Custom AI Agent Design

Purpose-built AI agents for your specific workflows. We design the agent graph, build custom tools and MCP servers, fine-tune the reasoning model, and deploy to production — from single-task specialists to full multi-agent orchestration systems.

Enterprise AI Transformation

End-to-end migration of existing enterprise services into AI-automated, intelligent platforms. We map your current workflows, identify every automation opportunity, and rebuild operational processes as intelligent AI-driven systems — finance, clinical, logistics, procurement.

Custom MCP Infrastructure

Design and deployment of Model Context Protocol (MCP) servers that give your AI agents structured, secure access to enterprise data — databases, APIs, internal tools, document repositories. Zero-trust architecture with full audit logging and access control.

AI Readiness Assessment

Structured evaluation of your organisation's AI readiness: data quality and availability, infrastructure capabilities, regulatory constraints, and team skill gaps. Delivered as a comprehensive report with prioritised action items and a 90-day quick-win roadmap.

AI Training & Enablement

Hands-on AI training for enterprise teams: prompt engineering for business users, agentic system design for engineers, AI governance and compliance for leadership. Delivered as workshops, online programmes, or ongoing advisory engagements.

Start Your AI Journey

Platform Ecosystem

One Platform. Every Deployment Mode.

MagnaAI delivers AI across every infrastructure topology — cloud, on-premise, hybrid, and air-gapped. Our platform runs secure private LLMs, custom-trained models, and multi-modal pipelines on your data, your terms.

Deployment Infrastructure

Cloud-Native Deployment

AWS, Azure, GCP — fully managed, auto-scaling, multi-region AI pipelines with enterprise SLAs.

On-Premise Deployment

Full data residency within your data centre. Air-gapped options for regulated industries — banking, defence, healthcare.

Hybrid & Edge

Inference at the edge with cloud orchestration. Low-latency decisions on local hardware — real-time fraud and diagnostics.

LLM & Model Layer

Cloud LLMs

GPT-4o, Claude, Gemini, Llama via secure API proxy — enterprise access controls, prompt injection protection, audit logging.

Private & Secure LLMs

Self-hosted Llama 3, Mistral, Phi-3 — zero data egress. Your model, your infrastructure, fully isolated from public APIs.

Custom-Trained & Fine-Tuned AI

Domain-specific model training on your proprietary data — LoRA fine-tuning, RAG augmentation, and RLHF alignment for your vertical.

Secure MCP Infrastructure

Our custom Model Context Protocol (MCP) layer connects LLMs to live enterprise data — databases, APIs, document stores — without exposing raw data. Every tool call is authenticated, logged, and sandboxed.

Tool Authentication Context Sandboxing Audit Trails Rate Limiting Zero-Trust Access Custom Tool Registry

Generative AI Models

Beyond classification and detection — MagnaAI builds generative pipelines for document synthesis, clinical report generation, multilingual output, code generation, and agentic task execution across enterprise workflows.

Document Generation Clinical Reporting Multilingual Output Code Generation Agentic Workflows Structured Output

Data Intelligence

We Process Every Data Type Your Enterprise Generates

MagnaAI pipelines ingest, normalise, and reason over structured, unstructured, IoT, and multi-modal data — no data silo left behind.

Structured Data

Databases, spreadsheets, ERP exports, transactional records, time-series

Unstructured Data

PDFs, emails, contracts, clinical notes, multilingual documents, web content

IoT & Sensor Data

Real-time streams, device telemetry, industrial sensors, SCADA, edge signals

Image & Vision

Medical imaging, document scans, CCTV, satellite, radiology, ID verification

Video & Audio

Surveillance, telemedicine recordings, call centre audio, real-time stream analysis

Engagement Model

How We Deliver Your AI System

A three-phase model built for enterprise certainty — no surprises, no scope creep, no black boxes.

1

Discovery Sprint

3-day deep assessment of your data, workflows, regulatory environment, and AI opportunity. Output: architecture doc, build vs. buy analysis, and ROI model.

2

Build & Integrate

Custom multi-agent pipelines, MCP integrations, domain fine-tuning, and security review. Weekly milestones with working software at each checkpoint.

3

Deploy & Optimize

Production launch with full observability stack, drift monitoring, model versioning, and a dedicated 6-month optimization program post-launch.

Ready to Deploy Enterprise AI?

Start with an AI Discovery Sprint — a 3-day deep assessment of your AI opportunity across Finance, Healthcare, or Security. No commitment required beyond the sprint.

Start Discovery Sprint