From Intelligent Automation to Production ML - AI That Ships
Not just prototypes. We build AI systems that run in production, at scale, with monitoring and guardrails. ML pipelines, GenAI integration, AI agents, and computer vision - deployed with enterprise reliability.
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Production-Grade AI
Not slide decks. AI systems with monitoring, guardrails, retraining, and SLAs.
4-Week AI Pilot
Validate any AI use case with your real data in 4-8 weeks. $15-25K fixed price.
Enterprise Security
ISO 27001 certified. SOC 2 aligned. AI with guardrails and human-in-the-loop.
Full MLOps Pipeline
Training, serving, monitoring, retraining - end-to-end ML infrastructure.
Eastgate Software's AI & Automation practice builds production-grade AI systems - not slide decks. Our engineers deploy ML pipelines, GenAI/RAG integrations, AI agents, computer vision, and intelligent document processing for enterprise clients across FinTech, ITS, manufacturing, and retail. From a 4-week AI pilot with your real data to full-scale production ML with automated retraining and monitoring, we deliver AI that works in the real world. 200+ engineers, ISO 27001 certified, with 12+ years of engineering mission-critical systems. AI-augmented development tooling built into every engagement.
What AI & Automation Capabilities Does Eastgate Provide?
End-to-end AI engineering - from pilot to production ML at enterprise scale.
AI Agent & Agentic Workflows
Autonomous AI agents for document processing, decision support, and multi-step task execution with human-in-the-loop oversight.
ML Pipeline & Model Deployment
End-to-end ML infrastructure: data preparation, model training, serving, monitoring, and automated retraining.
GenAI Integration
Embed LLMs into existing products: RAG pipelines, prompt engineering, fine-tuning, output guardrails, and cost optimization.
Computer Vision & Image Analysis
Object detection, OCR, quality inspection, and visual analytics for manufacturing, retail, and infrastructure monitoring.
Intelligent Document Processing
AI-powered extraction, classification, and routing for invoices, contracts, compliance documents, and tender files.
Process Mining & Automation
Discover bottlenecks, model workflows, and automate with RPA + AI. From manual processes to intelligent automation.
Product Engineering & AI
Full-stack product development, AI integration, and our AI-augmented development methodology.
Explore Product Engineering → Sibling PracticeEnterprise Platforms
Cloud migration, ERP integration, workflow automation, and legacy modernization.
Explore Enterprise Platforms →How Does Eastgate Use AI to Accelerate Engineering Delivery?
AI isn't just what we build - it's how we build. Every engagement includes AI-augmented tooling across the full development lifecycle.
AI Code Generation
Specification-first workflows where AI agents build from precise specs - not ambiguous prompts.
AI Test Generation
LLM-assisted edge-case tests, integration suites, and data validation scenarios - increasing coverage automatically.
Automated Code Review
Security scanning, architecture compliance, and performance checks on every commit - AI-powered.
Anomaly Detection
ML-powered monitoring for production AI systems - drift detection, performance degradation, and automated alerts.
"The team built an AI-powered platform that significantly improved our product. Their expertise in ML and full-stack development was exactly what we needed for production-grade AI."
Amy Loukus
Product Lead, EdTech
How Can You Engage Eastgate for AI Projects?
All models support outcome-based pricing - you pay for results, not hours.
Embedded AI Team
AI/ML engineers embedded in your team. Managed by EGS Team Lead. Outcome-based pricing available.
Min: 4 people, 6+ monthsAI Project
Fixed scope, milestone-based delivery. EGS owns PM + QA. Production-grade AI with monitoring and guardrails.
Min: $50K per SoWAI Pilot
4-8 week pilot with your real data. Working prototype + go/no-go decision. Fixed price.
Min: $15-25KFrequently Asked Questions About AI & Automation Engineering
What is the difference between an AI pilot and a full AI project? +
A Pilot ($15-25K, 4-8 weeks) validates a single AI use case with your real data - you get a working prototype and a clear go/no-go decision. A full AI Project ($50K+ per SoW) builds production-grade AI systems with monitoring, retraining pipelines, guardrails, and integration into your existing workflows.
Can you integrate AI into our existing products? +
Yes. Most of our AI work is integration, not greenfield. We embed LLMs, ML models, and AI agents into existing SaaS platforms, enterprise systems, and workflows. RAG pipelines for knowledge retrieval, AI-powered search, automated document processing - all integrated with your current tech stack.
How do you ensure AI systems are reliable in production? +
We build AI systems with monitoring dashboards, automated drift detection, output guardrails, and human-in-the-loop oversight where needed. Model performance is tracked continuously, and automated retraining pipelines kick in when accuracy degrades. We treat AI like any other production system - with SLAs, incident response, and observability.
What AI/ML frameworks and tools do you use? +
Our core AI stack includes PyTorch, TensorFlow, LangChain, OpenAI, Anthropic, and HuggingFace for model development. For MLOps we use MLflow, Kubeflow, and AWS SageMaker. Vector databases like Pinecone and Weaviate for RAG. Computer vision with YOLO, OpenCV, and custom CNNs. We match the tooling to the use case.
Do you build custom AI models or use pre-trained ones? +
Both. For many use cases - document processing, code review, content generation - fine-tuned pre-trained models (GPT-4, Claude, open-source LLMs) are the right choice. For specialized tasks like industrial quality inspection, anomaly detection, or domain-specific NLP, we train custom models on your data.
How long does it take to deploy an AI system to production? +
An AI pilot runs 4-8 weeks. A production ML pipeline typically takes 8-16 weeks depending on complexity, data readiness, and integration requirements. GenAI features (RAG, chatbots, document processing) can ship faster - often 4-8 weeks to production - because they build on pre-trained foundation models.
Serving Gulf Industrial Enterprises
AI modernization and zero-downtime legacy migration for UAE, KSA, and Qatar enterprises. Start with a 4-week paid PoC.
Ready to Put AI to Work?
Start with a 30-min discovery call. We'll identify the highest-impact AI use case for your business.
Engineers
Full-stack + AI/ML specialists
Client Retention
Partners, not vendors
AI Pilot
To production prototype