AI & Orchestration
- LangChain, LangGraph, LlamaIndex
- RAG pipelines, Vector Databases
- LLM evaluation & guardrails
- Prompt engineering, Fine-tuning, MLOps
Production AI Engineering
Enterprise Generative AI Development
Enterprise Generative AI Development
Production AI Engineering
ZAAX Consulting delivers production-grade generative AI systems for enterprises that cannot afford hallucinations, downtime, or experimental prototypes. We specialize in custom LLM integration, Retrieval-Augmented Generation (RAG) architectures, AI agents, and workflow automation — engineered for real-world scale in healthcare, insurance, fintech, and other regulated industries.
Unlike pure AI vendors, we bring 30+ years of enterprise software delivery and operate our own large-scale AI-powered platforms. This means every system we build is grounded in production reality, compliance requirements, and measurable business outcomes.
AI Impact at Scale
Measurable Outcomes in Production
Real results from AI systems running at scale in regulated environments across India, UAE, and KSA.
30–50%
Faster Delivery Cycles
3×
Stronger Decision Confidence
40%
Higher Team Productivity
60%
Reduction in Operational Waste
What We Deliver
End-to-end AI engineering services — from strategy and architecture to production deployment and monitoring.
Core AI Engineering Services
Each service combines deep enterprise engineering with real production AI experience.
Custom LLM Integration & Fine-Tuning
Model selection, prompt engineering, evaluation pipelines, fine-tuning, and continuous monitoring for accurate, policy-aligned outputs.
RAG System Implementation (Zero-Hallucination)
Production Retrieval-Augmented Generation systems that answer only from your verified data — document ingestion, chunking strategies, vector databases, retrieval logic, and strict grounding instructions.
Enterprise AI Agent Development
Secure, tool-using AI agents that read documents, call internal APIs, update systems, and execute multi-step workflows for claims, policy inquiries, fraud detection, and operations.
AI Workflow Automation
End-to-end automation of high-volume, rules-heavy processes combining deterministic business rules with LLM reasoning — document extraction, claims auditing, notification flows.
Legacy System Modernization with AI
Inject modern AI capabilities into existing platforms without full rewrites — intelligent document reading, automated decision support, conversational interfaces.
AI Strategy & Engineering Enablement
Practical roadmaps, reference architectures, evaluation frameworks, and team enablement so AI becomes a reliable engineering copilot.
Proven in Production — Not Just Prototypes
We design and operate AI systems that already run at scale in regulated environments. This operating experience shapes every AI system we build for clients.
Assure Tech Pro
AI-powered health insurance platform with 95%+ claim auto-adjudication, real-time pre-auth and post-discharge audit engines, full compliance across HAAD, DOH, DHA, and CHI.
Multi-Lingual AI Chatbot
Zero-hallucination RAG system answering policy and claims questions strictly from verified data for members, hospitals, and support teams.
AI Credit Card Auditor
Hybrid fuzzy-logic + LLM system reconciling transactions against calendar and email context, cutting manual reconciliation effort significantly.
400M+ Claims Processed
Three decades of continuous platform evolution across India, UAE, and KSA.
Modern AI & Engineering Stack
Cloud & Infrastructure
- AWS, Azure, GCP
- Docker, Kubernetes, Terraform
- CI/CD, Serverless, Observability
Full-Stack Foundations
- React, Node.js, TypeScript, Python
- PostgreSQL, Redis
- GraphQL, REST APIs
Mobile & Edge
- React Native, Flutter
- Swift, Kotlin
- On-device inference where required
AI as Copilot — Not Replacement
Our philosophy is deliberate: AI amplifies human expertise; it does not replace judgment, accountability, or domain knowledge.
Human Judgment
Strategy, ethics, creativity, and accountability stay with people.
AI Amplification
Pattern recognition, retrieval, automation, and predictive signals.
Shared Outcomes
Faster delivery, sharper decisions, higher productivity, and measurable business impact.
Who This Is For
Organizations that need reliable, production-ready AI systems — not experimental demos.
CTOs and VPs of Engineering evaluating production AI initiatives
Heads of Digital Transformation and Innovation
Healthcare, TPA, HMO, and Insurance operations leaders
Product leaders building AI-powered platforms in regulated industries
Organizations that need reliable AI — not experimental demos
Related Solutions
Ready to Build Production AI?
Looking for a partner that combines deep enterprise engineering experience with real production AI systems? Contact ZAAX to discuss custom LLM integration, RAG architecture, AI agents, or workflow automation for your environment.
Global Support: India • UAE • KSA • USA