AI & Autonomous Systems Practice.
Production-grade autonomous agents, multi-agent swarms, RAG pipelines, and enterprise automation engines.
We engineer deterministic, secure, and production-hardened AI systems. From closed-loop autonomous agents that execute multi-step business goals to sub-second vector search architectures and intelligent OCR extraction, Gexart turns bleeding-edge AI models into measurable operational velocity.
What You Receive In Every Engagement.
Every practice is executed by senior architects and developers with zero junior outsourcing. All deliverables include full source code and complete IP ownership.
Autonomous Agent & Swarm Orchestration
Closed-loop perception-reasoning-action loops built on LangGraph and custom state machines. Agents dynamically plan, call external APIs, evaluate interim outputs, and self-correct trajectory deviations.
Enterprise RAG & Hybrid Vector Pipelines
Multi-tenant vector search indexing millions of documents with pgvector, Qdrant, and Cohere rerankers. Incorporates recursive chunking, metadata filtering, and semantic deduplication.
Document Intelligence & Multimodal OCR
Sub-second parsing of invoices, legal agreements, and unstructured PDF records into strict JSON schemas with confidence scores and automated human-in-the-loop fallback gates.
AI Voice & Real-Time Telephony Agents
Ultra-low latency (<500ms TTFT) conversational voice bots integrated with Twilio, WebRTC, and custom speech-to-speech pipelines for customer support and automated dispatching.
Model Fine-Tuning & Quantization
Domain-adapted LoRA and QLoRA fine-tuning of open-source weights (Llama 3, Mistral, DeepSeek) optimized for private on-premise or sovereign VPC hosting via vLLM and TensorRT-LLM.
Guardrails & Prompt Injection Sandboxing
Enterprise defense architectures preventing indirect prompt injection, data exfiltration, hallucination drift, and unauthorized tool execution with cryptographically validated audit trails.
Modern Stacks Engineered For Scale.
We reject legacy bloat. Our engineering pods operate strictly on battle-tested modern primitives.
- LangGraph
- LlamaIndex
- PydanticAI
- Custom ReAct Engines
- PostgreSQL (pgvector)
- Qdrant
- Redis Vector
- Pinecone
- vLLM
- Ollama
- OpenAI / Claude 3.7
- DeepSeek
- TensorRT
- Langfuse
- OpenTelemetry
- Arize Phoenix
- Prometheus
Four-Phase Delivery Roadmap.
Predictable bi-weekly sprint cadences with continuous staging builds and transparent milestone gates.
Domain Audit & Data Ingestion
Data schema mapping, security boundary definition, and baseline accuracy benchmarking.
Agent Core & Vector Architecture
Building state machines, hybrid vector retrieval, and custom tool function-calling bindings.
Guardrails & Human-in-the-Loop
Integration of defense filters, hallucination traps, and manual review escalation workflows.
Production Hardening & SLA Cutover
Low-latency streaming optimizations, load testing, and enterprise CRM/ERP integrations.
Calculate Your AI & Autonomous Systems Sprint.
Select the specific modules required for your organization to preview instantaneous quotation estimates in ₹ INR / $ USD and projected sprint velocity.
Scope & Investment Estimator
Includes all code, tests, CI/CD pipeline, and 100% intellectual property ownership.
Direct quotation locked for 14 days • Zero obligation call
Practice Insights & Architecture FAQs.
Clear answers regarding intellectual property, security boundaries, sprint cadences, and integration.
Ready to deploy production AI & Autonomous Systems?
Partner with Gexart Technologies — India's premier engineering partner for autonomous systems, modern cloud backends, and bespoke enterprise platforms. Zero junior outsourcing, fixed bi-weekly sprint gates, and complete IP ownership.