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TECHNOLOGY
LLMs • RAG Service ID: #ai-automation

AI & Automation

Custom LLM integrations, retrieval-augmented generation, and automated workflows.

Python OpenAI / Claude LangChain pgvector FastAPI Celery HuggingFace
SLA Standard
Production Grade
ACTIVE
Inference Latency Sub-second Streaming
Privacy Standard Zero Data Retention
Model Compatibility OpenAI, Anthropic, Local LLMs
IP Assignment 100% Proprietary Prompts & Code
Service Architecture & Blueprint

Engineering Overview

Production-ready artificial intelligence integration, vector retrieval, agentic workflows, and semantic automation suites.

Our team executes ai & automation with dedicated agile pods comprising tech leads, senior engineers, and QA automation specialists. Every line of code is peer-reviewed, verified through strict static analysis, and deployed via automated CI/CD pipelines.

01

Custom Vector RAG Pipelines

Domain-specific semantic search over your private documentation, databases, and unstructured enterprise files.

02

Autonomous Agent Workflows

Multi-step AI agents with tool-calling capabilities that automate customer support and document processing.

03

Guardrails & Hallucination Defense

Strict output validation schemas, confidence scoring, and fallback handlers to prevent hallucinations.

Standard Deliverables & Handover

Upon sprint completion, you receive complete enterprise-ready assets with no vendor lock-in.

✓ Scalable FastAPI inference service with token streaming and rate limiting.
✓ Vector database schemas with automated chunking and embedding pipelines.
✓ Admin evaluation dashboard with human-in-the-loop feedback mechanisms.
✓ Complete data privacy runbook ensuring zero training on client proprietary data.
Ready to deploy sprint team?

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