Enterprise Intelligence

AI Solutions backed by
Engineering Rigor.

We deploy production-grade AI systems that solve real business problems. From Autonomous Agents using LangChain to secure RAG pipelines for your proprietary data.

Core Capabilities

Our AI engineering practice focuses on three pillars: Automation, Analysis, and Interaction.

Autonomous Agents

Intelligent workers built on LangChain that can plan, execute API calls, and complete complex multi-step workflows autonomously.

RAG Pipelines

Retrieval-Augmented Generation systems connecting LLMs to your vector databases (Pinecone/Weaviate) for hallucination-free answers.

Custom LLMs

Fine-tuning foundation models (Gemini, Llama 3) on your specific domain data to capture your brand voice and industry terminology.

Computer Vision

Automated quality control and object detection pipelines for manufacturing and logistics sectors.

Predictive Analytics

Turning historical data into future insights using regression models and time-series forecasting.

Process Automation

Replacing brittle RPA scripts with adaptive AI agents that handle unstructured data and edge cases.

The Architecture

Anatomy of an AI Agent

We don't just "prompt" models. We architect systems. An effective AI agent requires memory, tools, and a planning engine to function reliably in a corporate environment.

The Brain (LLM)

Gemini 3.0 Pro or GPT-4o handles reasoning and planning.

Long-term Memory

Vector stores allowing the agent to recall past interactions and company knowledge.

Tools & Actions

Direct integration with your ERP, CRM, and internal APIs to perform tasks.

/logs/agent_execution.log
[10:00:01]User:"Summarize the Q3 financial report and email it to the board."
[10:00:02]Agent:Planning steps...

1. Tool Call: retrieve_document("Q3_Financials.pdf")

2. Action: vector_search(query="net profit analysis")

3. Action: generate_summary(context=chunks)

4. Tool Call: send_email(to="board@company.com")

[10:00:08]System:Task Completed Successfully.
Our Toolkit

Best-in-Class Infrastructure

LangChain
Agent Orchestration
Gemini 3.0
Multimodal Models
Pinecone
Vector Database
Python
Core Engineering
TensorFlow
Model Training
HuggingFace
Open Source Models
Docker
Containerization
FastAPI
High Perf APIs
Enterprise Grade

Security & Data Privacy

We implement strict data governance protocols. Your proprietary data is never used to train public models. We deploy within your VPC or on-premise to ensure complete data sovereignty.

Data Isolation

Zero-retention policies for API calls and isolated vector stores.

PII Redaction

Automated pipelines to scrub Personally Identifiable Information before processing.

Private Deployments

Open source models (Llama 3, Mistral) deployed on your own private GPU clusters.

Ready to automate your workflow?

Schedule a technical discovery call to discuss how AI Agents can be integrated into your existing infrastructure.

Book Technical Discovery
AI & Machine Learning | elitics.io - Intelligent Solutions