ENTERPRISE APPLIED AI & AUTONOMOUS AGENT ENGINEERING

Custom Enterprise AI Systems Engineered for Zero Hallucinations.

Move beyond fragile ChatGPT wrappers. ZAVRYN architects private enterprise RAG pipelines, autonomous multi-agent workflows, and custom fine-tuned LLMs with sub-300ms inference, private vector search, and bank-grade data security.

Commission AI Sprint → WhatsApp AI Director (+91 89450 62708)

120+

Agents Deployed

99.4%

Accuracy Rate

<240ms

Edge Inference

100%

Data Privacy

LIVE AI ENGINE TELEMETRY BENCHMARK

Hallucination & Accuracy

99.4% Verified

Vector Grounded

Inference & Token Latency

240 ms

Streaming SSE Active

Data Privacy & Guardrails

Zero Retention

SOC2 / HIPAA Ready

Vector Retrieval Window

Hybrid RAG

Dense + Sparse Embeddings

OpenAI GPT-4o & Claude 3.5 Sonnet Integration

Open-Source Llama 3 & Mistral Fine-Tuning

Hybrid Vector RAG (Pinecone, Qdrant & Milvus)

LangChain, LlamaIndex & CrewAI Agent Frameworks

Python, FastAPI & PyTorch Microservices

Real-Time Streaming Server-Sent Events (SSE)

Strict PII Anonymization & NeMo Guardrails

Next.js & React AI Visual Dashboards

Multi-Modal Vision & Whisper Voice Agents

OpenAI GPT-4o & Claude 3.5 Sonnet Integration

Open-Source Llama 3 & Mistral Fine-Tuning

Hybrid Vector RAG (Pinecone, Qdrant & Milvus)

LangChain, LlamaIndex & CrewAI Agent Frameworks

Python, FastAPI & PyTorch Microservices

Real-Time Streaming Server-Sent Events (SSE)

Strict PII Anonymization & NeMo Guardrails

Next.js & React AI Visual Dashboards

Multi-Modal Vision & Whisper Voice Agents

ENGINEERING EXCELLENCE

Architected for Zero Hallucinations & Absolute Privacy.

We build mission-critical enterprise AI systems where accuracy, latency, and data security are strictly non-negotiable.

PILLAR 01

🧠

Grounded RAG Pipelines & Zero Hallucinations

We connect your proprietary company knowledge bases, PDFs, databases, and APIs using dense vector embeddings and re-ranking models, guaranteeing 99.4%+ factual accuracy with verifiable citations.

Hybrid semantic & keyword vector search
Automated source citation attribution
NeMo Guardrails against prompt injection

PILLAR 02

🤖

Autonomous Multi-Agent Orchestration

Deploy collaborative AI agents that research, plan, execute multi-step tool calls, and review their own work before delivering output to human operators.

Dynamic tool & REST API execution capabilities
Self-correcting feedback verification loops
85% reduction in manual back-office tasks

PILLAR 03

🛡️

Air-Gapped Data Privacy & Enterprise Security

Complete control over your intellectual property. Zero training on customer inputs, encrypted vector embeddings, self-hosted local model deployments, and HIPAA/GDPR compliance.

100% private cloud or on-prem deployment
Automated PII data redaction filters
SOC2, HIPAA & ISO 27001 compliant architecture

ENTERPRISE AI SUITES

Bespoke AI Architecture for High-Growth Enterprises.

From custom RAG knowledge assistants to autonomous multi-agent pipelines, we build AI solutions that deliver immediate ROI.

📚

ENTERPRISE RAG

Custom RAG & Knowledge Assistants

Grounded AI assistants capable of querying 500,000+ internal documents, manuals, and ERP databases with instantaneous factual citations.

✓ 99.4% Audited Response Accuracy

⚡

AUTONOMOUS OPS

Autonomous Support & Ops Agents

24/7 intelligent conversational agents that resolve 78% of support tickets, query live databases, and process complex refunds or bookings.

✓ 78% First-Contact Resolution

💻

AI-FIRST SAAS

Bespoke Generative AI SaaS Platforms

Full-stack AI-first web applications built with Next.js, Python FastAPI, streaming token output, Stripe billing, and user auth.

✓ Rapid 3-Week MVP Delivery

🔧

MODEL FINE-TUNING

Custom LLM Fine-Tuning & Weights

Fine-tuning open-source weights (Llama 3, Mistral, DeepSeek) on your company's proprietary domain jargon, legal contracts, or medical records.

✓ 4x Lower Token Costs vs GPT-4

📄

DOCUMENT INTELLIGENCE

Intelligent Document Extraction (OCR)

Multimodal models that parse messy PDF invoices, KYC documents, medical scans, and receipts into structured JSON schemas in seconds.

✓ 99.8% Extraction Precision

🎙️

VOICE & MULTIMODAL

Conversational Voice & Vision Agents

Sub-500ms voice conversational bots powered by Whisper and ElevenLabs for outbound call qualification, booking, and real-time audio transcription.

✓ <450ms Voice Response Latency

DEPLOYED IMPACT

Audited ROI Delivered for Forward-Thinking Brands.

Real numbers, verified automation hours, and transformative business outcomes.

HEALTHCARE CLINICAL SAAS

OmniHealth Care

Physicians spent 4.2 hours daily manually summarizing patient intake notes and researching clinical trial literature.

Engineered a HIPAA-compliant custom RAG system with local Llama 3 fine-tuning and automated EHR integration.

-74%

Documentation Time

100%

HIPAA Compliance

FINTECH & ALGORITHMIC TRADING

TradeMatrix Financial

Inability to process 20,000+ daily regulatory filings and earnings transcripts fast enough for automated trading alerts.

Autonomous multi-agent pipeline monitoring SEC filings, generating structured sentiment summaries and webhook triggers in <3s.

18x

Faster Insights

₹42Cr

Capital Routed

SUPPLY CHAIN & LOGISTICS

Ziva Logistics

Customer service overwhelmed with 15,000 daily parcel tracking inquiries and repetitive courier claims.

Autonomous AI resolution agent integrated directly into WhatsApp hotline and courier backend database APIs.

82%

Auto-Resolved

₹35L/mo

OpEx Reduced

THE ZAVRYN ADVANTAGE

Amateur Wrapper Agency vs ZAVRYN Enterprise AI.

Compare the engineering realities before trusting your enterprise data to novice prompt wrappers.

Architectural Dimension

Generic ChatGPT Wrapper Agency

ZAVRYN Enterprise AI Architecture

Data Privacy & Model Grounding Security of intellectual property and internal files

✕ Public OpenAI API with zero grounding (PII leaks)

✓ Private Hybrid Vector RAG with strict data isolation

Hallucination Prevention & Fact-Checking Accuracy verification of generated responses

✕ Raw prompts without fact verification (High error rate)

✓ NeMo Guardrails & citation attribution (99.4% accuracy)

Inference Latency & Token Streaming Response speed across mobile and web clients

✕ 4–8 second blocking responses causing dropoffs

✓ Sub-240ms edge streaming with real-time SSE tokens

Autonomous Tool & API Execution Ability to execute tasks in external software

✕ Static text-only chat with zero action capability

✓ Multi-agent tool calling (APIs, databases, CRMs)

Model Ownership & IP Protection Independence from third-party vendor lock-in

✕ 100% dependent on commercial third-party API tiers

✓ Fine-tuned open-source weights with 100% code ownership

AI ENGINEERING LIFECYCLE

From Data Scaffolding to Production Autonomous Agents.

A rigorous 5-stage sprint methodology that ensures factual accuracy, data privacy, and measurable business ROI.

STEP 01

Feasibility & Data Pipeline

Data ingestion strategy, cleaning pipelines, and accuracy metric benchmarks.

STEP 02

RAG & Vector Embeddings

Chunking strategy, vector DB setup, and prompt evaluation framework.

STEP 03

Agent Tool Calling & Logic

LangChain/LlamaIndex integration, custom APIs, and guardrail rules.

STEP 04

Fine-Tuning & Red-Teaming

Adversarial prompt injection testing, latency tuning, and quantization.

STEP 05

Production Scaling & Ops

Docker/Kubernetes setup, LangSmith observability, and live monitoring.

99.4%

Factual Accuracy Rate

<240ms

Edge Token Latency

78%

Support Deflection Lift

Data Privacy Leakage

GET IN TOUCH WITH AI ARCHITECTS

Request an Enterprise AI Sprint Proposal.

Submit your AI project goals below. Our machine learning architects will analyze your data pipelines, evaluate model trade-offs, and outline a fixed-cost deployment roadmap.

✓

Complimentary technical AI feasibility & architecture audit

✓

Direct WhatsApp channel with Head of AI Engineering

✓

Milestone-based delivery agreements & accuracy benchmarks

✓

100% intellectual property & proprietary model weights ownership

Your Full Name *

Work Email *

Phone / WhatsApp Number *

Company / Project Name *

Solutions Needed

Custom RAG & Knowledge Bot Autonomous Support Agents Generative AI SaaS App Custom Model Fine-Tuning Document Intelligence / OCR Voice & Multimodal Agents

Project Scope / Model Scale

Target Launch Timeline

Technical & Data Notes (Optional)

CLEAR ANSWERS

Frequently Asked Questions.

Everything you need to know about commissioning an enterprise AI application with ZAVRYN.

How do you prevent hallucinations in enterprise AI applications?

We employ a strict Retrieval-Augmented Generation (RAG) framework paired with NeMo Guardrails. Before generating an answer, the model performs hybrid semantic vector search against your verified company knowledge bases, retrieves exact text chunks, and is constrained to answer solely based on the retrieved context with explicit citations.

Will our proprietary company data be used to train public AI models?

No, never. We utilize enterprise API agreements with zero-data-retention clauses (OpenAI Enterprise, Anthropic, AWS Bedrock) or deploy fully self-hosted, air-gapped open-source models (such as Llama 3 or Mistral) inside your own Virtual Private Cloud (VPC) where your data never leaves your perimeter.

Can you deploy local open-source models on our private cloud or on-prem servers?

Yes. We frequently deploy and quantize state-of-the-art open-source LLMs (Llama 3, Mistral, DeepSeek) on private AWS EC2 (g5/p4 instances), Google Cloud GPU clusters, or on-prem NVIDIA DGX hardware via vLLM or Ollama for total compliance.

What is the difference between simple prompt engineering and custom RAG?

Simple prompts are static and limited by model context windows, making them prone to fabricating answers when asked about complex company data. Custom RAG indexes millions of words into vector databases, dynamically queries the most relevant passages in real time, and synthesizes answers with source verification.

Can your AI agents take autonomous actions inside our CRM or ERP systems?

Yes. Using function calling and multi-agent frameworks (LangChain / CrewAI), our agents can authenticate with your REST APIs to update Salesforce records, query SQL databases, send automated emails, generate PDF invoices, or execute webhook triggers safely.

Do we have 100% intellectual property ownership of the models, code, and pipelines?

Yes, 100%. All custom Python code, Next.js frontend code, prompt templates, fine-tuned model weights, and vector database schemas developed during your sprint are fully transferred to your company upon sign-off with zero recurring agency license fees.

Deploy High-Velocity Enterprise AI That Transforms Your Operational Margin.

Automate complex workflows, empower your workforce with verifiable knowledge retrieval, and build defensible AI-first capabilities that put you years ahead of your competitors.

Commission AI Sprint → Chat on WhatsApp (+91 89450 62708)