← SERVICES/ENGINEERING DISCIPLINE 03

AI Development

Custom AI software systems, LLM model orchestration, autonomous multi-agent pipelines, and proprietary vector RAG infrastructure.

THE APPROACH

What ZYVONE Builds in AI Development

We engineer artificial intelligence as an invisible operational layer, not a marketing gimmick. ZYVONE builds custom AI applications, deterministic extraction models, and multi-agent workflows embedded directly into your software system.

OPERATIONAL FRICTION SOLVED

The Problems We Eliminate

PROBLEM #1

Generic AI chatbots that hallucinate false information and fail to connect with company data sources.

ZYVONE Solution: Deterministic RAG (Retrieval-Augmented Generation) pipelines anchored to verified vector databases and strict JSON schemas.
PROBLEM #2

Manual data triage where staff waste hours reading and categorizing incoming inquiries, documents, or emails.

ZYVONE Solution: Automated AI classification agents that parse unstructured text into strongly typed database records in milliseconds.
ENGINEERING MODULES

Core System Capabilities

01

LLM Orchestration & Prompt Architecture

OpenAI GPT-4o, Anthropic Claude, and open-source Llama model pipelines with structured JSON output.

02

Retrieval-Augmented Generation (RAG)

Vector databases (Pinecone, Qdrant, Pgvector) for semantic search over proprietary docs.

03

Autonomous AI Agents

Multi-step agent workflows executing conditional decisions, API calls, and automated database updates.

04

Fine-Tuning & Model Integration

Custom embeddings, domain-specific classification models, and private API proxies.

TECHNICAL STACK

Technologies & Architecture Standards

OpenAI APIAnthropic ClaudePythonTypeScriptLangChainPineconePgvectorNext.js

Ready to engineer your ai development system?

Discuss architectural specifications directly with ZYVONE founders. We build permanent digital infrastructure.

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