Private LLMs, Enterprise RAG &
Custom AI Development.
We build proprietary AI systems, fine-tuned domain models, and private knowledge bases engineered specifically around your industry data and compliance constraints.
Off-the-Shelf AI Models Lack Context, Hallucinate, and Risk Data Leakage.
Generic consumer AI tools cannot accurately interpret company-specific acronyms, complex technical specs, or proprietary pricing schedules.
Sending sensitive internal records to public AI platforms exposes enterprises to regulatory fines, intellectual property leaks, and ungrounded hallucinations.
Private, Deterministic AI Architectures with Complete Data Sovereignty.
ZeroX builds custom AI solutions deployed within your secure infrastructure. We leverage advanced hybrid search (Vector + BM25 keyword matching) and reranking models to deliver source-attributed answers with near-zero hallucination rates.
Whether you need automated medical transcription, legal contract analysis, or an internal operations co-pilot, we engineer the system from data ingestion to user interface.
How the Data & Models Flow.
Every system is engineered as an enterprise-grade pipeline built for low latency, deterministic accuracy, and zero data leakage.
Semantic Parsing & Ingestion
Recursive chunking of PDFs, spreadsheets, databases, and Notion wikis.
Dense Vector Clustering
High-dimensional vector embedding stored in isolated pgvector or Qdrant indexes.
Hybrid Search & Cohere Rerank
Multi-stage context retrieval combining semantic proximity and exact keyword matching.
Strict System Prompts & Citation
Responses generated with direct citations linking to the exact source paragraph.
Where We Deploy This Capability.
Private Internal Knowledge Co-Pilots
Instant chat access for employees to query company SOPs, HR manuals, and engineering guidelines.
Automated OCR & Vision Intelligence
Extract structured metrics from complex blueprints, handwritten receipts, and industrial gauges.
Custom Domain Fine-Tuning
Fine-tune open-source models (Llama, Mistral) on proprietary industry terminology and formatting.
Predictive Operational Forecasting
Machine learning models that predict inventory stockouts, equipment failure, and cash flow cycles.
Direct API & Protocol Integrations
Zero-Downtime Deployment Lifecycle.
We build parallel to your existing operations in secure staging environments.
Data Audit & Privacy Scoping
We review your data sources, access permissions, and regulatory compliance standards (HIPAA, SOC2, GDPR).
Embedding & Vector Pipeline Setup
We build automated indexing scripts that continuously sync new documents as your team updates them.
Evaluation Benchmark & Guardrail Tuning
We test against standard RAG evaluation frameworks (RAGAS) to guarantee answer relevancy and zero leakage.
Interface Deployment & Integration
We deploy the AI into custom Next.js dashboards, Slack bots, or internal web portals for seamless team adoption.
Frequently Asked Questions
Engineering and commercial details for Custom AI Development..