Contributing Writer · Retrieval & Evaluation

Soraya Zheng

Contributing Writer, ASCENDING Inc

Soraya contributes the enterprise RAG pillar: chunking, re-rankers, evaluation. She covers the practical questions platform teams face when retrieval becomes the bottleneck. Her articles anchor the RAG and evaluation sections of the glossary.

Enterprise RAG
Re-rankers
Evaluation

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By this contributor

Articles by Soraya Zheng

18 articles published on the ASCENDING Blog

Jarvis AIGenAI 10-01-2026 · 6 min read

AI Skills vs. MCP Tools: What Should Your Team Govern?
Jarvis AI 10-01-2026 · 6 min read

Should We Build Our Own AI Agent Infrastructure or Buy It?
Jarvis AIData Analytics 10-01-2026 · 5 min read

Can Our Team Ask Questions About Business Data Without Writing SQL?
Jarvis AI 10-01-2026 · 5 min read

Can We Run a Company Knowledge Assistant in Our Own Cloud?
Jarvis AIGenAI 10-01-2026 · 6 min read

Customer-Hosted Glean Alternatives: What to Compare
GenAIJarvis AI 10-01-2026 · 5 min read

LLM Fine-Tuning Services: What Should You Receive?
Jarvis AIGenAI 10-01-2026 · 6 min read

How to Control MCP Tool Access with Microsoft Entra ID
GenAIJarvis AI 10-01-2026 · 5 min read

Switch AI Models Without Rebuilding Apps: What to Check
Jarvis AIGenAI 09-28-2026 · 7 min read

AI Insurance Eligibility Verification: A Workflow Guide
Jarvis AIGenAI 09-28-2026 · 8 min read

Automated Insurance Verification: Pros, Cons and ROI
GenAIJarvis AI 09-23-2026 · 5 min read

Private LLM Deployment: What Buyers Should Verify
GenAIJarvis AI 09-23-2026 · 5 min read

RAG vs. Fine-Tuning for a Private LLM
GenAIJarvis AI 09-15-2026 · 5 min read

Can AI Automate Business Workflows and Still Require Human Approval?
GenAIJarvis AI 09-15-2026 · 4 min read

AI Token Cost Tracking: Users, Teams and Budgets
GenAIJarvis AI 09-15-2026 · 4 min read

Amazon Bedrock Migration Assessment: A Buyer's Checklist
GenAIJarvis AI 09-15-2026 · 5 min read

Can We Add an AI Assistant to Our Employee Portal with Company Sign-In?
GenAIJarvis AI 09-15-2026 · 5 min read

Enterprise RAG: Metadata, Hybrid Search and Embeddings
Jarvis AIGenAI 09-03-2026 · 8 min read

Enterprise MCP Registry Architecture: Identity, Policy & Audit

Our contributors

Soraya Zheng

Articles by Soraya Zheng

AI Skills vs. MCP Tools: What Should Your Team Govern?

Should We Build Our Own AI Agent Infrastructure or Buy It?

Can Our Team Ask Questions About Business Data Without Writing SQL?

Can We Run a Company Knowledge Assistant in Our Own Cloud?

Customer-Hosted Glean Alternatives: What to Compare

LLM Fine-Tuning Services: What Should You Receive?

How to Control MCP Tool Access with Microsoft Entra ID

Switch AI Models Without Rebuilding Apps: What to Check

AI Insurance Eligibility Verification: A Workflow Guide

Automated Insurance Verification: Pros, Cons and ROI

Private LLM Deployment: What Buyers Should Verify

RAG vs. Fine-Tuning for a Private LLM

Can AI Automate Business Workflows and Still Require Human Approval?

AI Token Cost Tracking: Users, Teams and Budgets

Amazon Bedrock Migration Assessment: A Buyer's Checklist

Can We Add an AI Assistant to Our Employee Portal with Company Sign-In?

Enterprise RAG: Metadata, Hybrid Search and Embeddings

Enterprise MCP Registry Architecture: Identity, Policy & Audit

Other authors