Nanonets Blog | AI Agents for Enterprise Data Processing

Context Graphs vs Vector RAG vs Raw Context - Agentic memory benchmark

We benchmark context graphs against other methods of agentic memory, and discuss what each method got right and wrong.

Context graphs: how AI agents remember why decisions were made

We explain why agents need to capture decisions, how context graphs achieve this, and how agents can use these graphs.

SAP Sapphire 2026: The Complete Breakdown

All 25 announcements from Orlando, what's actually shipping vs. what's marketing — and what it means for the document and data foundation of the autonomous enterprise. SAP's Sapphire 2026 in Orlando was the most AI-dense keynote in the company's history. Christian Klein didn't u

Claude for Legal Teams: Contract Review, Compliance and Due Diligence

See how the Claude legal plugin helps in-house legal teams with contract review, compliance scanning, due diligence, obligations tracking, and drafting.

Vibe Coding Best Practices: 5 Claude Code Habits for Better Agentic Coding

Learn 5 practical vibe coding best practices for Claude Code and coding agents: CLAUDE.md, planning, review agents, safer prompts, and diff review.

AI Benchmarks Explained: GPQA, SWE-bench, Chatbot Arena and What They Actually Measure

Learn what MMLU, GPQA Diamond, SWE-bench, HealthBench, and Chatbot Arena actually measure, and how labs game benchmark scores.

Why AI-Native IDP Platforms Outperform ABBYY and Kofax in Modern Document Workflows

Evaluating IDP vendors? Compare Nanonets vs ABBYY and Kofax across architecture, operating model, and TCO to see why AI-native wins for IDP.

Why You Hit Claude Limits So Fast: AI Token Limits Explained

Learn what AI tokens are, why Claude hits limits fast, and how to cut waste from context windows, history, files, tools, and reasoning.

Did Google's TurboQuant Actually Solve AI Memory Crunch?

Google’s TurboQuant promises 6x KV-cache compression. Here’s what it means for AI memory, HBM demand, and the broader memory crunch.

Claude for Finance Teams: Investment Banking, DCF Models, Reconciliation & Variance Analysis

A practical guide to using Claude for investment banking materials, comparable company analysis, DCF models, month-end reconciliation, and variance commentary, with screenshots, setup steps, and honest caveats.

AI Agent Hacks McKinsey: 5 Situations When You Should Not Deploy Agents

McKinsey hacked in 2 hours. 5 situations where AI agents will fail. Production permissions, regulated data, legacy systems—check before deploy.

Are OpenAI and Google intentionally downgrading their models?

Yes, OpenAI and Google degrade their models. OpenAI admitted silent updates after denying it. Gemini redirects models. With full evidence.