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Notes from the AI enablement frontier

MCP, RAG, legacy modernisation — written for the people actually putting AI on top of enterprise systems.

Timeline diagram showing procurement connected to asset lifecycle as one continuous system

Asset Management Procurement MCP Procure-to-Pay 10 min read

Precoro vs Procurify Alternative: An Asset-Lifecycle-Native Platform for AI Agents

Compare Precoro, Procurify, and an asset-lifecycle-native platform that owns procurement and post-purchase asset management in one tenant.

Diagram comparing HubSpot, Pipedrive, and an AI-native CRM on free tier, MCP access, and shared Access Control

CRM AI-Native CRM MCP Sales Ops 11 min read

HubSpot vs Pipedrive Alternative: An AI-Native CRM Built for Claude and ChatGPT

Compare HubSpot, Pipedrive, and an AI-native CRM built into your AI Assistant's tenant. Honest pricing, MCP access, and governance breakdown.

Illustration of an MCP server connecting an enterprise system to AI assistants

MCP Enterprise AI 11 min read

What Is an MCP Server, and Why Enterprises Should Care

Model Context Protocol turns your internal APIs into tools Claude, ChatGPT and Cursor can use safely. Here's the enterprise view.

Diagram contrasting three paths to AI on SAP data: SAP's own Joule/BTP path, a hand-built MCP server, and a pre-built connector

SAP MCP Legacy ERP Enterprise AI Agent Governance 11 min read

SAP AI Integration: Connect Claude to SAP in Minutes

Add AI to SAP without migrating to S/4HANA. Connect Claude to your existing SAP data, including ECC, via MCP in just three steps. No credit card required.

Radial diagram showing MCP Apps at the center with Anthropic, OpenAI, Lovable, and Artificial Wit as four spokes, Artificial Wit labeled as the governed option

MCP MCP Apps Agent Governance Enterprise AI Industry News 12 min read

MCP Apps for Enterprise: The Governed Alternative to the Marketplace

MCP Apps for enterprise, explained: skip the marketplace, keep your access controls, and render interactive UI on internal APIs. Sign up free, no card.

Diagram showing a support query retrieving from docs, tickets, and CRM, then returning a cited answer

AI for Customer Support RAG Enterprise AI 10 min read

AI for Customer Support: Grounded Answers, Not Guesses

AI for customer support means grounded, cited answers pulled from docs, tickets, and CRM data, not guesses. See how it works and connect your stack free today.

Diagram of a custom API tool registered on an MCP endpoint, rendering as a live artifact in Claude

MCP Interactive Artifacts Enterprise AI 11 min read

Turn Your API Into an MCP Tool for Live Artifacts

Turn your API into an MCP tool Claude can call and render as a live form, dashboard, or tracker, not just text. See the 3-step setup, then sign up free.

Illustration of scattered enterprise data systems connecting into one governed hub, queried by an AI layer

Enterprise Data Management Data Governance Legacy AI 12 min read

What Is Enterprise Data Management? A Practical 2026 Guide

What is enterprise data management? It's how you govern, integrate, and secure data across every system. See how AI fits in, no migration required.

Diagram showing an MCP tool's input argument schema generating a form, table, and chart automatically

MCP MCP UI Interactive Artifacts Enterprise AI 10 min read

What Is MCP App UI? Dynamic Forms From a Tool's Schema

Tired of hand-building a form for every MCP tool? MCP App UI generates forms, tables, and charts straight from the tool's schema. See it in action free.