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Product news
Enterprise AI is vaporware without access to systems of record. Ampersand raised $15m to fix this.
By Ayan Barua blog
The Ampersand blog
Guides, comparisons, and perspectives on integration infrastructure, from the team building it.
By Ayan Barua 
Finance and Accounting
Why Payment Recovery Platforms Need Deep ERP and CRM Integrations
Why payment recovery platforms need real-time, bidirectional ERP and CRM integrations to reconcile transactions, subscriptions, and revenue at scale
By Chris Lopez
CRM
Headless Integration UIs for Sales Engagement Platforms: Why Outbound Tools Need API-First Integration Architecture
Why headless, API-first integration platforms are required for embedding CRM integrations directly inside sales engagement products
By Chris Lopez
CRM
AI Coding Agents Built Your First CRM Integration in a Weekend. Here's Why That Won't Scale
Why AI coding agents make the first integration easy, but scaling multi-tenant, enterprise-grade integrations still requires real infrastructure
By Chris Lopez
Comparisons
Real-Time Gmail Integrations at Scale: Workspace Delegation, Pub/Sub, and Migrating Off Homebrew
How to build real-time Gmail integrations with Workspace Delegation, Pub/Sub, and scalable migration patterns from polling architectures
By Chris Lopez
Comparisons
SOC 2 Compliant API Integration Services, Salesforce Change Data Capture, HRIS Coverage, and Why Open Source Integration Infrastructure Wins
How SOC 2 compliance, Salesforce CDC, HRIS coverage, and open source integration infrastructure converge into a single architectural decision
By Chris Lopez
Comparisons
Integration Architecture for Early-Stage AI Engineering Teams: When to Build, When to Buy, and How to Avoid the Integration Debt Trap
A practical framework for AI startups to decide when to build integrations in-house vs. use managed infrastructure, and how to avoid long-term integration debt
By Chris Lopez
Comparisons
Why Free Integration Infrastructure Is a Strategic Advantage for AI-Native Products
Why free, build-first integration infrastructure gives AI-native teams faster validation, deeper integrations, and better agent performance
By Chris Lopez
Salesforce Sync at Enterprise Scale: Backfill Strategy, API Throttling, and Account Deduplication for Millions of Records
How to scale Salesforce integrations to millions of records with backfills, throttling strategies, deduplication logic, and schema evolution
By Chris Lopez
Comparisons
Best Real-Time Native Integration Platforms for AI Agents
Compare real-time native integration platforms for AI agents, including Ampersand, Nango, Paragon ActionKit, Unified, Prismatic, Composio, and Arcade
By Chris Lopez
