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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 
Comparisons
Best ATS Integration Platforms for AI Recruiting Tools
Compare the best ATS integration platforms for AI recruiting tools across real-time candidate updates, native ATS depth, field mapping, and agent access
By Chris Lopez
Comparisons
When MCP isn't enough: How AmpUp scaled GTM integrations from 10 to 50 and deleted 200,000 lines of code
How AmpUp scaled agentic GTM integrations beyond MCP by combining chat-shaped tool calls with continuous pull, field mapping, and multi-tenant integration infrastructure with Ampersand
By Chris Lopez
Best Marketing Automation Integration Platforms in 2026
Compare the best marketing automation integration platforms for Marketo, Klaviyo, Braze, Iterable, Customer.io, and Salesforce Marketing Cloud in 2026
By Chris Lopez
Comparisons
HRIS Integration Tools: A Buyers' Guide to Integrating with HR systems
Compare the leading HRIS integration platforms for Workday, BambooHR, Rippling, ADP, and Gusto across integration depth, write support, and schema flexibility
By Chris Lopez
Comparisons
How to Support CRM Custom Objects and Field Mapping at Scale
Why CRM custom objects, schema drift, and per-customer field mappings determine whether integrations scale beyond the first enterprise customer
By Chris Lopez
CRM
Real-Time CRM Sync: Architecture, Webhooks, and Bidirectional Data Flow
Learn what real-time CRM sync actually requires, from webhooks and deduplication to bidirectional conflict resolution and production-grade event processing
By Chris Lopez
Comparisons
Best Ticketing Integration Platforms in 2026
Compare the best ticketing integration platforms for Zendesk, ServiceNow, Jira, Intercom, and Freshdesk across real-time sync, AI agents, and field mapping
By Chris Lopez
Comparisons
Integration Infrastructure vs Unified APIs vs Embedded iPaaS: How to Choose the Right Layer for Native Product Integrations
A practical framework for choosing between integration infrastructure, unified APIs, and embedded iPaaS for building native product integrations
By Chris Lopez
Perspectives
Why MCP Servers Aren't Enough for Production AI Agents: Permissions, Aggregation, and the Snowflake Problem of Every CRM and ERP
Why MCP servers fall short for production AI agents and how permissions, aggregation, and per-tenant schema complexity require real integration infrastructure
By Chris Lopez
