Integration & RevOpsBuy vs. build: when a custom integration actually pays off
Off-the-shelf connectors are the right default. Here's how to tell when your case is the exception that justifies building.
#Integration#Architecture#API1 min read
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Integration & RevOps
Data & AIWhere GenAI actually saves your ops team time
Skip the moonshots. The durable wins are boring, repetitive, low-stakes tasks with a human check at the end.
#AI#Automation1 min read
Data & AIWhat is MCP? How to connect AI to your real systems
The Model Context Protocol lets an AI assistant safely use your systems — look up an order, update a record — instead of just talking about them. Here's what it is and how connecting one works, without the code.
#MCP#AI3 min read
Integration & RevOpsFormAssembly → Salesforce: the mapping mistake that silently drops leads
Your form submits, the connector says success, and the lead never lands. Here's the field-mapping trap that swallows records without an error.
#FormAssembly#Salesforce#Integration2 min read
Data & AICluster your data with K-Means before you over-engineer a model
Before you reach for a neural network, see what a simple clustering pass tells you. Often the structure was obvious and cheap all along.
#Data#Machine Learning#Analytics2 min read
PlatformsYour CRM isn't the problem — your lifecycle definitions are
Before you migrate platforms or blame the tool, get four teams to agree on what a lead, an MQL, and an opportunity actually mean.
#CRM#Operations2 min read
Integration & RevOpsWhen to hire fractional vs. full-time RevOps
A framework for deciding whether your next revenue-operations hire should be a full-time seat or a senior operator a few days a week.
#Fractional#RevOps#Leadership2 min read
Data & AIDefine the metric before you build the dashboard
Half of 'the numbers don't match' problems aren't data problems — they're two people using the same word for two different calculations.
#Data#Analytics#BI1 min read
Web & AccessibilityAuto-generate alt text at scale for WCAG and SEO
Hundreds of images with empty alt attributes is both an accessibility failure and a missed SEO signal. Fix it at scale without a manual marathon.
#Accessibility#WCAG#SEO1 min read