The Peliqan blog
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An AI agent on your CRM is a job that reads the CRM, decides what needs doing, and does it, without a person prompting each step. Most articles on the
ERP automation means letting software do the repetitive work inside your ERP instead of a person doing it by hand. Most guides stop at the workflow rules your ERP already
A Pipedrive dashboard turns the deals sitting in your CRM into a picture of what is actually going to close. Pipedrive builds one for you inside Insights, and for most
The Peliqan summer release is here. We rebuilt the Peliqan interface from the ground up: a cleaner, modern design, an AI assistant that understands what you are working on, big
CLI vs MCP is the wrong fight to pick as “which is better” – they win in different places. A direct CLI or SQL call is cheaper per operation and
API rate limits cap how many requests you can send to a system in a given time. AI agents hit them faster than people do, because one question can trigger
A history table keeps a dated record of how your data looked over time, instead of only its latest state. Without one, a status change overwrites the old value and
A semantic model is a written-down layer of meaning on top of your raw data: it says what “revenue” means, how tables connect, and what each column actually holds. Without
Sync frequency is how often you copy data from a source into your warehouse. Set it too low and your AI agent answers from stale data; set it too high
MCP security means five practical things: give the AI a limited key you can switch off, control what it can see at the database level, assume it might read a
Entity resolution is the work of recognizing that a CRM account, an accounting debtor, a support organization and a billing customer are the same real-world company – and giving that
Multi-client reporting is how accounting and ERP practices answer one question across every client book at once – overdue receivables, VAT filings at risk, declining margins – without logging into
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