Notes from the inside of real AI infrastructure.
What we ship for customers, what works, what does not, and the patterns we keep seeing across enterprise teams adopting Claude.
CRM pipeline reports: a quarterly revenue forecast from data you already have
Open deals, their stages and your close history already sit in the CRM. Nobody puts them together. Claude builds a sober quarterly estimate on request and shows which deals the number rests on.
Company data and AirPods: what you can handle by voice, and who gets access to what
The earbuds are just a microphone and a speaker. What matters is which company systems Claude can reach, and whose permissions it uses when you ask on the way to a meeting.
Company data and your AIS: connecting an in-house system to Claude
Plenty of companies run on their own agenda system that only a few people really know. Here is how a small MCP server turns it into a source of answers for the whole team, with the permissions of whoever is asking.
Company data and an AI system: four layers that have to fit together
The model, the connection to your data, permissions, and the place it all runs. A plain-language explanation of why a chat window is not enough and what turns it into a system a company can trust with its data.
CRM reports for the finance team: how much money is coming before the invoice exists
Sales sees open deals in the CRM, finance only sees invoices once they are issued. When Claude reads both with one person's permissions, the revenue estimate for the next few months stops being a guess.
CRM reports on lost deals: why deals fall through and at which stage
The reason for every loss is written in your CRM, but nobody reads those reasons together. Claude connected to your CRM tells you where deals fall through, with whom and why, and each salesperson sees only what they have rights to.
CRM sales performance reports: who closed what, in one sentence
How many meetings, how many offers, how many signatures, and whose deals are stuck. When Claude reads the CRM directly, it builds a team performance overview in a minute, and each lead sees only their own team.
CRM customer reports: what support sees before sales does
Who wrote three times this month, what they bought, whether their contract is about to end. Support asks Claude in plain language and gets the answer from the CRM, with their own permissions and no waiting for an export.
Company data and AI: what the contract must say before your data leaves
Where the data lives, who can reach it, and what happens to it when the relationship ends. Five questions a contract should answer clearly, and why running on your own infrastructure makes them simpler.
CRM reports for marketing: which campaigns brought in real deals
Clicks and leads live in the ad platform, signed deals live in the CRM. Connecting the two shows what the company pays for and what actually earns it money, without anyone building spreadsheets.