Every private equity firm we speak to runs some of the most sophisticated investment operations in financial services, and almost all of them do their quarterly reporting in Excel. A senior analyst spends three to five weeks each quarter pulling data from the fund administrator,...
We replaced a seven-field form with a single sentence. Consultants type what they worked on — or import their Outlook calendar — and an AI assistant creates the time entry. The MVP was built in about 80 hours of development time using Claude Code, runs...
At the end of a long day, I was on zoom with my friend and coworker Austin. We were debating approaches to a feature where users could input scheduling for a forecasting app. Austin: But each time they start to input a row, that's going to cost them...
Last post, I built a chatbot that could answer any question about the InterWorks employee handbook. It worked well. Ask about parental leave in Germany, get the actual policy, cited, instantly. But a few weeks in, I noticed something: most of the questions people actually...
Another month, come and gone. Jeez, and what a month it was. In my personal life, I absolutely will not miss August 2026. Sayonara, arrivederci, adios to that accursed month. The "-ber" months are here, and I for one am grateful. In my professional life, however,...
In Part 1, Part 2 and Part 3 of this series, I made the case that data transformation is a leadership challenge first and a technology challenge second, and that the organizations that get it right are the ones that invest as much in the...
If you've ever typed something into Claude and gotten back a response that was technically “correct” but not at all what you meant, welcome to the club. It’s one of the most common questions I get from folks who are new to using AI in...
This July, InterWorks held its first company-wide Volunteer Week, giving teams around the world an opportunity to spend time supporting causes that matter to their local communities. Because this was the first time we had organized the event across the company, we wanted to understand...
I describe my previous job as “wildly unfulfilling.” My work didn’t feel like it was appreciated or mattered much. With hopes of finding something better, I brushed back up on my web development skills that I learned back in high school. Along the way, I...
An AI agent connected to Snowflake will answer almost any question put to it. Whether that answer is grounded in something real, or in whatever data the agent could reach with the least friction, is a separate question, and for most organizations today it hasn't...
Snowflake CoWork is the current name for what was, until June 2026, called Snowflake Intelligence. The rebrand wasn't just a new label: The product expanded at the same time, from a chat window for asking questions about your data into a personal work agent. More...
Every private equity firm we speak to runs some of the most sophisticated investment operations in financial services, and almost all of them do their quarterly reporting in Excel. A senior analyst spends three to five weeks each quarter pulling data from the fund administrator,...
There's a shift happening in analytics that I've been watching closely. The ask used to be "Can you build a dashboard?" which has now morphed into "Can you build a dashboard that's fast, cost-efficient, scalable and doesn't quietly drain our compute budget every time someone...
Interworks GmbH
Ratinger Straße 9
40213 Düsseldorf
Germany
Geschäftsführer: Mel Stephenson
Kontaktaufnahme: markus@interworks.eu
Telefon: +49 (0)211 5408 5301
Amtsgericht Düsseldorf HRB 79752
UstldNr: DE 313 353 072
