---
title: "Dagny | We build with your operators, not around them"
description: "Dagny partners with your operators to build, run and keep improving the systems your business depends on."
canonical: "https://dagnylabs.ai/"
last-updated: "2026-10-25T13:46:10Z"
---

# Dagny | We build with your operators, not around them

[HTML page](/)

# We build with your operators

Our experts work side by side with your team to build, run and keep improving the systems your business depends on.

[Book a call](/book-a-call)  [See customer results](/case-studies)

## Your AI build and run partner

 [How we work](/our-process)

### Find the opportunities that move your business forward

- We sit with your operators, map where time goes, and pick the first build.

 [See the blueprint stage](/our-process#blueprint)

### Turn your data into tools your team uses

- We build with your team and review each release together.

 [See the build stage](/our-process#build)

### Keep your applications dependable as your business grows

- We host, monitor and fix every system.

 [See the run stage](/our-process#run)

### Make each build smarter and more efficient

- We bring proven AI gains into your systems as they arrive.

 [See the compound stage](/our-process#compound)

## What our partners build with Dagny

 [All customer stories](/case-studies)

Finance operations

- Workflows

- Applications

- Rails

Niccolò Gloazzo Founder ![QBR Media](/images/case-studies/billing-operations/qbr-media.svg)“Dagny automated critical financial workflows - from new contracts and billing changes to invoicing and AR - with the accuracy and visibility we need to protect client trust. Invoice generation alone went from hours, sometimes days, to just 10–15 minutes.” [Read the full story](/case-studies/billing-operations)

- 250% Customer growth supported in under one year

- 10–15 min Invoice generation, previously hours, sometimes days; founder reported

- <5% of MRR Late or noncompliant payment exposure

Insurance brokerage

- Workflows

- Applications

Brian Riemer CEO ![Riemer Insurance Group](/images/case-studies/insurance-proposals/riemer-insurance-group.png)“What you’ve built is better than anything I’ve seen so far.” [Read the full story](/case-studies/insurance-proposals)

- <5 min Time per proposal, previously 60 minutes (client reported)

- Applied Epic Agency records connected to proposal work

- Dagny Parser Extracts coverage facts from unstructured carrier PDFs

Programmatic media / finance operations

- Workflows

- Applications

Davis Miller Controller ![Mogl](/images/case-studies/mogl-billing/mogl.svg)“Dagny made my month. I've solved the invoicing problem.” [Read the full story](/case-studies/mogl-billing)

- 40 hrs/cycle Spent on billing each cycle before Dagny, reported by Mogl

- >80% Of the billing work finished on the first live day, reported by Mogl

- Tenfold Less billing stress, reported by Mogl's finance team

## Build AI around your operators’ expertise

 [Meet Dagny](/about)

### Built with your operators

Your team shapes every release. We handle the build.

### A roadmap that keeps pace

We track what is new in AI and bring in what lowers your costs.

### Working in two weeks or less

A scoped first build, measured against one success metric

### Nothing to babysit

We host, monitor and fix every system.

### Each build gets easier

New work reuses the data and context already in place.

### Speed with precision

Startup pace, with AI agent testing and staged releases

## Field notes

 [All posts](/blog)

[### Rails behind Dagny’s Rails Inside the software factory that helps our team build, ship, and improve with AI.](/blog/rails-behind-dagnys-rails)  [### How a duplicate payment email led to Billing OS How a duplicate QuickBooks payment email led to a semi-autonomous billing system, built with finance operators, Agentic Athletes, and forward-deployed engineers.](/blog/how-a-duplicate-payment-email-led-to-billing-os)  [### How disagreement shapes our work at Dagny Different perspectives, candid feedback, and a shared concern for customer experience help us build better solutions together.](/blog/how-disagreement-shapes-our-work-at-dagny)

## Meet the founders

![Portrait of Will](/images/team/will-linkedin.jpg)

### Will

Managing Partner

Co-Founder  Agentic Athlete

Turns operational challenges into a clear plan for what to build

 [Book a call](/book-a-call)

![Portrait of Ali](/images/team/ali-linkedin.jpg)

### Ali

Managing Partner

Co-Founder  Forward-Deployed Engineer

Leads the engineering that turns that plan into working systems

 [Book a call](/book-a-call)

## What’s the first workflow you’d fix?

Tell us where your team gets stuck. We’ll discuss what a first build could look like.

 [Explore your 2-week POC](/book-a-call)