---
title: "Our Process | Dagny"
description: "Unify your data and systems, then build applications and AI workflows on shared business context. Start with a free two-week proof of concept."
canonical: "https://dagnylabs.ai/our-process"
last-updated: "2026-10-25T13:46:10Z"
---

# Our Process | Dagny

[HTML page](/our-process)

# Better workflows start with connected data

Dagny connects your systems and builds with your operators, turning their ideas into solutions that fit your business.

[Explore a free two-week POC](/book-a-call)

## Build your first proof in two weeks

- Find the opportunity

- Plan with your experts

- Establish access

## From a first proof to an ongoing partnership

### Find the opportunities that move your business forward

- Map workflows and data with your operators.

- Agree your first proof and success measure.

### Turn your data into tools your team uses

- Connect your systems and build a working solution.

- Test assumptions together and agree the roadmap.

### Keep your applications dependable as your business grows

- Run dependable solutions on your infrastructure or  [Dagny Rails](/platform/rails) .

- Monitor and improve as your needs evolve.

### Make each build smarter and more efficient

- Reuse connected data and context to build faster.

- Expand across teams with proven AI advances.

## Your partnership, in plain sight

See what’s happening and what’s next in Rails OS.

### One shared plan

Your priorities, with progress you can see

### Build, review, ship

Follow each update from first build to shipped.

### Usage you can count

Build Units delivered and committed, month by month

### Billing in one place

Your subscription and every invoice, a click away

### Your team’s workspace

Invite your team to collaborate on the projects you build with Dagny.

### Always up to date

Statuses come straight from our delivery system. Nothing to chase.

 [See real use cases](/case-studies)

## The first workflow becomes a foundation for the next

New builds reuse your connected data and business context.

### Dagny Solutions

Our operators and engineers build around your team’s priorities.

 [Explore our solutions](/services)

### Dagny Rails

Managed authentication, hosting, and monitoring keep your solutions dependable.

 [Explore Rails](/platform/rails)

### Dagny Tools

Dagny’s tools help your team work and build alongside us.

 [Explore Tools](/platform/tools)

## See how the partnership works in practice

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

Customer success operations

- Data & Integrations

- GTM Systems

Director of Customer Success High-Growth SaaS Company “Our team struggled with a legacy product that was more work to audit than the intended benefits. Dagny's solution is more flexible and addressed our pain points directly, all in the matter of weeks from our initial scoping.” [Read the full story](/case-studies/customer-health)

- 2 weeks Scope to solution

- Postgres Native data foundation

- Shared Technical + operational ownership

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

 [Explore customer case studies](/case-studies)

## What could your team build on connected data?

 [Explore a free two-week POC](/book-a-call)