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Product engineering

Build, modernize, and improve your software.

Turn an important initiative into working software. Develop a new application, improve an inherited system, or keep an established product moving forward.

Illustration of a delivery plan built by Baybloom: releases on a steady cadence, each with tests, a security review, and deployment, while a legacy system is retired in phases.

New applications

Turn the business idea into a useful first release.

Define the users, the task, and the decisions the application supports. Work through the screens and dependencies before committing to a large feature list.

The first release should let someone complete a meaningful task. Design, implementation, testing, and rollout all contribute to that result.

Existing software

Improve the product without losing what works.

An inherited application may contain years of useful business logic. Assess the code, data, dependencies, and release process before deciding what to replace.

Modernization can proceed in focused steps: strengthen a shared foundation, replace one workflow, or improve a difficult interface while preserving continuity.

Modernization in phases

Replace what you have outgrown without stopping the business.

  1. AssessWhat to keep, what to replace
  2. FoundationShared data, access, releases
  3. Workflow 1First process moves over
  4. Workflow 2Next process moves over
  5. RetireLegacy switched off
Legacy systemNew systemReplacement in phases, with the business running throughout.

How we work with you

Start with the work your business needs.

Define the right application, deliver a focused project, or continue improving the software your team already relies on.

Define

Discovery and a clear scope

Work through the business problem, the existing systems, and what a useful first release needs to do.

What the work can include

  • Map the workflow with the people who use it
  • Identify roles, exceptions, and system dependencies
  • Explore the application through screens or a prototype
  • Define priorities and a practical delivery plan

Best when: The problem is clear, but the application and delivery scope still need definition.

Build

A focused software project

Design and build a defined application or workflow, from the first useful task through rollout.

What the work can include

  • Turn business requirements into working software
  • Connect the application to the systems it depends on
  • Review progress against agreed acceptance criteria
  • Prepare testing, migration, and release together

Best when: You need a partner to deliver an application or a substantial improvement.

Improve

Continued engineering

Keep developing the software as your business, users, and connected systems change.

What the work can include

  • Prioritize improvements against business needs
  • Extend workflows and develop new capabilities
  • Maintain integrations as their dependencies change
  • Address reliability and product feedback after launch

Best when: The software is in use and needs ongoing product and engineering work.

Discuss your project

Delivery and ownership

Keep the product decisions close to the engineering.

A roadmap is a set of choices about what matters now. We connect those choices to implementation: what the release includes, how it will be reviewed, and which dependencies or data changes need attention.

For an existing product, the first useful work may be understanding its behavior and strengthening its release process. For a new application, it may be testing a proposed workflow before investing in the whole system. The approach follows the product’s condition and the business objective.

Continued development should build on what the team learns from real use. New features, reliability work, and changing integrations belong in a shared set of priorities with clear responsibility for each release.

What we build

Software we build in this area.

Greenfield product builds

Web and mobile applications designed and built from a defined first release, for products that customers or internal teams rely on.

Legacy application replacement

Phased replacement of aging applications, moving one workflow at a time while the existing system keeps the business running.

Inherited codebase stabilization

A review of code, dependencies, infrastructure, and release process, followed by the fixes that make an inherited application safe to change.

Performance and reliability work

Profiling slow screens, queries, and background jobs, then addressing the causes along with the monitoring that shows whether they stay fixed.

AI features in existing products

Search, summarization, drafting, and classification added to an application where they improve a real user task and can be evaluated.

Platform and framework upgrades

Moving applications off unsupported frameworks, languages, or hosting onto maintained foundations, with tests guarding the behavior users depend on.

Scope and price

What shapes the scope and price.

Every project is priced from a written scope. These are the factors that move it most.

Health of the current codebase

Missing tests, outdated dependencies, and undocumented behavior add assessment and stabilization work before new features can be built safely.

Data migration complexity

Moving records from an older system means mapping, cleaning, validating, and reconciling data, and the effort grows with its age and inconsistency.

Continuity requirements

Keeping the current system running during a phased replacement adds work on parallel operation, cutover planning, and rollback options.

Breadth of the product surface

The number of user types, platforms, and features in the first release sets most of the design, build, and testing effort.

Project questions

Before you build.

Decisions worth discussing before committing to a new application.

Can you take over an existing application?

Yes, starting with a technical and product assessment. Access to the code, infrastructure, documentation, and current team helps establish the application’s condition and a sensible handover plan.

Do we need to rewrite everything?

A rewrite is one option, not the default. We look for components and business behavior worth retaining. Targeted changes or a phased replacement can be more appropriate than rebuilding the entire system at once.

Can you work on a defined part of our roadmap?

Yes. We agree with you on the boundary of the work, the dependencies, and how it will integrate with your team’s review and release process. A focused engagement can address a specific application or product capability.

What happens after the first release?

We review what users are doing, resolve issues, and prioritize the next changes. Continued engineering can cover product improvements, reliability, and evolving integrations under an agreed scope.

How do you decide what to modernize first?

We rank parts of the application by the business risk they carry and the value of changing them: fragile areas people depend on, workflows that slow the team down, and dependencies that are no longer supported. The first release addresses the most important of those that can ship safely as a unit.

Can you add AI features to our existing product?

Yes, where a feature improves a real task and its output can be evaluated. We start with representative examples, define what a good result looks like, and build the feature with checks, fallbacks, and review. A feature ships once it meets the quality bar agreed in the scope.

Will our users need retraining after a modernization?

Usually less than expected. Phased releases keep familiar workflows recognizable while improving the parts that cause friction, and each release comes with documentation for what changed. Where a workflow changes substantially, we plan the transition with the people who use it before it goes live.

Let’s talk about your business

What needs to work better?

Bring the workflow, the product idea, or the system your team has outgrown. We’ll show you what we would build and what it would take.

Start with a conversation.

Tell us what you are trying to achieve, what is getting in the way, and what you already have in place.

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