---
title: "Software Engineering Services | Coyotiv"
description: "Product engineering, AI engineering, application takeover and modernization, automation and integrations, and mobile, native and embedded. Technical leadership, design and engineering to help you build, launch and keep improving your software."
url: https://coyotiv.com/services/
---

# Bring us what you’re working on.

You might have an idea to test, a product ready for its next release, or an application that’s become difficult to maintain. We bring technical leadership, design, and engineering to help you build, launch, and keep improving it.

[Let’s discuss your project](https://coyotiv.com/services/#book) [See our work](https://coyotiv.com/work/)

The life of a product.

1. [Product engineering](https://coyotiv.com/services/#product-engineering)
2. [AI engineering](https://coyotiv.com/services/#ai-engineering)
3. [Mobile, native & embedded](https://coyotiv.com/services/#mobile-native-and-embedded)
4. [Automation & integrations](https://coyotiv.com/services/#automation-and-integrations)
5. [Application takeover & modernization](https://coyotiv.com/services/#application-modernization)

Clients include

Chapter 1

## Build the product you have in mind.

Work with us to turn an idea into a prototype, develop an MVP, or add to a product your customers already use. We help define the scope, design the experience, and build the application and the systems behind it.

The work can include

- Product discovery
- Prototypes
- Interface design
- Web applications
- APIs
- Cloud delivery

Example

At Neol, we helped build the product, the engineering team, and the development practices behind an AI platform.

[Read Neol’s story](https://coyotiv.com/work/neol/)

[This chapter is Product engineering](https://coyotiv.com/services/product-engineering/)

Chapter 2

## Make AI part of a working product.

You need AI that can perform a useful task within your business. We build agent workflows, connect them to your data and tools, and develop ways to evaluate their performance and review what happened when something goes wrong.

The work can include

- Model integration
- Multi-agent architecture
- Retrieval and search
- Evaluation
- Auditable execution

Example

We replaced Klareda’s single-agent workflow with a traceable multi-agent architecture and enterprise HR integrations, enabling larger use cases.

[Read Klareda’s story](https://coyotiv.com/work/klareda/)

[This chapter is AI engineering](https://coyotiv.com/services/ai-engineering/)

Chapter 3

## Build for the device your customers use.

Your product may need a mobile app, native desktop software, or firmware running on hardware. We bring experience across these environments and the services they connect to.

The work can include

- iOS and Android applications
- Native applications
- Device integrations
- Embedded firmware

Examples

Dream Kid’s mobile storytelling product and our own native audio work with Taurus.

[See our products](https://coyotiv.com/products/)

[This chapter is Mobile, native & embedded](https://coyotiv.com/services/mobile-native-and-embedded/)

Chapter 4

## Make your systems work together.

When people spend time moving information between tools, the connections deserve attention. We build integrations and internal applications around the way your teams work, using the systems you already have where they fit.

The work can include

- API integrations
- Operational workflows
- Data synchronization
- Reporting
- Dashboards

Example

TheFreshener’s operations suite connects batch reports, Shopify orders, and ShipStation with warehouse and fulfillment workflows.

[Read TheFreshener’s story](https://coyotiv.com/work/thefreshener/)

[This chapter is Automation & integrations](https://coyotiv.com/services/automation-and-integrations/)

Chapter 5

## Get your existing software moving again.

Bring us the application you have: an older platform, a prototype that has outgrown its foundations, or a system your business depends on. We review how it works, identify the gaps, and plan and implement the changes it needs.

The work can include

- Code and architecture review
- Bug fixes
- Refactoring
- Platform and data migration
- Deployment
- Ongoing maintenance

Example

We took over TheFreshener’s complex, vibe-coded operations application, fixed its gaps, and brought it into production.

[Read TheFreshener’s story](https://coyotiv.com/work/thefreshener/)

[This chapter is Application takeover & modernization](https://coyotiv.com/services/application-modernization/)

Deliverables

## Know what you’re getting.

We agree on the scope and deliverables before starting. Depending on the project, these can include:

- A working prototype to test with users or stakeholders.
- A review of your existing application, with prioritized improvements.
- An application, feature, or integration developed and tested against agreed requirements.
- Deployment and data migration work to put the software into use.
- Documentation and working sessions to help your team understand and maintain it.
- A plan for continued development and support.

Engagement models

## How would you like to work together?

A · Complete project team

### A team for your project

Bring us a defined goal or work with us to shape it. We put together the technical leadership, design, and engineering the project needs and take responsibility for the agreed work.

B · Inside your team

### Engineers alongside your team

Bring us into an existing product team. We work with your engineers and stakeholders on selected features, architecture, or integrations, sharing decisions and reviewing the work together.

C · After launch

### Ongoing engineering support

Keep working with us after launch. We can maintain the application, add features, build integrations, and adapt the system as your business changes.

Need technical guidance first?[Explore consulting](https://coyotiv.com/consulting/)

Related work

## What changes when you work with us?

[See all our work](https://coyotiv.com/work/)

TheFreshenerPersonalized products and fulfillment

### An application the business could finally build on.

[Read the story, An application the business could finally build on.](https://coyotiv.com/work/thefreshener/)

HR technology and hiring

### One agent was doing too much.

[Read the story, One agent was doing too much.](https://coyotiv.com/work/klareda/)

Hotel booking platformTravel technology and long-term hotel stays

### A new foundation for the booking business.

[Read the story, A new foundation for the booking business.](https://coyotiv.com/work/hotel-booking-platform/)

Process

## Start with a conversation.

1. ### Understand the problem  
We discuss your product, users, existing systems, and what you need to change. If there is a codebase, we agree on what needs reviewing before planning the work.
2. ### Agree on the work  
Together, we define the scope, responsibilities, deliverables, and how we’ll evaluate the result. A focused review or prototype can help answer questions before a larger build.
3. ### Build and review together  
You see the work as it develops. We review progress with you, explain technical choices, and use feedback to guide the next steps.
4. ### Plan what follows  
Before launch or handover, we agree on the documentation, team knowledge, and continued support the product needs.

FAQ

## Frequently asked questions

### Do we need a complete specification before talking to you?

No. Bring the problem, an idea, or what you already have. We can help turn that into a scope of work or start with a prototype.

### Can you take over an application built by another team or with AI?

Yes. We start by reviewing the application and understanding how the business uses it. That gives us a basis for deciding what to keep, what to fix, and what may need replacing.

### Can you work with our existing engineers and tools?

Yes. We can join your team and work within your existing setup. Where a change would help, we discuss the reasons and tradeoffs with you.

### What happens after launch?

We can continue with maintenance, new features, and integrations, or prepare a handover to your team. We agree on the support arrangements as part of the engagement.

### How do you estimate the work?

We look at the scope, current systems, dependencies, and the people involved before proposing a team, timeline, and cost. Where important questions remain, we can start with a focused assessment.

Contact

## Tell us where you’re stuck—or where you want to go.

Share what you’re building, what already exists, and the help you need. We’ll work out a useful next step together.

- Startups Free architecture review
- Enterprises AI review
- School Apply for the next cohort
[hello@coyotiv.com](mailto:hello@coyotiv.com)