Senior product engineering studio

Software that has to work in the real world.

Appalytical builds AI systems, mobile products, and the engineering behind them. We take on new builds, production problems, and software that has outgrown its first version.

Product system

Architecture through production

Senior-led

One team across the stack

The interface, intelligence, infrastructure, and release.

Product01

Scope and user experience

Intelligence02

Models, agents, and data

Software03

Mobile, web, and backend

Production04

Infrastructure and delivery

Selected teams and products

CATALYTE
GE Aerospace
IDEMIA
DriveTime
Divvy
Ingios Geotechnics
Scout to HuntScout to Hunt

Where we step in

Product, production, recovery, and growth.

The entry point changes from project to project. The work stays senior-led, close to the code, and accountable to a production outcome.

01

Build a product

Turn a product direction into software people can use. We handle the architecture, product surface, integrations, and delivery across AI, mobile, and web.

  • AI systems and agent workflows
  • Mobile apps and connected platforms
  • Internal tools and customer software
Discuss a new build
02

Get it production-ready

Move beyond the successful demo. We add the evaluations, observability, data flows, security, and deployment work that production exposes.

  • LLM integrations, RAG, and tool use
  • Evaluation and reliability systems
  • Cloud architecture and release pipelines
See production AI work
03

Rescue or modernize it

Take control of a stalled build, inherited codebase, or release process that has become too fragile. We find the real constraint and get the product moving again.

  • Codebase and architecture recovery
  • Blocked releases and critical fixes
  • React Native upgrades and modernization
See project recovery
04

Create demand

Build a repeatable way to reach the right prospects and turn interest into conversations. We connect the audience, message, campaign infrastructure, and follow-up.

  • Targeted prospect research and data
  • Outbound campaigns and landing pages
  • Lead routing, follow-up, and reporting
See lead generation

Featured build

Scout to Hunt works where the network doesn't.

A React Native product for hunters in remote terrain, with offline 3D maps, background GPS, encrypted local storage, and field statistics that keep working without cell service.

React NativeiOS and AndroidOffline-firstGPSEncrypted storage

A consumer product built for field conditions.

The product coordinates maps, location, background activity, and local data on devices that may be miles from a reliable connection. It is live on both major mobile platforms.

Scout to Hunt offline map view on iOSScout to Hunt statistics dashboard

Selected work

Products, platforms, and recoveries.

The industries change. The recurring work is technical ownership: understanding the system, making the hard calls, and shipping the result.

Mobile identity and credentials

Idemia

Rescued the iOS engineering process, split a monolithic SVN repository into Git, established unit testing, and built the CI/CD pipeline.

Drone operations platform

AirXos / GE Aerospace

Led R&D and React Native engineering for FAA-aware drone operations, mission coordination, and search-and-rescue support.

Expense management platform

Divvy

Led mobile engineering for real-time expense management and product integrations at what is now BILL Spend & Expense.

Law enforcement data suite

LENNS

Built a data operations hub that unifies agency systems, supports rapid case search, and automates situational alerts.

Field analysis software

Ingios Geotechnics

Built a field data collection and analysis platform used by geotechnical engineers away from the office.

Senior product engineering

Catalyte

Shipped mobile, web, and native macOS and iOS work for more than 10 enterprise clients as a senior subcontracted engineer.

How we work

Senior engineers stay close to the problem.

You work with the people making the architecture decisions and writing the software. The feedback loop stays short from the first conversation through release.

01

Start with the constraint

We get clear on the product, the existing system, and what is actually preventing progress.

02

Make the technical calls

We define the smallest credible path, surface the tradeoffs, and take ownership of the engineering decisions.

03

Ship and stay close

We deliver in working increments, test against real conditions, and keep production in the loop.

From the people in the work

What collaborators say

Nate is an exceptional developer who consistently demonstrates strong ownership capabilities throughout our projects. He consistently displayed a comprehensive skill set and delivered high-quality, performant, and effective solutions with care and precision. Nate has maintained a reliable and proactive work ethic, being quick and thorough in his communication, which makes him easy to work with and an outstanding technical resource.
Benjamin Miller
Benjamin Miller

Lead Principal Engineer, NiCE

Nate is a dynamic and versatile engineer. Great at working independently on R&D or as part of a team driving projects across the finish line. He picks up new stacks fast, writes clean code, and doesn't need hand-holding. He's been deep in AI development for the last 18 months, building with LLMs and agentic systems with tool calling and autonomous workflows. He was building this stuff before most engineers were paying attention. I look forward to working with him again.
Robert Stojanovski
Robert Stojanovski

Senior Fullstack Engineer, Thanx (formerly Clio, Catalyte)

Start with the hard part

Tell us what has to work.

Bring the product direction, the production problem, or the system nobody wants to touch. You'll talk directly with an engineer about the fastest credible path forward.

Talk through the project