AI-Native Development · Los Angeles

AI-native development in Los Angeles. Software designed around agents, not bolted onto them.

We build products where AI is the architecture, not a feature flag. Agentic workflows, retrieval, evals and cost controls, shipped to production for Los Angeles teams. Not a demo. A system your engineers own.

Trusted by teams across Australia, North America and beyond

Scentre GroupTFE HotelsOrdermentumoOh!mediaChapter HealthEnergizlyP.CheeTellMeBaby

Sound familiar?

Why Los Angeles teams call us.

AI work in Los Angeles runs on content and customers: search and tagging across huge media libraries, personalisation for direct-to-consumer brands, and agents that take the grind out of production and support. It has to respect rights, talent agreements and brand voice.

Los Angeles is where entertainment, e-commerce and aerospace meet. Studios with vast content libraries, direct-to-consumer brands and defence suppliers all want AI that ships, not slides.

"We bolted a chatbot onto our product. It works in the demo and falls over with real users."
"Everyone says add AI. Nobody can tell us what to build, what it costs to run, or how we would know it works."
"Our prototype has no evals, no guardrails and no observability. We cannot ship it and sleep."
"Our token bill keeps climbing and we cannot tell which features or models drive it."
"We need an agent that does real work across our systems, not a wrapper around one prompt."

What we do

What an AI-native build actually includes.

Every engagement starts with a 30-minute call. If we cannot tell you something useful in that window, we do not take the work on.

01

AI-native architecture

We design the product around the model: where AI sits, where plain code sits, and where a human stays in the loop.

02

Agentic workflows

Agents that take real action across your systems, with safeguards that stop anything expensive or irreversible.

03

Retrieval that grounds answers

Chunking, hybrid search and re-ranking, plus the evals that prove answers come from your data.

04

Evals and observability

Tracing and quality monitoring, so regressions are caught before your customers find them.

05

Model routing and cost control

The large model where it earns its keep, smaller ones where it does not, and budgets wired in from day one.

06

AI UX that builds trust

Streaming, citations and graceful failure, so people trust the feature instead of abandoning it.

Outcomes

What good looks like.

We measure ourselves on what your team does differently afterwards, not on hours billed.

2 weeks

From idea to an evaluated, working prototype your team can test with real data.

Evals

Every AI feature ships with evals and tracing, so quality is a number you watch.

30 to 60%

Typical inference cost reduction once model routing and caching are in place.

In-repo

Code lands in your repository with your engineers, not in a vendor sandbox.

How we engage

Three ways to start. All begin with a call.

Prices in USD
Start

AI-Native Sprint

Two weeks to a working, evaluated prototype of your highest-value AI feature, with the architecture documented. Fixed scope, fixed fee.

from US$10K

Get a proposal
Build

AI-Native Build

Six to ten weeks to a production AI feature or product: agents, retrieval, evals, observability and cost controls, in your repo.

from US$50K

Get a proposal
Embed

Embedded AI team

A squad that builds alongside your engineers and leaves them able to run it. Two to four days a week, quarterly outcomes.

from US$12K/mo

Get a proposal

Compliance and data

Built for US rules from day one.

We design for HIPAA where health data is in scope, the NIST AI Risk Management Framework, and state privacy law such as CCPA and CPRA.

We are headquartered in Sydney and work with Los Angeles teams remote-first, in your timezone, with on-site visits for kickoff and key milestones when needed.

USA checklistUSD
HIPAA
NIST AI RMF
CCPA / CPRA
FedRAMP (public sector)
US cloud regions by default, with data, prompt and log flows documented for your security review.

Also in Los Angeles

Other ways we help Los Angeles teams.

Fractional CTOCTO Advisory & Fractional CTO in Los AngelesArchitecture, hiring, vendor calls and a technology story your board and investors will back.Explore →Enterprise ArchitecturePlatform Development in Los AngelesAPIs, data platforms, cloud and reliability, built so you scale instead of re-platforming next year.Explore →USAEverything we do in the United StatesServices, cities and pricing in USD across the country.Explore →

Questions

What Los Angeles teams ask.

Straight answers to what Los Angeles teams ask before they book.

Are you based in Los Angeles?

We are headquartered in Sydney and work with Los Angeles teams remote-first, in your timezone, with on-site visits for kickoff and key milestones when needed. We work with teams across Santa Monica, Culver City, Downtown LA and Playa Vista.

How fast can you start?

A two-week AI-Native Sprint can start the Monday after the scoping call. Larger engagements usually begin one to two weeks out.

Do you work in USD and to US rules?

Yes. We contract and price in USD. We design for HIPAA where health data is in scope, the NIST AI Risk Management Framework, and state privacy law such as CCPA and CPRA.

Which models do you build on?

We are model-agnostic: Claude, GPT, Llama and open-weight models, routed on cost and capability. We do not resell one vendor's stack.

Do you hand it over, or keep us dependent?

We hand it over. Code lives in your repo, the architecture is documented, and your team can run and extend it without us.

Can you work with rights-managed content?

Yes. We build with clear data provenance, respect licensing and talent terms, and keep your content out of public model training.

Can AI keep our brand voice?

Yes. Style guides, examples and evaluation suites keep every output on brand, with a human approving anything public.

Do you actually build, or just advise?

Both, and we never advise without being willing to build. If the answer is Apache Superset, we stand it up. If it is a senior hire, we write the spec and sit on the panel.

Start a conversation

Talk to us about Los Angeles.

Tell us what you are weighing up. We reply within one business day, in Los Angeles time.

We reply within one business day.

What can we help with?
We only use your details to reply.