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Applied AI engineering

Here’s the short version.

Open any point

We’re applied AI nerds.

We love figuring out how AI can solve a problem someone deals with every day. Give us a slow process or a tool you wish existed and we’ll work through it with you.

We build agents, applications, and the connections to your existing systems that make them useful.

ONE EXAMPLEA job from your inbox
An email comes in

A request, an address, a few missing details.

AI prepares the job

Find the details. Flag what needs checking.

Your team checks it

A work order, ready in the tool you use.

We’ve spent years building AI.

We’ve worked in AI, machine learning, and software engineering for years. We test systems against real examples, measure what they get right, and investigate what they miss.

You get software built for daily use, with a record of what happened and monitoring that helps us catch problems early.

THE ENGINEERING KITHow we check our work

  • Evaluations

    Test on real examples.

  • Reliability

    Keep a fallback ready.

  • Audit trails

    Trace each decision.

  • Measurement

    Track quality and cost.

We keep your AI up to date.

Hone Edge uses the map we keep of your workflows and systems. When a new model or tool appears, we check where it could help and test promising changes.

You get a short email with the likely benefit, cost, and our recommendation. You approve any change.

Reviews and proposals are included in ongoing support. Implementation is scoped separately.

Hone EdgeEXAMPLE EMAIL

TO Your teamFor your review

Testing a new model for email routing.

A decision model could handle your inbox categories. We’d test whether it can match your current system at a lower cost.

WHAT STAYS

Your inbox, categories, and routing rules.

WHAT CHANGES

The model that chooses the category.

We’ll compare accuracy and cost on your past emails, then send you the results and a price for the change.

You decide whether we go ahead.Hone

You save money and stay in charge.

We build tools that make the work easier and cheaper to do. We agree what to measure before we build, so you can judge the result.

You choose the priorities and approve the work. We handle the engineering and maintenance, and you keep the code, data, and infrastructure.

Start with a conversation. Discovery is free.

WHAT WE WORK TOWARDAgreed before we build

Less repetitive work

Give your team time back.

Lower running costs

Spend less on day-to-day use.

You stay in control

You set the priorities.

You keep the code, data, and infrastructure.