Full training and evaluation
The model trained on your full data set and tested against the agreed measure.
Custom machine learning model development
A model trained on your data for one task, proven against a baseline before you rely on it.
For CTOs, product owners and data teams with their own data and a task they can measure.
Our custom machine learning model development starts by defining what good looks like as a number. We test existing models against it and train on your data only where that does better.
We review your business and contact you within one working day.
eORB Solutions Inc provides custom machine learning model development for CTOs, product owners and data teams with their own data and a measurable task. We define the measure, test existing models as a baseline, and train on your data only where it does better. Speed and running cost are agreed in writing, and your team stays in control.
When is a general-purpose model not accurate enough?
When it gets your task almost right, and almost right is not good enough. Your own data could close the gap, but no one is using it.
What does custom machine learning model development include?
The measure first
What good looks like, defined as a number before any training starts.
A baseline to beat
We show where existing models fall short on your task before we train anything.
Trained on your data
Images, text or sensor data, kept in your cloud account or one we set up in your name.
Fast and affordable to run
Response time and running cost agreed in writing, monitored, and kept on target through scheduled retraining.
Your first two weeks
By the end of week two you have the agreed measure, the baseline result and a first trained result on your own data. You see whether a custom model is worth pursuing before you commit further.
What comes after
Serving and monitoring
The model running at the agreed speed and cost, with its accuracy watched in production.
A retraining schedule
Regular retraining on new data, so accuracy holds as your business changes.
Integration into your product
The model connected to your applications through documented APIs.
Built for our clients and running today.
Most of our work since 2007 is under NDA. These three we can show.
Flagship delivery · Client under NDA
From impossible to possible: a story rebuilt as a platform people return to.
A subscription platform with an AI guide, a members' community and regional pricing, designed, engineered and launched by eORB.
KwikL · B2B software · United States
KwikL: a sales platform that finds ready buyers.
It reads a company's website, finds the businesses most likely to buy and helps the team reach them. Strategy, brand, product design and engineering by eORB.
Nth Origin · Media technology
Nth Origin: a film studio in the browser.
One place to take a film from first idea to final cut: script, storyboards, takes and master. Identity, product design and platform architecture by eORB.
Insights.
One business question a day from our team, plus longer notes on selling, brand and the systems behind them.
Latest article
WebGPU or WebGL: what we ship in 2026 and why
WebGPU is in every major browser, WebGL still reaches everyone. How eORB decides per project, with a fallback so no visitor sees a blank box.
Read the articleLatest comparisonBrowser 3D vs Unreal Engine vs video for a product launch
Reach, quality, cost and what the customer can do with it. When a configurator in a tab beats a film, when Unreal is worth it, and when video is still right.
Read the comparisonQuestions buyers ask
How much data do we need?
Often less than expected, but it depends on the task. We review a sample of your data before any commitment and tell you whether it is enough, what is missing and how to collect it. The first two weeks then test that view against a real result.
Where does it run, and who owns it?
It runs in your cloud account, or in one we set up in your name. You own the model, the code and the data from the first week, and your data trains only your model. Access and storage location are agreed in writing first.
What if an existing model is good enough?
Then we tell you, and you keep it. The baseline is there to make that call honestly before you spend on training. Some tasks are better served by an existing model with clear instructions and your documents, and we say so when that is the case.
Who stays in control?
Your team does. The model's results are monitored against the agreed measure, and people decide how its outputs are used in your product or process. If accuracy drifts below the agreed level, your team is alerted and the model is retrained or rolled back.
What does it cost?
It depends on scope. The main factors are the data, the task, how quickly the model must respond and the volume of requests it will handle. Share your website and we'll come back with a clear plan and a written estimate.
Start with the measure, then the model
Share your website and we'll come back with a written plan for the measure, the baseline and the first result.
Book a 30-minute callor write to hello@eorbsolutions.com