AI performance and engineering
Make your existing AI and software work betterReliable, faster, easier to run.
If your AI is unreliable, expensive or stuck in pilot, or your product code struggles to scale, we diagnose the cause and fix it.
Where you might be
Does this sound familiar?
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Your AI gives answers that people stop trusting.
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Costs or response times grew faster than usage.
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Another vendor built it and you want an independent view.
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Your product code slows down as users are added.
What we do
The work in this service
Evaluation and reliability
We build tests that show how the system behaves on real cases, then fix what fails.
Cost and speed
We find where money and time go and change the design to reduce both.
Architecture and code review
We read the code and the design, and report what to keep, change or replace.
Scalability
We find the limits of the current system and remove them in priority order.
How it works
How an engagement runs
- 1
Scope
You give us read access to the system, its code and any known problems.
- 2
Diagnose
We study the systems, data and processes involved and write down what we find.
- 3
Deliver
We design, build or fix the agreed work and show you the results as we go.
- 4
Hand over
Your team gets the documentation, the access and the explanation it needs to run it.
What you receive
What you get
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A diagnosis
What is wrong, how we know, and what it affects.
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Fixes or a fix plan
We apply the changes, or prepare them for your team in priority order.
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Before and after results
The same tests run on the old and the improved system.
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Operating notes
What to monitor and how to keep it healthy.
Questions
Questions about this service
Can you review work done by another vendor?
Yes. We state in the report who built what and what we reviewed, so you know the scope of our opinion.
Is this only for AI?
No. Code review, scalability and product code improvement are offered for software that is not AI related.
Will you rebuild everything?
Only when the evidence says that is the better choice. Most reviews end with targeted changes.
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