Cassandra was right and no one believed her.Her twin Helenus, they did.
The cost, hours or risk of every quote, from your own history. Always with its margin of error and the quotes that back it up.
Validated on 266 real quotes before launch.
What do you need to know before you quote?
From your Excel to a quotebacked by evidence
Upload the Excel you already have
Quotes, hours, quality. Just as it is, with no preparation.
It finds what you can't see
Tell it which columns are results and it looks for hidden formulas and columns that give the answer away. It warns you before they inflate the accuracy.
It compares models and tells you whether to trust them
Cross-validation and a plain-language verdict: reliable or not, and why. If an exact figure isn't feasible, it recommends predicting by ranges.
The figure, with its range and similar quotes
How far to trust it and which past quotes back it up. As a PDF to attach.
A new quote, from start to finish
A batch of cream comes in. Helenus gives its cost with its range and says how far to trust it: 77 out of 100 past quotes fell inside theirs. Below, what weighs most in that figure.
Recorded on the real application, with a sample history. Shown in Spanish.
What should I review first? Just ask
It checks your data and models on its own: it flags the quotes that don't add up and tells you what to ask the team. Ask it in plain words and it answers with the exact rows of your history.
Local AI, on your server: your data never leaves the factory. Sample history. Shown in Spanish.
Not just a figure.Why that figure.
A new stainless steel part with six operations, in a sample machine shop. This is what Helenus returns, exactly as it appears on screen.
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The figure
€359. What it should cost, learned from what your past quotes really cost.
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Its range, and how far to trust it
Between €227 and €524. And not by eye: in 78 out of 100 past quotes the real cost fell inside its range.
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What weighs most
Which input moves the figure. Here, the number of operations far more than the material.
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The similar quotes behind it
The quotes in your history that most resemble it: what they cost and what the model said without having seen them. So you can defend the price in front of the customer.
And all of it in one PDF, ready to attach to the quote.
It tells you when to trust it.And when not to.
Every model is tested on quotes it did not see in training. That gives its average error and a plain-language verdict for each thing you estimate.
Quote with it. The figure and its range go straight into the quote.
Use it as a reference and check the range before settling on a price.
It tells you plainly and suggests predicting by ranges instead of a figure.
266 real quotesbefore launch
Tested on a real quoting history, with all its mess and its gaps.
72.5% accuracy
In cross-validation, across 251 quotes with tooling data. An 85/15 backtest is consistent with the validation.
2.4%
Confusing the lowest range with the highest. Absolute amounts omitted for confidentiality.
Your history is your edge.Don't hand it to someone else's AI.
The model trains and predicts inside your network. Neither the data nor the predictions travel to frontier models or anyone's servers. And if you ever leave Helenus, the model stays with you.
You start with a pilot.No lock-in.
Pilot
On your data, to see if it gets it right. Deducted from the implementation.
Implementation
The models are trained and live on your server.
Subscription
We retrain with your new data. Optional after the first year.
Prices exclude VAT. No per-user fee. See the details and FAQ
Try it with your own quotes
Tell us about your case and we'll show you how it would look with your own history. We reply within 24–48 hours.
Predicting well isn't guessing:it's looking at your history
Helenus estimates industrial jobs, but the idea works for everything: what happened says a lot about what's coming, within a margin of error. Lite is a set of free mini-apps built on that idea for your daily life and small business — on your phone, no account.
No sign-up · installs as an app
Your data stays on your phone
Do you quote jobs at your company? Helenus is above: the same idea at industrial scale, with your quotes and on your server.