Alfraido learns from your experimental data and predicts the formulations most likely to hit your targets.
You don't change how you run your experiments. But instead of dozens of trials, you reach results in just a few.
Takes a few minutes
Alfraido learns on your data
Set up your project
Define your ingredients (variables), what you're trying to achieve (objectives), and any limits you can't cross (constraints).
Takes 5 - 10 mins
Log Trial Results
Add results as you run them. Your whole team can contribute. Every result sharpens the next prediction.
Predict and Optimize
Predict outcomes for untested formulae. Find the ones most likely to improve your objectives.
Repeat
Optimization loop
turns until your objectives are met
confirm through lab testing
Takes a few minutes
01 Set up your project
Define your ingredients (variables), what you're trying to achieve (objectives), and any limits you can't cross (constraints).
Takes 5 - 10 mins
Optimization loop
turns until your objectives are met
02 Log Trial Results
Add results as you run them. Your whole team can contribute. Every result sharpens the next prediction.
Alfraido learns on your data
03 Predict and Optimize
Predict outcomes for untested formulae. Find the ones most likely to improve your objectives.
confirm through lab testing
Bring your team, structure your data, and put machine learning to work without hiring a data scientist.
Alfraido shows predicted outcomes alongside confidence levels. You can see where the model is reliable and where more data is needed.
When multiple objectives matter, Alfraido finds the best trade-offs (ie. Pareto front). You decide which one fits your priorities.
Set limits on inputs and outcomes. Alfraido only recommends experiments that meet your constraints.
Invite your team, and collect data in a collaborative and structured workflow. Every interraction and test run is stored and searchable. Nothing gets lost in email threads or personal notebooks.
Imagination is the only limit.
Cement
Balance clinker factor, SCM substitution, and grinding aid dosage against strength and water demand.
Concrete
Proportion binder, aggregates, and admixtures for strength and workability at lower cost and CO₂.
Paints
Hit hiding power, gloss, and flow while balancing pigment loading, VOC, and cost.
Specialty Chemicals
Uncover hidden relationships between your formulation parameters and the performances you want to achieve.
$ 0 per month
$ 149 per team / month
Custom talk to us
Not at all. Alfraido handles all the modelling for you. You supply the experimental data; Alfraido does the maths and surfaces the results in a way that makes sense for a formulator, not a data scientist.
Yes. You can upload a CSV file and map columns to your variables and objectives. If you have years of historical data sitting in a spreadsheet, that's a great starting point for the model.
Alfraido works for any formulation or blend development where you're adjusting ingredient ratios or process parameters to hit target properties — coatings, adhesives, cosmetics, food products, construction materials, specialty chemicals, and more.
The model improves with every data point, but it can start making useful suggestions with as few as 5–10 runs. You can also seed it with historical data to get a head start.
Your formulation data is private to your account and never used to train shared models. We store data securely and never share it with third parties.
Jul 19, 2026 · Optimization & R&D
A formulator should not have to become a trained data scientist to harness the full power of machine learning. You should not need to know what XGBoost, a neural network, or a random forest is to get results.
4 min read
Jun 14, 2026 · Optimization & R&D
Machine learning assisted materials formulation reads your past experiments results, uses advanced non-parametric modeling to find the underlying trends, then points you when it sees improvement in your objective variables.
2 min read
May 31, 2026 · Optimization & R&D
Almost always, formulation teams have to balance and optimize multiple metrics at once. You almost never have a single objective. Concrete mix design is no exception.
3 min read
No credit card needed. Set up a project, import your data, and see what the model thinks — in less time than it takes to plan your next batch.
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