Now in early access

Fewer runs.
Better formulations.

Alfraido learns from your experimental data, then predicts the formulations and parameters most likely to hit your targets.

Start for free
See how it works
alfraido.com/project_worksheet
Alfraido dashboard screenshot

Built for your industry

Cement
Clinker / SCM blends, admixture dosing
Concrete
Mix design, cost and CO2
Specialty Chemicals
Coatings, adhesives & other
Cement
Clinker / SCM blends, admixture dosing
Concrete
Mix design, cost and CO2
Specialty Chemicals
Coatings, adhesives & other
Cement
Clinker / SCM blends, admixture dosing
Concrete
Mix design, cost and CO2
Specialty Chemicals
Coatings, adhesives & other
Cement
Clinker / SCM blends, admixture dosing
Concrete
Mix design, cost and CO2
Specialty Chemicals
Coatings, adhesives & other

Machine learning without the complexity

You don't need to be a data scientist to harness the power of machine learning.

Predictions, with realistic uncertainty

Alfraido shows predicted outcomes alongside confidence levels. You can see where the model is reliable and where more data is needed.

Navigate trade-offs across objectives

When multiple objectives matter, Alfraido maps the trade-offs so you can choose the formulation that fits your actual priorities.

Constrained recommendations

Set limits on inputs and outcomes. Alfraido only recommends experiments that meet your constraints.

Everything your team needs, in one place

Structured experiment logging and workload tracking for teams. No Excel files back and forth.

Shared projects, real-time updates

Invite your team, and collect data in a collaborative and structured workflow.

Bulk import from your existing data

Already have results in a spreadsheet? Import them in one go. You can hit the ground running with your historical data.

Full experiment history

Every test run is stored and searchable. Nothing gets lost in email threads or personal notebooks.

From your first ingredient to your best formula

Three straightforward steps. No ML background needed — Alfraido handles the math while you focus on the chemistry.
01

Set up your project

Define your ingredients (variables), what you're trying to achieve (objectives — think strength, stability, cost), and any limits you can't cross (constraints). Takes about 10 minutes.

Continuous, discrete, or categorical variables all supported
02

Log your experiments

Add results as you run them — one at a time or in bulk via spreadsheet import. Your whole team can contribute, and every entry feeds the model.

CSV bulk import included on all plans
03

Optimize and predict

Alfraido builds a machine learning model from your data and suggests the most promising formulas/processes to test next. You can also ask it to predict outcomes for any new combination — before you run it.

Multi-objective Pareto front included

Simple, transparent pricing

No surprise fees. No locked-in annual contracts on the starter plan.

Tester/Student

$0
per month
  • No credit card required
  • 2 objective optimizations
  • 2 new projects per month
  • 1 collaborator
  • 500 seconds of compute
Get started for free!
Best Value!

Team

$149
per team
per month
  • Unlimited projects
  • Unlimited collaborators
  • 10,000 seconds of compute
  • Multi-objective optimization
  • Expenses management
  • Task and workload management
  • Priority support
Get started

Enterprise

Custom
talk to us
  • Everything in Team plan
  • SSO & advanced access controls
  • Audit logs
  • Dedicated onboarding
  • Bespoke personalization
  • Custom contracts & invoicing
  • Dedicated account manager
  • Custom compute quota
Common questions

Something else on your mind? Drop us a line — we actually reply.

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.
Ask us anything

Give it a try, for free!.

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.

Create a free account