The Predictor: Your Smartest Route
to Synthesis
Accelerate Synthesis Planning with AI‒Powered Retrosynthesis Predictions
Smarter Chemistry Starts with Smarter Planning
What is the Predictor?
Your AI Copilot for Retrosynthesis and Route Planning
The CovaSyn Predictor is a next-generation retrosynthesis tool designed to streamline your early-stage chemical planning. Trained on proprietary high-resolution flow data, our AI model delivers reaction route suggestions and optimal conditions with unmatched accuracy.
Built for Chemists, by Chemists: Tailored for both academic and industrial environments, from small-scale synthesis to process development.
Driven by Data, Not Guesswork: All predictions are based on actual experiments—no scraped literature or theoretical assumptions.
Fully Web-Based: Use the Predictor directly in your browser. No installation, no IT overhead, just results.
Graph showing predictive mean, confidence interval, observed data points, and suggested decisions, with t-SNE reduced reaction parameters on the x-axis and yield on the y-axis.
Why Choose the Predictor?
Designed to Solve Your Planning Bottlenecks
Cut Planning Time in Half
Spend less time searching databases or guessing routes. Predictor helps you make decisions faster.
Better Predictions, Earlier Success
The Predictor suggests viable reaction pathways with matching conditions—based on real-world data.
Informed Chemistry, Less Frustration
Stop wasting time on reactions that were doomed to fail. Our model helps you choose the most promising routes first.
No more theory-only tools. Plan routes that actually work—in the lab, not just on paper.
Who is the Predictor for?
🎓
Academic researchers
planning complex organic synthesis
⚗️
Process chemists
optimizing early-stage routes
🚀
Startups and CROs
needing speed and precision
🧑‍🔬
Lab managers
who want reproducible, high-yield reactions
Coming Soon: Choose Your Ideal Plan
Starter
coming soon
net per month
Ideal for single user

☑️ Route predictions
☑️ 1 user
☑️ Project folders
☑️ Prediction dashboard
☑️ Training access
Team
coming soon
net per month
Ideal for teams up to 5 users

☑️ All Starter features
☑️ Up to 5 users
☑️ User management
☑️ Team collaboration
Enterprise
on request
Ideal for larger R&D departments

☑️ All Team features
☑️ >5 users
☑️ Custom integrations
☑️ API access
☑️ Dedicated support
Key Features
Smarter Retrosynthesis, Backed by Real Data
3D surface plots comparing two datasets, displaying performance metrics with color gradients and axes labeled as Component 1, Component 2, and performance values.
Flow-Trained AI Engine
Our model is trained on proprietary flow reaction data with full context—enabling highly accurate and specific predictions.
Real-Time Predictions
Upload your input and get instant suggestions for viable synthetic pathways.
Condition-Specific Output
Get not just the route, but exact parameters: solvent, temp, conc., time, etc.
Visual Path Analysis
See stepwise predictions in a clean, navigable interface.
No Installation Needed
Fully cloud-based and accessible from anywhere.
SMILES Input Support
Add molecules quickly and precisely with SMILES codes.
How the Predictor Works
From Input to Prediction in 4 Steps
1. Define Your Target Molecule
Upload the structure or provide SMILES input.
2. Set Your Parameters
Optional: specify constraints like desired reagents, time, or yield.
3. Receive Suggested Routes
Our model analyzes your input and flow-trained knowledge base.
4. Select and Use
Choose a proposed route and use it to plan your next experiment.
No guessing. Just better routes, faster.
Why Work with CovaSyn?
Automation by Chemists. Built for Chemistry.
CovaSyn combines domain knowledge in chemistry with automation engineering and software development.
We know how chemists work—and how to make processes better.
Ready to innovate? Let’s make every reaction count.
Multidisciplinary Team:
Chemists, engineers, automation specialists and AI developers.
Flexible Setup:
From no-code to full-code solutions—tailored to your IT and compliance context.
Chemistry-Native Thinking:
We understand both reaction sequences and sales funnels—because both are workflows.
FAQ
1. What exactly does the Predictor do?
The Predictor suggests viable synthetic routes and optimal reaction conditions for your target molecule—based on high-quality, real-world flow reaction data.
2. How is it different from tools like SciFinder or Reaxys?
Unlike literature-based tools, the Predictor is trained on structured, experimental data generated in-house. That means fewer gaps, higher reproducibility, and suggestions grounded in actual outcomes—not just references.
3. Do I need to install any software?
No installation is needed. The Predictor is fully cloud-based and runs securely in your browser.
4. Who can benefit from using the Predictor?
Anyone working in synthesis: from academic researchers and PhD students to industry chemists, CROs, and startups. If you plan or test chemical reactions, the Predictor can help.
5. What kind of reactions does the Predictor cover?
The Predictor is trained on a diverse range of reaction types from our flow setup. Its model can generalize across multiple classes commonly used in organic synthesis, with continued expansion.

6. Can I input my own target molecule?
Yes. You can enter your molecule structure manually or via SMILES input. The Predictor will analyze it and suggest possible reaction routes and conditions.
7. How accurate are the predictions?
Predictions are based on high-resolution flow reaction data with complete parameter control. While all synthesis has inherent variability, our model outperforms typical literature-based approaches in reproducibility and relevance.
8. Is any chemistry or AI expertise required to use it?
Not at all. The Predictor is built for chemists—not programmers. Just enter your molecule and parameters. The interface is intuitive and easy to navigate.
9. Will it be free to use?
During the early access phase, users from the waitlist may receive limited free access. Later, the Predictor will be available via an annual subscription with monthly payment options.
10.How can I get early access?
Simply join the waitlist. We’ll notify you as soon as access becomes available and guide you through onboarding.
Smart Chemistry, Green Future
Copyright 2024 Metric. All Rights Reserved.
Contact
If you are interested in working with us please leave your email and we will get back to you.
info@covasyn.com