Write, run, and publish engineering analysis fast using AI

Your entire team can access, modify, and build on the same validated calculations in one modern collaborative platform.

Use cases

Workflows that force-multiply technical teams

Input any data source and run versioned calculations

Import data from any source or run calculations off parameters and experiment with different input values.
Write calculations once, then re-run with alternate inputs without dealing with file formats. Your team can review, fork, and reproduce each other's work across projects.

Create live engineering analysis reports

Convert raw analysis into formatted documents that stay updated automatically. Create reports that combine calculations, visualizations, and technical narrative. Build reports that stay updated as the dataset evolves and new data is collected.

Run recurring engineering workflows on autopilot

Define your analysis logic once, then let it run continuously in the background. Weekly manufacturing reports, daily test results, and recurring calculations happen automatically while you focus on interpretation and decision-making.

Run calculations without writing code

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How it works

I built Dystr because I believe engineers deserve tools that match their potential, where calculations flow seamlessly from insight to impact and collaboration knows no technical barriers.

Nabeel Allana

Dystr CEO and co-founder

Previously building at:

Dystr is backed by visionary investors who funded SpaceX, Anduril, DeepMind, and Notion

Benefits

Built for how engineering teams actually work

Unified workspace for the whole team

Stop emailing scripts and datasets. Your entire team can access, run, and build upon technical analysis in one unified environment, regardless of coding experience.

Calculations in minutes, not hours

Turn analysis that takes hours into insights delivered in minutes. Leverage AI to write, interpret, and visualize technical calculations without sacrificing rigor.

Focus on analysis, not infrastructure

Preview and work with any engineering file type. Automatically parse CAN bus logs, HDF5 datasets, and CSV files without writing custom import scripts.

Key features

Purpose-built for engineering analysis

Intelligent calculation creation

Describe analysis needs in plain terms or modify code directly. Build a library of proven formulas and calculations that your whole team can access and reuse.

Automated analysis

Connect data sources directly to analysis pipelines. Email attachments, webhooks, and streaming data trigger calculations automatically on your schedule.

Shared workspace with access controls

Share live calculations with controlled access permissions. Team members see the same data, run the same analysis, and build on shared work.

Enterprise grade security

Built specifically for engineering teams handling sensitive technical data, Dystr implements comprehensive security measures designed to meet the rigorous requirements of enterprise environments.

Contact us to discuss deployment options that meet your organization's security policies and regulatory requirements.

Data privacy and model training

Dystr does NOT use customer materials to train our models, or incorporate in any way for another party to have access to.

Data encryption

All information flowing through Dystr systems remains encrypted while at rest (AES-256-CGM) and in transit (TLS 1.2+).

Data ownership and retention

Dystr does not retain ownership of customer data or model outputs.

Access control and permissions

Built-in role-based access control allows administrators to secure access to projects for only those team members who need it.

Compliance and certification

SOC2 Type II certification is scheduled for completion in September 2025, with quarterly audits ensuring ongoing compliance.

Enterprise deployment options

Private and isolated VPC deployments are available for organizations with specific security requirements. We support single-tenant environments, GovCloud deployments, and ITAR-compliant configurations.

Join the engineers who refuse to settle for outdated tools