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Workflow Automation
for Engineers

Design, execute, and monitor computational workflows. Pencilroads helps engineering teams automate their simulation pipelines.

Everything you need to automate engineering workflows

From defining computational steps to visualizing results

Workflow Automation
Define complex multi-step pipelines with YAML. Chain simulations, data processing, and analysis into reproducible workflows.
Data Visualization
Explore time-series results with interactive plots directly in the browser.
AI Assistant
Prepare simulation inputs with an AI assistant. Describe changes in natural language and let AI generate commits and configurations.
Collaboration
Collaborate seamlessly across teams. Share workflows, results, and insights in a centralized platform designed for engineers.
Workflows

Build Once, Run Anywhere

Define your engineering workflows as code. Pencilroads executes them reliably on cloud infrastructure, so your team can focus on engineering.

  • Version-controlled input files and workflow definitions
  • Parameterized runs for design exploration
PreRunPost25s35min progressLoads workflow
PowerThrust
Visualization

From Raw Data to Insights

Visualize simulation results instantly. Pencilroads connects directly to your workflow timeseries and renders interactive plots.

  • Interactive time-series exploration
  • Compare iterations side-by-side
AI Assistant

Describe It, Build It

Tell the AI what you need in plain language. It prepares simulation inputs, generates commits, and triggers workflows — so you can iterate on designs without manual file editing.

  • Natural language to simulation input generation
  • Automatic commit creation from AI suggestions
  • Context-aware of your project files and history
AI Assistant

Reduce tower wall thickness by 5% and run the fatigue DLC set

I'll update the tower file and trigger the workflow:

tower_st.dat
- wall_thickness  0.040
+ wall_thickness  0.038
CommittedWorkflow running

Now also increase the blade pitch by 1°

Frequently Asked Questions

Early Access

We're building the future of engineering workflows

Pencilroads is currently in beta. If you're interested in shaping the platform or exploring a partnership, I'd love to connect.

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