System OriginAI insight for embedded product development
Built by automotive engineers. System Origin reads your codebases, calibration data, documents, and datasets, and turns them into insight: grounded code answers, on-demand analysis scripts, and documentation generated from the sources of truth.
// Access is rolling out in waves. We'll reach out before adding you.
Embedded product development runs on buried knowledge.
The truth about an embedded program lives scattered across the organization: a legacy codebase only two people can navigate, calibration and test data nobody has time to analyze properly, documents that went stale a sprint after they were written, and product development tools that don't talk to each other.
Generic AI chat tools can't reach any of it — they can't see your code, your data, or your documents, and pasting fragments into a public chat window is both useless and an IP risk. The knowledge exists. Getting at it is the bottleneck.
Built around how embedded software is actually shipped.
Code insights
Ask your codebase real questions and get grounded answers — how a function is used across a million lines, what a legacy module actually does, what a proposed change touches. The knowledge that normally lives in one senior engineer's head, available to the whole team.
Data insights & analysis
Point it at calibration data, test logs, or measurement datasets and ask in plain engineering terms. System Origin writes and runs the Python analysis your question actually needs — plots, statistics, correlations — instead of forcing it into a canned dashboard.
Document creation
Documentation generated from the sources of truth — codebases, databases, datasets, and the documents you already have. Interface descriptions, calibration summaries, design overviews, release notes: produced on demand and regenerated when the sources change, instead of drifting stale.
Product development tool integration
Slots into the toolchain your team already runs. Insights, analyses, and generated documents land where product development actually happens — your requirements, work management, and documentation flows — not in another disconnected app.
How it fits your workflow
Connect
Point System Origin at your codebases, datasets, databases, and documents. Everything can stay project-local — nothing has to leave your environment.
Ask
Questions in engineering terms — about the code, the calibration data, the test results, or the history buried in your documents.
Analyze
It reads the sources and does the work: code analysis, Python scripts written and run for your question, synthesis across sources — with its working shown.
Deliver
Answers, analyses, and generated documents land in your product development tools, ready for the team.
Built by engineers who've shipped automotive programs.
System Origin isn't a generic chatbot pointed at files. It's built around how embedded product development actually works — legacy C codebases, calibration datasets, measurement files, compliance documents, and the tools that hold a program together — by the same engineers who build our Vehicle-in-the-Loop testing integrations, and who have lived inside ECU programs, HIL labs, and plant floors. Automotive product development first, designed to generalize.
Get on the waitlist
We're onboarding embedded product development teams in waves. Drop your work email and we'll reach out when there's a slot that fits your stack.
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Common questions
When does System Origin launch?
Early access is rolling out now in small waves. General availability follows once we've validated the tool inside real product development programs. Joining the waitlist is the fastest way in.
What can it connect to?
Codebases, databases, datasets, measurement data, and document collections. Product development tool integrations are scoped with each early-access team around the toolchain they already run.
How does it handle our IP and data?
System Origin can run against project-local context only. Nothing about your code, your data, or your documents is required to leave your environment. Deployment options are part of the early-access conversation.
Does it replace our existing tools?
No. System Origin reads from and delivers into the tools you already run. It's the connective layer that turns what's in them into insight — not another system of record your team has to maintain.
Is System Origin a code generator?
No. System Origin is an insight and analysis tool — understanding code, analyzing data, and generating documents and analysis scripts. The Python it writes is for analysis, not production code.
How is it licensed, and what will it cost?
Pricing is scoped as part of the early-access conversation — sign up and the team will cover it directly. Nothing you adopt during early access locks you into a pricing model.
Which industries is it for?
Automotive embedded product development first — software and calibration teams. The approach generalizes, and adjacent industries are planned next; if that's you, join the waitlist and say so.