Waterfall → Iterative → Agentic: Our new handbook on AI Systems Engineering

Engineered for hardware teams.
That move at agent speed.

Next-gen hardware teams use Flow to connect requirements, design, CAD, and testing in a shared system, surface conflicts early, and accelerate cycle times.

  • Stoke
  • Isar Aerospace
  • Rivian

Trusted by tens of thousands of engineers across the fastest-moving engineering teams

  • Rivian
  • Joby
  • Mach
  • Harbinger
  • OpenStar
  • Radiant
  • Skydio
  • Hyphen
  • Astranis
  • Space Machines Company
  • Aalyria
  • Gravitics
  • Stoke
  • Impulse Space
  • Firehawk

Engineering, without the drift.

  • Every engineer working with complete and current context

    Requirements, design, CAD, and testing connected in one live system.

  • Traceability from any requirement to every test

    Flow creates a live chain all the way down to verification evidence.

  • AI coverage no human team can achieve at scale

    Agents continuously review every change and surface conflicts as soon as they arise.

01

Align every engineer on a single source of truth.

Model your team’s system hierarchy your way. By level, subsystem, or domain. Requirements, architecture, parameters, and verification live in the same tree, so every engineer works from the same picture.

Requirements
02

Agents do the work. Engineers make the calls.

Agents trace dependencies, check coverage, and verify every change against your standards. On every iteration, automatically. Your team is left with the calls only humans can make.

Safe8.4%
Threshold
Warning4.3%
Threshold
Manual Action

Power supply revision submitted

+180gmass increase
Impact Analysis Agent

Threshold violation detected

Updated configuration falls below threshold

Step 1

A model revision is submitted to the system.

03

Your tools, in the loop. Your workflow, untouched.

Engineers keep working in CAD, GitHub, SharePoint, and Slack. Flow syncs in the background. Agents run on every push and pull. No migration. No downtime. No rip and replace.

DassaultSiemens NXFusion 360
CAD Tools
Validating impact
SharePointConfluenceGoogle Docs
Knowledge Management
Summarising files
GitHub
Github
Reviewing diff
Add automation
Create new automation
Making proposal...
SlackOutlookGrammarly
Communication
Checking replies

Testimonials

Trusted by thousands of engineers in leading engineering organizations.

Joby
Improved our efficiency in the engineering team by 4x last quarter thanks to Flow
JoeBen Bevirt portrait

JoeBen Bevirt

CEO, Co-founder

Ryan McCullough portrait

Ryan McCullough

System Architect

Stoke
Flow is the requirements management tool of our dreams. It reflects how we work—fast, iterative, and focused on giving everyone a common, integrated view of our system.
Rivian
Flow enables over 1,000 engineers to work efficiently, stay aligned, and maintain rigor, becoming integral to our teams' daily rhythm and making a significant impact.
Scott MacKenzie portrait

Scott MacKenzie

Director Product Development

The engine underneath. Built to your tolerances.

  • Linked requirement nodes connected in a graph

    Systems Graph

    Every requirement, interface, test, and design, linked. When one changes, the graph knows what depends on it. Agents reason across the whole program.

  • Create Model dialog showing hierarchy of system, requirement, and document

    Flexible Data Model

    A two-person robotics team and a sixteen-brand automotive group don't run programs the same way. The graph adapts to your program, not a template.

  • Branch tree showing base branch with feature branches

    Branching and Merging

    Agents test changes on a branch. The live program stays stable. Nothing is real until an engineer reviews and merges.

Rivian
Rivian designs the R1, R2, R3, and future programs in Flow, uniting 1,500 engineers across battery, drivetrain, controls, and body structures in a single live system of record.
View Case Study

Engineers on Flow are shipping faster, with fewer late-stage surprises.

0%
Reduction in time spent drafting and updating requirements, reported across pilot teams.
0x
More test coverage in the same engineering hours.
0
Engineers using Flow inside the most ambitious hardware programs on the planet.

Defense grade security. For compliance-driven industries.

  • Built for Regulated Engineering

    Deploy in cloud, GovCloud, or self-hosted, with ITAR, export control, and data residency built in.

  • ITAR and CUI compliant

    ITAR and EAR alignment, NIST 800-171, CUI, SOC 2 Type II, ISO 27001, GDPR, and CCPA.

  • Secure AI by Design

    Private inference, full audit trail on every AI action, and nothing ever used for model training.

  • ITAREAR ALIGNED
  • GDPRCOMPLIANT
  • SOC2TYPE II
  • ISO 27001CERTIFIED
  • NIST 800-171CONTROLLED

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Trusted by over 10,000 engineers