WeiseOS · Engineering Workflow Operating System
From idea to product.
Engineered by intelligent flow.
Describe what you want to build. WeiseOS generates the workflow, designs the state machines, and creates the AI agents that execute the engineering, with every decision traceable and every critical gate approved by your experts.
Describe what you want to build
Example:
- 01· running
Customer idea
- 02
Workflow generated
- 03
State machines created
- 04
AI agents assigned
- 05
Engineering execution
- 06
Finished product
The WeiseOS principle
Customersdescribewhattheywanttobuild.WeiseOSdetermineshowitshouldbebuilt.AIagentsexecutetheengineering,undergovernance.
The problem
Engineering knowledge is scattered.
Requirements live in documents, decisions in email threads, designs in CAD, results in test systems. Every hand-off loses context, and no one sees the whole flow.
The WeiseOS solution
One idea. One workflow. One digital brain.
WeiseOS connects every artifact, decision and agent to a single state-driven workflow, so knowledge flows forward instead of falling between tools.
How it works
Six steps from vision to release.
You bring the idea and the specifications. WeiseOS builds the program, staffs it with AI agents, runs it, and brings every critical decision back to your experts.
Describe your vision
Product brief
“We need a 48V battery management system for shared e-scooters: 13S Li-ion, active balancing, CAN telemetry, IP67, and certification for EU markets.”
→ 5 intents extracted · 3 domains detected: electrical, mechanical, firmware
Illustrative example · not customer data
WeiseOS State
Every stage runs on an explicit state machine.
States, guards and transitions are generated for each stage. Agents can only move work forward when the guard conditions pass, and failures route back automatically.
Current state
Define
Guard: Requirements complete
Owner: Architecture Agent
Transition log
Agent Factory™
Create AI engineers on demand.
Upload your product specifications. WeiseOS creates domain-specific AI agents equipped with the knowledge, tools, workflows and constraints they need to perform real engineering tasks.
Customer upload
Agent Factory
Ingesting specifications
- Knowledge
- 0
- Tools
- 0
- Workflows
- 0
- Constraints
- 0
Generated agents
The WeiseOS architecture
An operating system for engineering intelligence.
Three engines orchestrate the work. Three foundations keep it grounded in your data, your product and your tools.
Orchestration
WeiseOS
The orchestration layer that turns an idea into a governed, executable engineering program.
Engines
Workflow Engine
Decomposes the product into stages, deliverables and dependencies, and keeps the plan current as work evolves.
State Machine Engine
Generates and runs the state logic for every stage: states, guards, transitions, retries and approval gates.
Agent Factory
Synthesizes domain agents from your specs and binds each one to its knowledge, tools and constraints.
Foundations
Knowledge Graph
A connected memory of requirements, components, standards and decisions, linked to every artifact.
Digital Twin
A living model of the product under design, so agents reason about the system rather than isolated files.
Execution Layer
Sandboxed runtime that calls your engineering tools, records every action and enforces policy.
WeiseOS Control Center
See every workflow, agent and decision. Live.
Progress by stage, agent activity, pending approvals and requirement traceability, in one operations view for engineering leadership.
Workflow stages
- Concept & architecture100%
- Electrical design88%
- Mechanical design72%
- Firmware54%
- Verification31%
- Certification & release6%
Agents
- PCB AgentElectrical designRunning
- Mechanical AgentMechanical designAwaiting approval
- Software AgentFirmwareRunning
- Verification AgentVerificationRunning
- Architecture AgentConcept & architectureComplete
- Compliance AgentCertification & releaseQueued
Approval gate
G3 · Enclosure review
Mechanical Agent proposes gasket change. Waiting for a mechanical lead.
Traceability
Event stream
- 09:24PCBRouted 4-layer stack-up · 0 DRC violations
- 09:23STATEFIRMWARE: SIMULATE → VALIDATE
- 09:22VERRequirement REQ-0142 linked to test T-212
- 09:21SWCAN telemetry unit tests passed · 64/64
- 09:20PCBBOM cost recalculated · within target
Illustrative interface · sample program
Built for physical products
AI that engineers real hardware.
From schematics and enclosures to firmware and test benches, WeiseOS agents work on the artifacts that become shipping products.
A new way to engineer
Engineers stop managing process. They decide.
WeiseOS takes over the orchestration, documentation and repetitive design work, so your experts spend their time on the decisions that matter.
Traditional engineering
- 1Idea
- 2Engineers define the process
- 3Engineers perform every task
- 4Engineers track progress by hand
- 5Product
Manual hand-offs. Knowledge lives in people and inboxes.
With WeiseOS
- 1Idea
- 2WeiseOS builds the workflow
- 3AI creates the state machines
- 4Domain agents execute tasks
- Humans review critical decisions
- 6Product
One governed flow. Knowledge lives in the system.
Human-governed automation
Autonomy with accountability.
WeiseOS is designed for engineering teams that cannot afford a black box.
End-to-end traceability
Every requirement links to the design decisions, artifacts and tests that satisfy it.
Human approval gates
Critical transitions wait for named experts. Agents propose; people decide.
Versioned workflows
Workflows, state machines and agents are versioned, diffable and reproducible.
Controlled execution
Agents act only through permitted tools, inside policy, with a full audit log.
Wise Flow Control
From idea to implementation. Automatically.
Tell us what you want to build. We will show you the workflow, the state machines and the agents WeiseOS would create for it.