Role-based Machine Learning Agents

Expert engineering, without the hire.

Seagull Work encodes the knowledge and processes of proven systems architects and logic designers into software agents you can direct in plain language.

Specialized agents

Days
Not months, to first schematic
Zero
Engineers required to start

The problem

You have the product idea. Not the team.

Every hardware product starts with a conversation between a Product Manager and a Systems Architect. That conversation — multi-day, deeply technical — is the difference between an idea and a manufacturable design.

Most companies can't afford to have that conversation. Seagull Work makes it available to everyone.

• 01 Hiring is slow and expensive. A systems architect costs $180K+/year and takes months to recruit. You need one conversation, not a full-time headcount.
• 02 Consultants don't scale. A development contract locks you into a fixed engagement. Requirements change. Good luck renegotiating.
• 03 General AI hallucinates on hardware. LLMs trained on the internet don't know your fab's rules, your supply chain constraints, or what actually works in production.
• 04 The gap between idea and schematic kills momentum. Without a validated block diagram, nothing downstream — layout, firmware, manufacturing — can begin.

The workflow

From product brief to validated schematic.

Two agents. One continuous workflow. No engineers required to get started.

1. You bring

   The product requirements

   Describe what you're building in plain language. Technical specs, target cost, timeline, lifecycle. No engineering background required — the agent asks the right questions.
   Input: Product brief or document

2. Architect agent

   Extracts specs, outputs a block diagram

   A multi-turn conversation that mirrors a real systems architect engagement. The agent surfaces tradeoffs, proposes architecture options, and resolves ambiguity — available 24/7.
   Output: Validated block diagram

3. Design agent

   Selects components, generates schematic + BOM

   The block diagram feeds directly into the Design agent, which selects components optimized for your specs — cost, origin, availability — and outputs a vendor-approved schematic and BOM.
   Output: Schematic + vendor-approved BOM

The agents

Two roles. One platform.

Agent 01 - Architect

A software agent that executes the systems architect role. Give it your product brief — it conducts the same multi-day dialog a senior architect would, then delivers a complete block diagram.

• Structured Q&A to extract all technical and non-technical specifications
• Evaluates feasibility against timeline and cost constraints
• Considers I/O standards: HDMI, USB, WiFi, Bluetooth, and more
• Available 24/7, updates as requirements change
• Outputs a complete, validated block diagram ready for Design

Agent 02 - Design

A software agent that executes the logic designer role. Receives the block diagram from Architect, selects components, and generates a complete schematic and BOM ready for board layout.

• Component selection optimized for cost, availability, and performance
• Country of origin filtering for supply chain compliance
• Minimum order quantity and target BOM cost as design inputs
• Full power supply design included
• Schematic and BOM pre-approved by component vendors

Why Seagull

Built on expert knowledge, not internet data.

The difference between Seagull Work and every other AI tool in this space is the knowledge underneath it.

• 01 Expert-encoded, not internet-scraped
  Our agents don't generalize from the web. They execute the exact processes, decision frameworks, and quality standards that proven professionals follow in the field. The result is outputs you can trust in production.

• 02 Role-based, not feature-based
  You're not interacting with a tool — you're interacting with a role. Architect thinks like an architect. Design thinks like a logic designer. The conversation feels like working with a senior professional, not a chatbot.

• 03 Vendor-approved outputs
  Every schematic and BOM produced by the Design agent is pre-approved by component vendors before delivery. This is not a feature any general-purpose AI EDA tool offers today — and it matters for teams designing for mass production.

• 04 Production specs built in
  Country of origin, minimum order quantities, and target BOM cost are first-class inputs to the Design agent — not afterthoughts. Your supply chain constraints shape the design from the start.

• 05 The agent retires with the expert
  Proven professionals train our agents on their knowledge and processes. That expertise doesn't walk out the door. It compounds. Every update makes the agent more capable — not less.

• 06 No engineering team required
  Seagull Work is built for the person with the product vision — not the person with the PCB tool license. If you can describe what you want to build, you can use it.

Who it's for

The person with the idea, not the tools.

Founders

Move your hardware idea from napkin to validated schematic without blocking on a technical co-founder or an expensive consulting engagement.

Product Managers

Accelerate the pre-design phase. Get a block diagram and schematic before your engineering team is even allocated — so when they start, they start fast.

CxOs & VPs

Evaluate whether to hire, subscribe, or partner — with a real technical output in hand, not a pitch deck. Make resource decisions with validated designs, not assumptions.

Your next product starts with a conversation.

Join the early access list and be among the first teams to move from product brief to validated schematic — without a single engineering hire.