PR Works · AI-native venture studio

Governed AI product teams that ship real software.

PR Works provides Foundry Cells — accountable AI product teams that discover, design, build, test, secure, launch, and improve software. Every action runs inside an approved permission envelope, with human owners holding the decisions that matter.

Learn·Build·Improve

Build assets, not projects.

Projects consume effort once. Assets compound.
Operating model

One system, three layers.

PR Works is built as a control plane with isolated product and execution planes — so software can be built for many clients without ever mixing code, data, memory, or authority.

The Foundry

The product operating model

How ideas are evaluated, designed, built, verified, launched, measured, improved, or sunset. Idea intake, qualification, scoring, portfolio governance, and shared standards — the repeatable system behind every product.

Fleet OS

The workforce control system

Model-independent governance and orchestration for AI agents: roles, permissions, tools, memory, budgets, evaluations, approvals, audit, and termination. Policy is enforced independently of any one model vendor.

prworks.io

The client control plane

The SaaS surface where clients manage engagements, review artifacts and decisions, grant approvals, connect repositories, and track usage, budgets, and product health. Coming online with the first client engagements.

The offering

Foundry Cells: a product team, not a chatbot.

A Foundry Cell is a coordinated virtual product team assembled for one engagement. You experience it as one accountable service — internally, Fleet OS assigns specialized roles with separated duties and bounded permissions.

Delivery mode A

PR Works hosted

PR Works creates, hosts, and operates your application within the prworks.io platform — from tenant provisioning to deployment and product-health reporting.

Delivery mode B

Client repository cell

The Cell works against your approved repositories, environments, and services — while Fleet OS remains the governing control plane for permissions, memory, quality, cost, and approvals.

Product AgentDiscovery, outcomes, requirements, acceptance criteria
Business Analysis AgentProcesses, business rules, data requirements
Architecture AgentTechnical design, boundaries, architecture decisions
UX AgentUser journeys, interaction design, accessibility
Builder AgentCode, migrations, tests, documentation, pull requests
QA AgentIndependent functional, regression, and acceptance verification
Security AgentThreat modeling, dependency and configuration review
Release StewardRelease evidence, deployment readiness, rollback
Cell LeadCoordination, dependencies, escalation, reporting
You: Product OwnerPriorities and approval of every consequential decision
The promise

Not unlimited autonomy. Controlled execution.

The commercial promise of a Foundry Cell is discipline you can verify — not magic you have to trust.

Controlled execution inside an approved permission envelope

Durable memory and artifact-driven delivery — not chat transcripts

Traceable decisions with an auditable history

Independent verification — QA and security separated from implementation

Bounded spend: time, budget, iteration, and concurrency limits

Explicit human approval gates for every consequential decision

Product principles

How we work.

Governed autonomy

Agents may act only inside an approved permission envelope. Authority is granted, scoped, and revocable.

Separation of duties

Implementation, QA, security, and release approval require independent mandates. No one checks their own work.

Tenant isolation by default

Client code, data, rules, credentials, and context remain tenant-private unless explicitly promoted through a governed process.

Reversible execution

Work is branch-based, reviewable, observable, recoverable, and independently verified before it ships.

Contracts before execution

A Cell executes only against a valid, versioned Engagement Manifest — scope, permissions, and limits agreed up front.

Evidence over confidence

Completion and release claims require linked verification evidence. "It works" is a measurement, not a mood.

Model portability

Fleet OS governs certified adapters rather than depending on one vendor. The system outlives any single model.

Build assets, not isolated projects

Every engagement should create reusable patterns and platform leverage — without exposing client-confidential material.

Portfolio

Built with our own system.

PR Works itself is Product #0. Before building many products, the studio became a product: documented, repeatable, teachable, and extensible. These products are built and operated through the same Foundry that clients engage.

SaaS · B2BActive

PaperRush

Government document workflow — focused tooling for teams that move paper with deadlines and accountability.

SaaS · ProsumerActive

PR Trading Pro

Trading discipline platform — structure, journaling, and evaluation for serious traders.

PlatformActive

PR Works Platform

The shared multi-tenant foundation — identity, billing, messaging, and governance capabilities reused by every product.

ConsumerDiscovery

Connection App

Conversation-first connection — dating and friendship built around dialogue, not swiping.

Consumer · MarketplaceDiscovery

Community Credits

A local service credit economy for neighborhoods and communities that want to trade skills and time.

Academy · MarketplaceDiscovery

Obermeyer.Art

Artist education and portfolio platform — teaching what the studio learns about craft and audience.

Consumer · IdentityExperimental

Visbir

Face-gated, non-custodial USDC wallet and identity studio. Say nothing, be seen — your face opens your wallet, and gets it back. Learn more →

What we believe

The next generation of companies will be built differently.

Not because they use AI as a novelty — because they are structured to work with AI intentionally. Ambitious companies should move fast without becoming chaotic, scale without losing context, and use AI without giving up accountability, privacy, or trust.

Alignment Continuity Accountability Transparency Teamwork Continual improvement
Get in touch

Have something worth building?

Tell us about the problem. We'll tell you honestly whether a Foundry Cell is the right way to build it.

hello@pr.works