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Uniflow Labs | Business Operating System | Private Beta

The AI-native business operating system.

Enterprise-grade software that adapts to your operations—without rewrite cycles. One model produces runtime, interfaces, integrations, and governed AI.

Private beta · Toronto · Hiring founding engineers

Our Mission

About Uniflow

The concept is proven enough to be exciting; the scale-out needs you.

What we're building

Complete business operating system. Not just a compiler—a full platform with runtime engine, user interfaces, integrations, and AI capabilities. Everything you need to build and run enterprise business software.

Model-driven runtime. Define entity lifecycles and policies in a typed model that compiles into deployable runtime artifacts. Execution signals drive continuous improvement.

Typed domain modeling. Validate workflows and invariants before they ship—so production behavior stays predictable.

Governed intelligence. Models propose and assist while workflows remain traceable and reversible. Every decision is reviewable with full audit trails.

Why join Uniflow

Own the platform. Build a complete business operating system from the ground up—compiler, runtime, user interfaces, integrations, and AI capabilities. Shape the architecture that will power enterprise software for decades.

AI-native from day one. Work on problems that haven't been solved at scale—combining AI assistance with deterministic business logic, metadata-driven modeling, and semantic concepts that make enterprise workflows both intelligent and reliable.

Hard problems, real stakes. Entity state machines, distributed persistence, enterprise-grade performance. Your work powers mission-critical business systems where correctness and determinism aren't optional.

Founding team impact. Join at the ground floor and shape the platform's direction, culture, and architecture. Your decisions will have lasting impact on how enterprises build and run business software.

Why it wins

  • Deterministic core for enterprise reliability
  • Generated surfaces (UI + integrations from same model)
  • Governed AI that can't silently corrupt operations

What we've built

  • Runtime + lifecycle engine
  • Configuration & deployment mechanism
  • Observability baseline

Not slideware—real artifacts in private beta.

Proof of Work

Platform

Complete business operating system: compiler, runtime, interfaces, integrations, and AI capabilities.

Platform Architecture

Multi-server architecture: compiler, entity runtime, user interfaces, integrations, and AI capabilities—all working together as a unified business operating system.

Modeling

Typed domain models with lifecycle definitions

Runtime

Deterministic execution engine with state management

Interfaces

Protocol adapters and integration endpoints

Governance

Policy enforcement and auditability

Observability

Metrics, tracing, and diagnostics

From model to production

One definition produces everything your business application needs—no glue code, no rewrites.

Business Modeling

  • Versioned releases + environments
  • Deterministic configuration + rollback
  • Policy & approvals built-in

Business Application

  • Deterministic workflows + state machines
  • Generated UI and APIs from same model
  • Audit + observability across everything

Business AI

  • Assistive first; automation through governance
  • Traceable recommendations + actions
  • Learns from execution signals

Want to see it in action? Request a demo

Private Beta: What You Get

Design partners work directly with our team to build a reference solution in their domain. Clear scope, real deliverables, no science project.

Reference solution

Working workflow in your domain (finance ops, supply chain, service ops)

Weekly build reviews

Shared backlog, direct access to engineering team

Clear boundaries

What's productized vs bespoke—no surprises

Delivery artifact

Working workflow + integration + generated UI

Roadmap

Now

Private beta + reference solutions

Core runtime, state machine execution, reliability baseline

Next

Generated UX + integrations

End-to-end maturity: UI, APIs, and protocol adapters from same model

Beyond

Governed AI expansion

From advisory to selective automation—always traceable, always reversible

Roadmap is directional; we iterate with design partners.

Contact Uniflow

Get in Touch

Interested in joining Uniflow or learning more? Send us a message.

Location

67 Mowat Avenue #530
Toronto, ON, Canada

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