New paper: Specification Oracles

01 / Customers

Build your software factory.

Together with your operators, we build a software factory for your critical production systems

Reach Out
trace

Handoffs = Latency

Different departments have different workflows, but nearly all of them will eventually interface with external teams or partners. Try out the terminal with trace claim, trace admit, or trace hire to see where latency may be accumulating in your organization around processes like this.

Connect IC gains with enterprise results.

The disconnect is the work around the code: deciding what to build, proving it's right, getting it approved, and running it. A software factory industrializes that work.

Factory Building

The customer starting point. Factory Building begins at Diffusion Silicon Valley, where we build the factory and train operators to feed intent into it.

Diffusion Agent

A large-scale coding agent that delegates implementation work to frontier coding systems from Anthropic, OpenAI, and Google.

Diffusion Cloud

A hosted runtime for agentic applications, designed for large-scale, secure, trusted cognitive offload in enterprise environments.

Operators learning the Diffusion factory-building cadence
  1. 01 / Alignment

    Executive Workshop

    A one-day intensive workshop to align leadership on the ideas, principles, and methods behind a software factory and where they apply. Hands-on exercises give your leaders a clear view of the terrain.

    23%

    of leaders say their organization has a clearly communicated, actively implemented AI strategy for software delivery.

    Source: Atlassian, State of Developer Experience 2026

  2. 02 / Intensive

    Inception

    The team that owns the workflow learns to express intent in the factory's working form at Diffusion Silicon Valley, our headquarters at 100 Oracle Parkway in Redwood City.

    36%

    of employees feel adequately trained in AI. Five or more hours of training, especially in person with coaching, makes regular use significantly more likely.

    Source: BCG, AI at Work 2025

  3. 03 / Activation

    Factory Building

    We collaboratively build patterns, evals, and delivery paths until the workflow produces reliable output.

    30%

    of organizations are redesigning key processes around AI; another 37% use it at the surface, with little or no change to existing processes.

    Source: Deloitte, State of AI in the Enterprise 2026

  4. 04 / Launch

    Operator Handoff

    Transfer the factory rhythm to your operators so they can turn new bottlenecks, exceptions, and opportunities into owned workflows the business can keep extending.

    32%

    say their organizations decided against buying at least one software product or feature because they could build it in-house with agentic coding tools.

    Source: McKinsey, The State of AI in 2026

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