Haivian Factory turns human intent into an authorized research or engineering program. It coordinates specialist work, preserves the evidence, separates production from acceptance and returns an outcome that can be inspected, accepted or revised.
One operating model for purpose, execution, evidence, verification, continuity and learning.
A capable model with broad access will do a great deal of work very quickly. What it will not do is tell you which of that work it was authorized to perform, what it assumed, where it stepped outside the brief, or what state it was in when it stopped.
Those questions only have answers if something recorded them at the time. Reconstructing them afterwards from logs and memory is not governance, it is archaeology, and it is the part that gets expensive when somebody senior asks you to justify a decision.
Most AI is asked to mark its own homework. Haivian Technology builds an institution around the work, one capable of rejecting its own evidence, repairing its process and continuing without rewriting history.
A change can cross architecture, implementation, tests, interfaces and deployment assumptions. Factory keeps those dependencies inside one scoped program, with human authority over material changes.
Research, experiments, implementation, test results and revision can inform one another without erasing which evidence supported which decision.
A failed check can return a bounded finding to the work, support a defined correction and produce a new exact artifact for review.
A person owns scope, resources and consequential gates. Complexity is handled by decomposition and evidence, not by an unlimited promise to finish any codebase or research program.
This is the operating contract: what you supply, what happens to it in terms you can check, and what comes back.
A person sets the objective, the guardrails and what may be spent.
Intent becomes an authorized program with an owner and an edge.
Specialist work runs in parallel, inside the limits that were agreed.
Each specialist task is assigned the appropriate level of intelligence, from efficient local models to frontier reasoning, with stronger intelligence introduced only when the work, evidence or strategic importance justifies it.
When a problem contains a credible quantum opportunity, Qonduit provides a governed path from research intent to bounded quantum computation, while classical validation and human authority remain intact.
The record is made while the work happens, then frozen.
Something that did not produce the work examines it.
A disposition you can inspect. Revise is a real answer.
Each is a product in its own right. What each contributes is public; how any of them is wired into the Factory is not.
Everything the Factory does inherits its limits from a person, and nothing inside it can widen them. Six things are set by a human before a program exists.
A person also decides whether to proceed at consequential gates, approves exceptional model use, and remains accountable for any real-world action taken on the result. The Factory returns a decision. It does not take the decision.
That is the allocation question, and the answer is frequently not a frontier model. Stronger intelligence is introduced only when the work, the evidence or the strategic importance justifies it.
Astra is never auto-assigned merely because it is available. It does not replace the Program Director, and it does not hold human authority.
When a problem contains a credible quantum opportunity, Qonduit provides a governed path from research intent to bounded quantum computation, while classical validation and human authority remain intact.
Quantum is admitted when it is justified, and a well supported decision not to use it is a successful outcome of the same boundary.
The artifact being judged cannot quietly change while it is being evaluated. Without a freeze, a passing verdict describes something that no longer exists, and every downstream claim inherits that ambiguity.
The producer cannot grant acceptance to its own work. A system asked to check itself will pass itself, because the confidence comes from the same assumptions that produced the answer.
Independent verification is the normal acceptance boundary. It applies to everything, not only to important work, and the outcome is a recorded PASS or REVISE. Haivian Council is a separately constituted assurance institution convened on top of that when importance, risk or disagreement warrants deeper scrutiny, and deciding it is not warranted is an ordinary outcome.
Haivian Technology can move quickly because research, execution and verification proceed through an organized computational institution rather than through one long queue. These are the mechanisms. None of them is a measurement.
Every accepted result arrives in the Discovery Interface: alternatives, sensitivities, evidence and remaining uncertainty, all inspectable. Core authority, evidence, bounded revision and stop-start recovery are part of Factory itself; fundamental safety does not depend on buying Steward or another add-on.
The interface onto the work, built and kept current as the project develops.
Watchdog detects. The Medic diagnoses. The Council decides. You release.
Available only inside a bounded customer evaluation. Factory is not generally commissioned, and initial customer access is a bounded, guided evaluation.
All prices are in USD.
Factory prices are one-off per scoped project or program. Provider usage, hardware and work outside the agreed scope are separate.
A guided software launch to one agreed, testable milestone.
A broader coordinated build, discovery or problem-solving program across dependent lines of work.
A separately scoped local installation for code and systems building, without Research Suite capabilities implied.
The locally installed Code Factory / Systems Builder starts at $79,000. It does not include Research Suite capabilities and is not added to the separate $99,000 Research Suite offer. The Research Suite offer carries its own in-person consultation. Compare the Research Suite.
Supervisory continuity and oversight. A monthly payment option exists; the exact monthly amount remains to be settled.
Hosted compute is metered separately.
The existing Enterprise licence schedule for Factory egress control. Monthly licensing remains available.
A scoped Factory integration. Live provider execution and provider spend are not included or generally available.
Turns Studio into the $43,500 Research Suite base, with Watchdog and one bounded Qonduit suitability assessment.
One of your own problems, success criteria agreed before anything runs, and an evidence plan. The previous fixed evaluation fee is not carried into USD without owner confirmation.
Online purchasing is not open. Scope, availability and any credit treatment are confirmed in writing before work begins.