Deterministic compute and data architecture

Prove
Everything.

Deterministic compute and data architecture for sovereign and regulated workloads. Developing the foundations for persistent context, coordinated execution, and evidence you can examine.

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Illustrative film. Architecture, in its own frame.

The question

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How do you know?

A regulator, an auditor, opposing counsel, a board. Eventually someone asks how an AI system reached a decision: on which hardware, under which policy, using which data.

Most infrastructure can show logs. CertainTIQ is built so the answer is a record that can be examined.

Five colleagues in suits around a wooden boardroom table with papers and water glasses; a woman at the head of the table speaks while the others listen, city towers beyond the windows.
Illustrative photograph. The question arrives in a room like this.

Three things a reviewer will ask

  1. Can you reconstruct the decision?

    Not a log of the outcome. The inputs, policy, assignment and lineage that produced it.

  2. Can you prove the boundary held?

    Not controls applied afterwards. Governance evaluated before the work is permitted to run.

  3. Can an independent reviewer verify it?

    Not from live production. From a record checked against its recorded anchors.

Why the record matters

The record has to exist before the challenge does.

When an AI action is challenged, the evidence that matters is the context in which it was permitted and run: inputs, rule version, hardware assignment and history. CertainTIQ is designed to preserve that context at execution, rather than ask a reviewer to reconstruct it afterwards from scattered logs.

See what is retained →

The difference

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An answer is not evidence.

Conventional infrastructure typically returns a result. CertainTIQ is designed to return the result with the recorded decisions needed to reconstruct it.

Conventional AI stack compared with the CertainTIQ design
AspectConventional AI stackCertainTIQ design
GovernanceOften reviewed after execution, from logs.Policy is checked and an audit record is emitted before dispatch.
SchedulingHeuristics can be spread across external orchestrators.A fixed evaluation order and a fixed tie-break inside one in-process boundary.
HistoryLogs can fragment across systems, drift or be overwritten.A lineage graph in which each state links to its causes and carries a SHA-256 anchor.
HardwareIntegration is often written per vendor and per interconnect.A common runtime interface intended to hide supported device and transport differences.
ScaleState can fragment as clusters grow.Designed to scale horizontally on off-the-shelf hardware while maintaining state.

This comparison describes design approaches, not any specific product.

Follow one task through the platform

The shared foundation

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One substrate between the work you run and the hardware you own.

CertainTIQ is designed as an ecosystem rather than another tool to integrate. Existing workloads come in, governed execution happens across the devices you already have, and evidence comes out for the people who must answer for the result.

A technician's hands slide a server into an open rack, braided cable bundles along its side and green status lights on the units below.
Illustrative photograph. The hardware you already run.

  • Runs on what you own

    Built for off-the-shelf hardware and independent of any single interconnect, so adoption starts with the fleet already in place.

  • Brings existing work with it

    Designed to bring current pipelines, scripts and databases under one governance model, with integration scoped in each evaluation.

  • One set of rules everywhere

    The same policy model applies on every device and every tenant, rather than being rebuilt per system.

  • Evidence by default

    Every governed task leaves a record that can be replayed and compared, instead of a log written after the fact.

The record

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Every governed task leaves a sealed trace.

Hashes give a reference for comparison. They do not by themselves prove that inputs were true.

Each step becomes a node. Each node links to its causes and carries a SHA-256 anchor. Alter one record and its anchor no longer matches.

Gloved hands press a strip of plain tape across the lid of a grey archival box on an oak table, a steel ruler and a fountain pen beside it.
Illustrative photograph. A seal shows whether something was opened.

Where proof is required

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Seven places an answer is not enough.

Outcomes describe what an evaluation would examine, not results achieved.

See every application
  1. 01 Sovereign and government Examine execution within agreed data and operational boundaries. An operations room with standing desks and tall windows; staff work at monitors while two colleagues confer beneath a large wall display of a network graph.
  2. 02 Finance Reconstruct a selected analytical workflow and its inputs. Three analysts at a shared desk in a high-rise office review a printed chart and a laptop, a city skyline through the windows behind them.
  3. 03 Healthcare and life sciences Trace the provenance of a research workflow. A researcher in a lab coat, safety glasses and blue gloves pipettes into a well plate at a laboratory bench, tube racks in the foreground.
  4. 04 Legal and discovery Examine the transformation history behind a result. Stated limitLineage supports review. It is not a guarantee of admissibility.
  5. 05 Industrial and NVH acoustics Preserve test conditions alongside signal analysis. A technician kneels to adjust a microphone stand beside a grey test vehicle on rollers inside an anechoic chamber lined with foam wedges.
  6. 06 Interactive worlds Reconstruct authoritative simulation state and evaluate continuity. Two developers at dusk review a rendered landscape with a hilltop castle on a large monitor; one points at the screen while the other takes notes, a city skyline in the window.
  7. 07 Earth observation and weather Trace a derived image or forecast to its captures, inputs and run. A large white satellite ground-station dish inside a perimeter fence under a heavy evening sky, a small service hut beside it and a person walking across the gravel.

Proposed evaluation

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A thirty-day evaluation on one program and one supported rig.

A proposed structure that begins once technical readiness is confirmed. Data custody, retention, NDA terms and access are agreed in writing before day one.

  1. Days 1–5Define

    Workload, baseline and permissions.

  2. Days 6–15Integrate

    Capture and execution on the agreed rig.

  3. Days 16–25Compare

    Paired comparison and agreed security tests.

  4. Days 26–30Review

    Evidence, overhead and open issues.

Scope an evaluation

§07 · Architecture dossier Anchor

The CertainTIQ architecture is supported by an active intellectual-property program. Explore the incorporated filing scope and the questions for private diligence.

17 parts · 142 claims · Read the dossier →

Private briefing, under mutual NDA

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Bring the workload you cannot yet prove.

A session with the CertainTIQ engineering team. We walk through the architecture, test it against your questions and scope whether an evaluation makes sense.

Request a private briefing

Or write to Info@certaintiq.com.