Build aerostatic bearing rotor systems faster — with early guardrails.

AURA is a decision‑ready engineering workflow for gas‑static (aerostatic) rotors. It helps teams reduce late CAE surprises and shorten iteration cycles by standardizing the early phase.

Requirements → Layout → Bearing sizing → Rotordynamics screening → Validation → Manufacturing pack.

Request a paid pilot Get a demo link

Recruiting 2–3 pilot partners (January 2026). Expect a reply within 24 hours.

10× faster

Pilot target: early iterations (days, not weeks) by standardizing inputs & outputs.

95% consistency

Pilot target: consistent assumptions & unit/constraint checks across the workflow.

up to $200K saved

Pilot framing: avoid rework, late redesign, and repeated CAE loops per program.

Layout + constraints Conical gas bearing sizing Rotordynamics screening Adams / SolidWorks validation path Report‑grade packages

Urgency

We are selecting 3 pilot partners to validate ROI on real architectures and lock the first reference cases.

ICP (broad but clear)

R&D and design teams building high‑speed rotors with gas‑static bearings: spindles, compressors, microturbines, cryogenic machinery.

Business value

Shorter design cycle: fewer disconnected spreadsheets and manual handoffs
De‑risk decisions: feasibility flags before you commit to heavy CAE or manufacturing
Review‑ready outputs: a traceable package you can share internally

Social proof (founder credibility)

Built from long‑term research & engineering practice in gas‑static bearings (patents + academic work) and designed to align with established CAE workflows.

Product

AURA produces decisions and traceable packages — not isolated calculations.

1) Requirements intake

Targets, constraints, RPM range, envelopes, and failure modes captured once.

2) Layout + guardrails

Architecture selection with sanity checks (support span, loads, constraints).

3) Sizing + stability

Bearing capacity/stiffness/flow + rotordynamics screening to catch risk early.

Aerostatic bearing pressure field visualization

Illustrative visualization for pressure field + geometry context.

Full value cycle

Requirements → decision gates (what passes / what fails and why)
Validation handoff (Adams / SolidWorks comparison path)
Manufacturing pack (export‑ready reports & drawings as the roadmap)

What teams get on day one

Decision summary: feasibility flags, constraints, assumptions
Engineering outputs: sizing tables + stability diagnostics
Traceability: report‑grade package for internal review

Request a pilot Ask for demo

Market opportunity

High‑speed rotating machinery is growing across advanced manufacturing, energy, aerospace, and cryogenics. Gas‑static bearings enable non‑contact, high‑speed architectures — but the engineering workflow is still fragmented.

Where demand comes from

Precision spindles and advanced manufacturing
Compressors and turbomachinery (incl. hydrogen)
Cryogenic expanders and scientific equipment

Why now

Higher RPM and tighter tolerances
Pressure to shorten design cycles
Need for traceability and engineering QA

Buyer profile

R&D teams and engineering managers
OEMs and specialized integrators
Universities and research labs (early adopter channel)

Pilot, business model, and acquisition

We start with a paid pilot (2–4 weeks) to validate ROI on your real rotor architecture. Then we transition to subscription for ongoing design iterations, templates, and internal reuse.

Paid Pilot (services + software)

Kickoff: constraints, RPM range, performance targets
Rapid iterations inside the AURA workflow
Decision‑ready report + recommendations
Optional validation loop (Adams / SolidWorks path)

Pilot success criteria

Clear feasibility gate (pass/fail + what to change)
Repeatable input template for the next project
Internal review pack ready for engineering leadership

Subscription (software)

Team access to workflows and templates
Reusable design packages across projects
Roadmap: more bearing types + deeper dynamic KPIs
Export‑ready packages (procurement, manufacturing)

Go‑to‑market (traffic)

Wedge: universities & research labs → credibility and early users
Direct: outreach to OEMs / integrators (spindles, compressors, cryogenics)
Content: calculators + technical guides → inbound intent
Partners: air‑bearing vendors, CAE consultants, test labs

Request pilot access Get demo link

Use the pilot intake form — it’s the fastest way to get a reply (within 24 hours).

Moat (competitive advantage)

The advantage is not a calculator. It is a coupled workflow + domain model + automation that scales.

Coupled workflow

Layout, sizing, and stability screening in one pipeline — fewer handoffs, fewer mismatched assumptions.

Automation (AI-ready)

Guardrails, consistency checks, and report generation reduce human error and make knowledge reusable.

Trust via validation

Comparison path to established toolchains (Adams / SolidWorks) improves adoption and confidence.

High barrier to copy

Coupled pipeline + decision gates (process moat)
Constraint logic + heuristics (engineering moat)
Validation baselines + datasets (trust moat)
Templates + reports that lock workflows in teams (switching cost)

Scales beyond one application

Same workflow fits spindles, compressors, microturbines, cryogenic machines
Roadmap: more bearing families, deeper dynamics, manufacturing pack
Long term: standards-aligned decision packages and QA

FAQ (for investors and partners)

What problem does AURA solve?

Early-stage aerostatic rotor design is fragmented: spreadsheets, separate tools, and inconsistent assumptions. AURA standardizes the workflow and produces a traceable decision package — faster cycles and lower risk.

Are the numbers real (10× / 95% / $200K)?

These are pilot targets and ROI framing used in accelerator review. The paid pilot is where we validate the actual improvements on your architecture and document the reference case.

Who pays and why?

Engineering teams pay to shorten iteration cycles, reduce late-stage CAE surprises, and improve internal review quality. Entry is a paid pilot, followed by subscription for repeat projects and team access.

Why is this hard to copy?

The moat is workflow coupling + domain constraints + validation baselines. It is not one formula; it is an engineered system with guardrails, automation, and trust.

Is the market limited to spindles?

No. AURA targets high-speed rotors with aerostatic bearings across spindles, compressors, microturbines, and cryogenic machinery.

What is the next milestone?

1–3 paid pilots with real architectures, a repeatable report template, and a documented validation loop (Adams / SolidWorks comparisons).

Contact (pilot requests)

Oleksii Breshev — Founder, AURA Engineering Platform

Contact email: aura@breshevengineering.com

Reply time: within 24 hours
Best first message: machine type + RPM range + constraints

Open pilot intake form Email to request a pilot LinkedIn Telegram: @Breshev_Engineering

Next step: we’ll confirm fit in a short call and share a one-page pilot scope.