Heavy industry is being told to prove its AI. Almost nothing on the market can. Wadran is building the layer that does.

Wadran is not a single product. It is a founder, a methodology, and the discipline to build the audited evidence layer for every domain that needs one.

Investors and partners join Wadran for three things: the founder, the architecture, and the verticals it unlocks. Twin-3 ORCA is the first product. The architecture beneath it is engineered for safety-critical, physics-constrained, high-dimensional time-series data — coverage-bounded detections inside a cryptographically sealed evidence chain, no black-box outputs. It extends to water utilities, defence platforms, nuclear monitoring, aerospace systems, and semiconductor fabrication — every sector where regulators and boards demand audited evidence and no one has yet built the platform that produces it.

Refineries and high-risk process sites are the beachhead because they have the strictest evidence standards, the largest loss exposure, and the most underserved engineering teams. Twin-3 ORCA proves the architecture in this category. Every subsequent vertical — rotating equipment health, water infrastructure, energy networks, defence platform monitoring, satellite operations — scales on the same audited-evidence foundation. Vertical engineering on a fixed mathematical foundation, not a new foundation per vertical. That is the asset, and it compounds.

Heavy industry already spends hundreds of billions every year on industrial software. No one has built the audit-grade evidence layer it actually needs.

The alarm management software market alone was worth 3.82 billion dollars in 2024 and is projected to reach 6.77 billion dollars by 2030. The adjacent advanced process control market was 2.43 billion dollars in 2024 and is projected to reach 5.44 billion dollars by 2030. Process operators lose between 50 and 260 billion dollars a year to unplanned downtime, with refinery costs running between 388,000 and 628,000 dollars per hour of shutdown. The operators know this. They are already spending. What they do not have is a trusted way to verify a vendor’s claim on their own data before signing a platform contract.

Major operators in the United Kingdom and the Gulf are actively scoping industrial AI partners across the alarm management and process safety category. The EU AI Act high-risk AI provisions enter enforcement on 2 August 2026 — a compliance window that audited-evidence architectures are positioned to capture. Wadran enters from the United Kingdom with a value-gated commercial model that walks through procurement, IT, safety, and audit review without the friction that kills most industrial AI pilots.

Twin-3 ORCA is benchmark validated on public datasets, cryptographically sealed, and ready for first paid pilot delivery.

On the Tennessee Eastman Process canonical benchmark, the R39F sealed chain produced 360 of 360 final-replay detections, with 330 of 360 baseline runs preserved untouched, and the previously low-lift IDV3 family lifted from 0 of 30 to 30 of 30 under monotone OR fusion — with zero baseline-lock violations and zero family degradation. On DAMADICS, Twin-3 detected 19 of 19 official actuator-fault events with a 4-second median detection lag and 0.52% mean event-local pre-event burden, sealed independently under R18M7. The platform also structures 501,910 alarm-transition events from the public Manca dataset across 81 semantic channels for operator alarm-burden work. Every artefact carries a SHA-256 hash and a derivation log that procurement IT verifies in 10 seconds using standard tools. Two structurally different fault-detection benchmarks plus a public alarm-burden dataset, all under one architecture — that is the asset.

The platform never touches the distributed control system or safety instrumented system. The deployment surface is historian export. The architecture is read only by design. The output is a sealed evidence pack the operator owns and the auditor accepts. The technical due diligence pack is available on request through the investor enquiry below.

Value gated pilots. High gross margin recurring evidence service. Land and expand inside Tier A operator accounts.

Wadran sells structured shadow pilots to process majors and a parallel tier to United Kingdom regulated manufacturers. The pilot fee applies only after the sealed evidence pack maps addressable operational value above a floor agreed in writing with the operator. If the floor is not cleared, the operator keeps the evidence pack and the pilot fee does not apply. This is the discipline that walks Twin-3 ORCA through procurement, IT, safety, and audit review without the friction that kills most industrial AI pilots.

The commercial model is structured for land-and-expand: a successful first pilot opens a recurring evidence service inside the same operator account, with additional unit pilots adjacent. The evidence service is software delivered with high gross margin once the platform is deployed. Expansion is the post-first-pilot motion, not a claim about completed deployments.

Built by an engineer. Founder-led. Single point of accountability for every operator, investor, and research conversation.

Wadran Industrial was founded by Parsa Babadi. The technical work that defines the company — the Tennessee Eastman seal, the DAMADICS official-event validation, the Manca alarm-burden structuring, and the SHA-256 audit-chain architecture — was built and sealed before the company was incorporated. The company exists to deliver this work at industrial scale, and to extend the same architecture into every adjacent safety-critical sector that needs it.

Investors, researchers, and partners all reach the founder through the same door. There is no separate channel and no gatekeeper. Every conversation begins with what the evidence shows and what it does not. Background, references, and technical depth are shared with qualified investors and partners under mutual non-disclosure. The reply lands within one business day.

People who want a substantive, evidence-driven conversation.

Wadran is built for people who understand industrial technology and want a meaningful exchange. Technical depth matters. Patience with industrial sales cycles matters. The belief that the next decade of operational technology will be defined by who actually delivers in safety-critical sites — matters most. Whether you are an investor, a researcher, or an aligned partner, you are welcome here.

This is not a consumer growth story. It is a focused industrial company with technical depth, a clear safety mission, and the discipline to grow at the speed of operator trust.

The substantive material is delivered direct from the founder. Here is what that briefing contains.

Wadran does not publish round structure, financial model, pipeline, or methodology depth on the open web. The items below are what the briefing covers — shared in conversation, under mutual non-disclosure, with the same discipline the evidence chain itself demands.

Tell us briefly who you are. The founder will reply personally.

Five fields. The founder replies within one business day with whatever is most useful — a tear sheet, a deeper technical briefing, or a short call slot. Whether you are an investor exploring the round, a researcher curious about the methodology, or a partner with an aligned mission, this is the same door. No marketing list. No automated funnel. Just a conversation that begins with the evidence.

For direct contact outside the structured enquiry, write to [email protected] or connect on LinkedIn.