Wadran Industrial Ltd Confidential Briefing Founder-Direct Conversations

Wadran Industrial is building industrial intelligence for refineries and high-risk industrial sites. Built in the United Kingdom. Audited by design.

Our first product is Twin-3 ORCA — a read-only platform that turns historian, alarm, and tag data into SHA-256 sealed evidence packs. Validated on the public Tennessee Eastman Process benchmark at 91.7 percent post-introduction fault detection, and on 501,910 alarm events from the public Manca dataset. We are at pilot stage, building value for operators in safety-critical process industries. The methodology beneath ORCA is portable. The horizon is wide.

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 methodology. The platform built on top of it. Twin-3 ORCA is the first product. The architecture beneath it — physics-constrained residual analysis paired with adaptive conformal coverage and sealed audit chains — is engineered for safety-critical, physics-constrained, high-dimensional time-series data. Every detection carries a formal coverage bound. Every coverage bound sits inside a cryptographically sealed evidence chain. No black-box outputs. No unverified assumptions.

Refineries and high-risk industrial sites are the beachhead. We are at pilot stage, building real value for operators in a market the incumbents have not solved. The methodology is portable because the discipline is portable — from process safety today, into rotating equipment health, energy infrastructure, fleet maintenance, satellite operations, and sovereign defence as the company matures. The work that scales Wadran is vertical engineering on a fixed mathematical foundation, not a new foundation per vertical. That is the asset.

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. 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.

The platform covers 91.7 percent of post introduction fault trajectories across 11 of 12 fault families on the Tennessee Eastman Process benchmark. It structures 501,910 alarm transition events from the public Manca dataset across 81 semantic channels. It returns zero false alarms across 4,590 calibration holdout windows. It runs under adaptive conformal calibration with a sub 1 percent nuisance trigger rate. Every artefact carries a SHA-256 hash and a derivation log that procurement IT verifies in 10 seconds using standard cryptographic tools.

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 to convert. A pilot that delivers a credible value map 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.

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

Wadran Industrial was founded by Parsa Babadi, an engineer with nine years of software engineering experience since 2016. Recent technical work has focused specifically on physics-informed digital twins, time-series anomaly detection, alarm rationalisation methodologies, and conformal coverage. The Tennessee Eastman benchmark results, the Manca alarm dataset structuring, and the SHA-256 sealed forensic pack architecture were all built before the company was incorporated. The company exists to deliver them at industrial scale.

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.

Three open doors

Investors with industrial conviction. Researchers and engineers. Strategic partners.

Investors with the technical depth and patience for industrial business-to-business cycles. Researchers and engineers working in process safety, anomaly detection, conformal methods, physics-informed machine learning, and industrial AI who want to collaborate or contribute. Strategic partners — operators, EPCs, insurers, and industrial software companies — whose work touches the same evidence problem. The same door for all three.

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.

01

Round structure and capital instrument

02

Twelve-month operating plan

03

Pipeline and named operators

04

Pilot economics and unit pricing

05

Target funder alignment and grant pathway

06

Three-year financial model and milestones

07

Methodology disclosure pack

08

Founder background and references

Open the briefing

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.

Investor Enquiry · Confidential
For example Partner, Principal, Investment Director, Programme Manager, Family Office Principal, Strategic Lead.
Corporate or fund email preferred.
Pick one. The founder responds with the requested document or call slot within one business day.
Fund stage, sector focus, cheque range, or anything else useful to the founder before the response.

Encrypted submission · One business day response · Founder reply

By submitting, you agree the data is processed by Wadran Industrial Ltd (UK Company No. 17235583) for the purpose of responding to this enquiry. See privacy.

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