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Technology & Methodology

The QED System :
validation intelligence
for the Lab to IPO Pathway.

QED is the proprietary methodology and technology platform at the heart of PIPE: first developed in 2012 and continuously evolved to create the world's most rigorous, standardised process for validating and commercialising university innovation.

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What is QED?

People, process, and technology.
Systematically combined.

QED: named for the Latin quod erat demonstrandum, "that which was to be demonstrated" — PIPE's core operational system. It combines human expertise, structured process, and blockchain enabled technology to create a repeatable, auditable, and standardised pathway for translating university innovation into investable opportunities.

What makes QED unique is its universality: any project from any area can be disclosed and validated on a like for like, standardised basis. A materials science discovery and a digital health platform are assessed against the same rigorous framework, providing investors, universities, and researchers with a common, trusted language for early stage innovation.

This standardisation is only possible, and only truly efficient: because of the distributed ledger technology that underpins the system. QED does not merely use blockchain: it is designed around it.

2012
Year QED methodology was first developed
11
Assessment streams covering every dimension of commercial readiness
500+
Individual evidence requirements across the full QED framework
5
Rigorous stage gates from disclosure to PIPExchange
TRL
Technology Readiness Levels: standard trusted by SpaceX & NASA
100%
Immutable, auditable progress records for every project
The QED Assessment Framework

Eleven streams. One
investment grade verdict.

QED assesses every project across eleven structured streams, producing over 500 individual evidence requirements that feed into a single quantified output: the Gap Risk Index (GRI). This is not subjective judgement. It is structured, documented, and peer reviewed across every dimension of commercial readiness.

Gap Risk Index: GRI

The single number that drives the funding decision.

GRI is calculated as the proportion of unresolved risk across all evidence items, combining criticality weighting and gap status into a single percentage. Four thresholds govern every PIPE investment decision:

0 to 25%
GREEN
Fund at standard terms
26 to 50%
AMBER
Fund conditionally: funded milestones required
51 to 75%
RED
Do not fund: gaps must be resolved first
>75%
HOLD
IC review required before any decision

The eleven assessment streams

📡

TRL: Technology Readiness

Maps the technology from basic scientific principles (TRL 1) through to full operational deployment (TRL 9) across 9 stages and 180+ evidence items. TRL 1 to 4 are Critical weighted deal breakers.

🛒

SRM: Solution Readiness for Market

Assesses commercial readiness from initial customer validation (SRM 1 to 2) through market quantification, pilot management, and post sales operations (SRM 3 to 9). 137 evidence items.

💼

PRI: Investment Readiness

Evaluates financial, commercial, and legal readiness to receive capital: from executive summary and financial modelling through IP security, team sign off, and Investment Committee preparation.

🏢

BOR: Business Operations

Reviews organisational, governance, and strategic readiness to operate as a standalone commercial entity, covering management structure, risk management, and strategic frameworks.

⚖️

LGR: Legal & Governance

IP ownership, assignment, and protection must be initiated from TRL 2 in parallel: not sequentially. Data governance, regulatory pathway, corporate structure, and university relationship are mandatory before investment close.

🗣️

CDD: Customer Discovery

Validates problem to solution fit through structured Jobs to Be Done interviews before market sizing proceeds. A minimum of ten qualified prospect interviews are required. CDD must be completed before SRM 3.

📈

ERP: Exit & Return Pathway

Documents plausible exit routes, comparable transaction evidence, and investor return modelling under base, upside, and downside scenarios. Must be completed before the final Investment Committee pitch.

👥

TTR: Team & Talent

Addresses the key person risks inherent in university spinouts, covering leadership gap analysis, advisory board composition, knowledge transfer, and succession planning for founding academics.

⚙️

MSR: Manufacturing & Supply Chain

Critical for hardware and deep tech spinouts, reviewing manufacturing feasibility, supply chain risk, and quality management readiness prior to commercial scale up. Software businesses may apply for a formal waiver.

🌱

ESR: ESG & Sustainability

Evaluates environmental, social, and governance position, including sustainability impact, carbon pathway, and institutional investor ESG alignment. ESG criteria carry increasing weight in the overall QED assessment.

📋

PMO: Programme Management

Administrative and process checkpoints governing project setup, commercial agreements, phase end reviews, and transition decisions. PMO gates are mandatory for progression between PIPE phases.

QED Dashboard

Projects are managed through the live QED Dashboard.

Every active PIPE project is managed through the QED Dashboard, providing real time GRI scores, stream by stream progress tracking, a full stage gate roadmap, and evidence documentation. Clients, Associates, and PIPE investment managers all operate from the same platform.

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Blockchain Infrastructure

Why QED requires
distributed ledger technology.

QED was designed from the outset to leverage distributed ledger technology: not as a marketing feature, but as a functional necessity. The QED system creates immutable, auditable records of every assessment, milestone, and decision across the Lab to IPO Pathway.

This immutability is what makes QED trustworthy to institutional investors. When a project reaches the Fund stage, an investor can audit the complete history of validation, milestone achievement, and governance decision making: all onchain, all verifiable, all unchanged.

The IP NFT vault structure also relies on distributed ledger technology, enabling arms length assessment of innovations without public disclosure of the inventive step, whilst creating a permanent, timestamped record of IP provenance that strengthens both patent and publication positions.

🔐

IP NFT Digital Vault

Innovations are stored as dynamic NFTs: timestamped, protected, and accessible only to authorised reviewers. IP provenance is permanently recorded without public disclosure.

📝

Immutable Progress Records

Every milestone, assessment, and decision is recorded onchain, creating an auditable history that cannot be altered or disputed by any party.

🗳️

Community Governance

Key decisions in the ecosystem are governed by $GDAO token holders, creating a decentralised, transparent governance layer that aligns all stakeholder interests.

See QED in action
for your institution.

Request a demonstration of the QED system and Lab to IPO Pathway, and explore how it could work for your university or portfolio.

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