UKBT Institute · FORTRESS R&D
The Townhouse 2.0
Where Innovation Meets Reality
The Practitioner Readiness Level (PRL) framework enforces practitioner pull over technology push, turning the linear R&D pipeline into a co-creative process that reduces failure rates and accelerates adoption.
10-Stakeholder Townhouse Model
All 10 validate at PRL 3. Select a voice to see the question they answer.
The Innovation Crisis We're Solving
High UK R&D project failure rates: many never reach production
Significant adoption gaps despite technical viability in public sector innovation
annual UK business R&D investment with stagnant real-term growth since 2018
Of the projects that do reach production, many still fail to win practitioner adoption. There is a clear need for better validation frameworks that ensure innovations actually work for the people who need them.
Why We Exist
PRL introduces a rigorous, evidence-based measurement system that validates practitioner adoption intent and workflow integration before capital is committed to technical development. Integrated within FORTRESS R&D's four-stage model—Collaborate, Experiment, Build, Scale—the PRL framework creates a structured pathway from problem identification through to sector-wide standardisation. All 10 stakeholders validate at PRL 3, ensuring comprehensive risk assessment.
Access for All
We help technologists, professionals, and communities access emerging technologies and explore real-world problems across sectors—from women's health to education, legal services to supply chains.
Home-Grown Talent
We provide home-grown talent into sectors that couldn't previously access it. Fresh eyes, new thinking, diverse perspectives—this is how we transform industries.
Permission to Fail
A safe space to test, fail, and move on if the solution doesn't make sense. Startups can't afford traditional R&D—we're creating an affordable, practitioner-led alternative.
Interdisciplinary Innovation
We bring together not just tech professionals, but health workers, teachers, community leaders, lawyers, and sector professionals to provide a holistic perspective on technology.
Supporting the Tech Ecosystem
Our aim is to explore as many sectors as possible, bringing new talent and thinking while supporting the tech ecosystem to build better tools that actually work.
Practitioner Pull > Tech Push
We enforce practitioner pull over technology push, transforming R&D from a linear pipeline into a co-creative innovation process that reduces failure and accelerates adoption.
How the Townhouse Works
The Townhouse is where we bring together experts and individuals beyond tech. It's a four-floor collaborative space that transforms how innovation happens—replacing technology push with practitioner pull.
Floor 4: SCALE
Growth & Markets + Promotion & Ecosystem
The Scale stage encompasses both operational expansion (PRL 8) and sectoral transformation (PRL 9), where solutions transition from early adopter communities to mainstream practice. This stage requires different capabilities than development—specifically, infrastructure for training, support, and continuous improvement.
Floor 3: BUILD
Practitioner-Led & Research
The Build stage formalises the transition from validated prototype to production-ready solution, with practitioner champions taking co-ownership of development roadmap and academic partners embedding rigorous research methodologies. This stage prevents the common failure mode where early adopter enthusiasm does not translate to broader organisational adoption.
Floor 2: EXPERIMENT
Stress Test & Validate
The Experiment stage subjects potential solutions to rigorous practitioner-led testing, progressing from low-tech analogue prototypes through to digital workflow integration. This stage enforces the principle that technology is a solution enabler, not a solution itself—if the fundamental approach doesn't work in analogue form, adding technology will not rescue it.
Floor 1: COLLABORATE
Knowledge Transfer & Discovery
The Collaborate stage establishes the foundational requirement for all subsequent R&D activity: practitioner-validated problem identification. This stage prevents the all-too-common scenario where innovations are developed in response to perceived rather than actual practitioner needs.
Who We Bring Together
The Townhouse 2.0 is intentionally interdisciplinary. We believe better technology emerges when diverse perspectives collide. This isn't just about technologists—it's about humanity.
Technologists
Health Workers
Teachers
Lawyers
Community Leaders
Sector Professionals
Right Person, Right Question, Red Flag Answer
The 10 stakeholders you must validate with, the critical questions to ask, and the red flag answers that signal failure
PRACTITIONERS
Daily End UsersRight Question:
"Do you face this problem daily?"
Active PRL Stages:
PRL 1-2, 5-6, 8
Validates:
Problem frequency; workflow reality; operational pain
Catches:
Low-frequency problems; theoretical issues; nice-to-haves
Red Flag Answers:
- "Occasionally"
- "Sometimes"
- "Not urgent"
CUSTOMERS
Budget AuthorityRight Question:
"Will you pay real money for this today?"
Active PRL Stages:
PRL 3, 9
Validates:
Economic signal; willingness-to-pay; purchasing authority
Catches:
Speculative interest; no budget; 'after v2' syndrome
Red Flag Answers:
- "Let me think"
- "After v2"
- "Maybe later"
ACADEMICS
Research/EvidenceRight Question:
"Is this domain scientifically promising?"
Active PRL Stages:
PRL 1, 4
Validates:
Technical feasibility; evidence base; fundamental principles
Catches:
Impossible ideas; violation of physics; no research basis
Red Flag Answers:
- "Unclear"
- "Needs more research"
- "Violates physics"
SUPPLY CHAIN
Sourcing/ManufacturingRight Question:
"Can we source, build, deliver this reliably?"
Active PRL Stages:
PRL 4-5
Validates:
Materials availability; manufacturing reality; logistics
Catches:
Can't source materials; impossible tolerances; scale barriers
Red Flag Answers:
- "Can't source materials"
- "Impossible tolerances"
- "Scale barriers"
INTERNAL CHAMPIONS
Organizational AdvocatesRight Question:
"Does our team need this yesterday to win?"
Active PRL Stages:
PRL 6-7
Validates:
Urgency; organizational priority; budget mobilization ability
Catches:
'Nice to have'; no urgency; can't mobilize budget
Red Flag Answers:
- "Nice to have"
- "Low priority"
- "Can't mobilize budget"
MARKET
Timing/CompetitionRight Question:
"Is the timing right or are we early/late?"
Active PRL Stages:
PRL 3, 6, 9
Validates:
Market readiness; competitive landscape; adoption timing
Catches:
Too early/late; saturated market; bad timing
Red Flag Answers:
- "Too early"
- "Too late"
- "Saturated market"
BUDGET HOLDERS
Finance Decision MakersRight Question:
"What's the budget cycle and approval process?"
Active PRL Stages:
PRL 3
Validates:
Funding pathways; procurement timelines; budget availability
Catches:
18-month cycles; no discretionary budget; wrong fiscal year
Red Flag Answers:
- "18-month cycles"
- "No discretionary budget"
- "Wrong fiscal year"
FINANCE/PROCUREMENT
Economic RealityRight Question:
"What's the real Total Cost of Ownership?"
Active PRL Stages:
PRL 3, 8
Validates:
TCO calculation; buying process; payment terms; unit economics
Catches:
Hidden costs; 90-day payment terms; integration costs
Red Flag Answers:
- "Hidden costs"
- "90-day payment terms"
- "Integration costs"
LAWYERS/REGULATORY
Compliance/RiskRight Question:
"What are the regulatory barriers and costs?"
Active PRL Stages:
PRL 3
Validates:
Compliance requirements; approval timelines; liability costs
Catches:
MHRA 2-year delay; indemnity kills margins; no approval path
Red Flag Answers:
- "MHRA 2-year delay"
- "Indemnity kills margins"
- "No approval path"
TECHNOLOGISTS
ImplementationRight Question:
"Can we actually build this? What's cost-to-serve?"
Active PRL Stages:
PRL 1, 4-5
Validates:
Implementation reality; technical architecture; scalability
Catches:
Cost-to-serve scales wrong; technical debt; infrastructure costs
Red Flag Answers:
- "Cost-to-serve scales wrong"
- "Technical debt"
- "Infrastructure costs"
Real-World Examples
Practitioner
Daily User
Question
"Does this save you 2+ hours a week?"
Red Flags
"Maybe"
"I'd try it"
Why It Matters
If practitioners can't definitively say yes, the problem isn't urgent enough.
Customer
Pays
Question
"Will you pay £X today to fix this?"
Red Flags
"Let me think"
"After v2"
Why It Matters
Delayed payment signals low urgency or misaligned value proposition.
Frontline Operator
End User
Question
"Would you fight to keep this tool?"
Red Flags
"Silence"
"Shrugs"
Why It Matters
If operators won't advocate for the tool, adoption will fail.
Never skip a voice. If any stakeholder gives a red flag answer, pause and pivot before investing further.
The Townhouse methodology ensures all 10 stakeholders validate before progression. Core Principle: "Never skip a voice" - All stakeholders validate at PRL 3.
The Practitioner Readiness Level (PRL) Framework
A Pioneering UK R&D Validation Model | Integrated with FORTRESS Four-Stage Innovation Pipeline
The PRL framework ensures every innovation moves up only when practitioners have validated it, only when it solves real problems. Each level requires rigorous evidence before progression.
Is the problem practitioner-identified and operationally significant?
1-3 practitioners articulate top-3 pain
Practitioner (Daily User)
"Do you face this problem daily?"
Occasionally or Sometimes
Knowledge Transfer & Discovery
TRL: Basic principles observed
CRL: Hypothetical commercial proposition
Is this an industry-wide problem or localized pain point?
≥10 practitioners across organisations confirm; sector mapping validates scope
Practitioners (Sector Cohort)
"Is this a sector-wide problem or just your organisation?"
Only 1-2 organisations face it
Knowledge Transfer & Discovery
TRL: Technology concept formulated
CRL: Commercial proposition formulated
Will practitioners and domain experts commit time to solution development?
≥5 practitioners commit scheduled time; LOI for pilot participation
Practitioners (Pilot Participants)
"Will you commit 10+ hours over 2 weeks to test solutions?"
Maybe later or If we have time
Knowledge Transfer & Discovery
TRL: —
CRL: —
Have all ecosystem stakeholders been consulted across the value chain?
All 10 stakeholder voices validated; economic signal confirmed
Customer (Pays) + 10 Stakeholders
"Will you pay £X today to fix this?"
Let me think or After v2
Knowledge Transfer & Discovery
TRL: Experimental proof of concept
CRL: Applied research based on market reality
What technology innovation type is proposed and what baseline performance exists?
Tech classified; ≥70% task completion in analogue pilot
Supply Chain + Academics
"Can we source, build, deliver this reliably?"
Can't source materials or Impossible
Stress Test & Validate
TRL: Technology validated in lab
CRL: Small-scale pilot commercially valid
Does technology demonstrate utility, impact, or originality in real-world conditions?
Measurable workflow impact; practitioners validate usefulness
Practitioner (Daily User)
"Does this save you 2+ hours per week?"
Maybe or I'd try it
Stress Test & Validate
TRL: Technology validated in relevant environment
CRL: Large-scale pilot commercially validated
Can innovation withstand multi-stakeholder adversarial testing?
NPS ≥80; TVR ≥10; cross-sector stress test passed
Frontline Operator + Market
"Would you fight to keep this tool?"
Silence, shrugs, or It's okay
Stress Test & Validate
TRL: Technology demonstrated in relevant environment
CRL: Commercial trial with repeat customers
Can innovator demonstrate documented practitioner impact?
≥1 peer-reviewed case study; academic validation
Internal Champion
"Does your team need this yesterday to win?"
Nice to have or Eventually
Practitioner-Led & Research
TRL: System prototype in operational environment
CRL: Commercial launch with market traction
Will practitioners sustain adoption beyond proof-of-concept?
≥100 users; 90% retention; 30% referral; week-long operational trial
Community (Peer Network)
"Would you recommend this to peers?"
<30% referral rate
Growth & Markets
TRL: System complete and qualified
CRL: Scaling product/business
Has innovation achieved commercial validation and sector adoption?
≥1 paying customer with contract; community of practice; policy influence
Market + Customer
"Is this becoming sector standard?"
No ecosystem effects visible
Promotion & Ecosystem
TRL: System proven in operational environment
CRL: Sustainable business model proven
Is the problem practitioner-identified and operationally significant?
- Evidence:
- 1-3 practitioners articulate top-3 pain
- Ask Practitioner (Daily User):
- "Do you face this problem daily?"
- Red flag:
- Occasionally or Sometimes
- Framework alignment
- TRL: Basic principles observed · CRL: Hypothetical commercial proposition
Is this an industry-wide problem or localized pain point?
- Evidence:
- ≥10 practitioners across organisations confirm; sector mapping validates scope
- Ask Practitioners (Sector Cohort):
- "Is this a sector-wide problem or just your organisation?"
- Red flag:
- Only 1-2 organisations face it
- Framework alignment
- TRL: Technology concept formulated · CRL: Commercial proposition formulated
Will practitioners and domain experts commit time to solution development?
- Evidence:
- ≥5 practitioners commit scheduled time; LOI for pilot participation
- Ask Practitioners (Pilot Participants):
- "Will you commit 10+ hours over 2 weeks to test solutions?"
- Red flag:
- Maybe later or If we have time
- Framework alignment
- TRL: — · CRL: —
Have all ecosystem stakeholders been consulted across the value chain?
- Evidence:
- All 10 stakeholder voices validated; economic signal confirmed
- Ask Customer (Pays) + 10 Stakeholders:
- "Will you pay £X today to fix this?"
- Red flag:
- Let me think or After v2
- Framework alignment
- TRL: Experimental proof of concept · CRL: Applied research based on market reality
What technology innovation type is proposed and what baseline performance exists?
- Evidence:
- Tech classified; ≥70% task completion in analogue pilot
- Ask Supply Chain + Academics:
- "Can we source, build, deliver this reliably?"
- Red flag:
- Can't source materials or Impossible
- Framework alignment
- TRL: Technology validated in lab · CRL: Small-scale pilot commercially valid
Does technology demonstrate utility, impact, or originality in real-world conditions?
- Evidence:
- Measurable workflow impact; practitioners validate usefulness
- Ask Practitioner (Daily User):
- "Does this save you 2+ hours per week?"
- Red flag:
- Maybe or I'd try it
- Framework alignment
- TRL: Technology validated in relevant environment · CRL: Large-scale pilot commercially validated
Can innovation withstand multi-stakeholder adversarial testing?
- Evidence:
- NPS ≥80; TVR ≥10; cross-sector stress test passed
- Ask Frontline Operator + Market:
- "Would you fight to keep this tool?"
- Red flag:
- Silence, shrugs, or It's okay
- Framework alignment
- TRL: Technology demonstrated in relevant environment · CRL: Commercial trial with repeat customers
Can innovator demonstrate documented practitioner impact?
- Evidence:
- ≥1 peer-reviewed case study; academic validation
- Ask Internal Champion:
- "Does your team need this yesterday to win?"
- Red flag:
- Nice to have or Eventually
- Framework alignment
- TRL: System prototype in operational environment · CRL: Commercial launch with market traction
Will practitioners sustain adoption beyond proof-of-concept?
- Evidence:
- ≥100 users; 90% retention; 30% referral; week-long operational trial
- Ask Community (Peer Network):
- "Would you recommend this to peers?"
- Red flag:
- <30% referral rate
- Framework alignment
- TRL: System complete and qualified · CRL: Scaling product/business
Has innovation achieved commercial validation and sector adoption?
- Evidence:
- ≥1 paying customer with contract; community of practice; policy influence
- Ask Market + Customer:
- "Is this becoming sector standard?"
- Red flag:
- No ecosystem effects visible
- Framework alignment
- TRL: System proven in operational environment · CRL: Sustainable business model proven
The Complete PRL Framework
Select a level for its evidence requirements, collaboration mechanisms, failure modes and gate threshold.
Practitioner-Identified Problem
Is the problem articulated by practitioners in their operational context?
Evidence Requirements
- 1-3 domain practitioners independently identify pain point as top-3 operational challenge
- Problem documented using practitioner's own terminology (not researcher language)
- Problem manifests ≥3 times per week in normal workflow conditions
- Problem causation understood by practitioners (not just symptoms)
Collaboration Mechanisms
- Knowledge Transfer Roundtables: Structured problem surfacing sessions convening cross-sector practitioners (NHS clinicians, teachers, solicitors, supply chain managers, public sector workers)
- Problem Mapping Workshops: Facilitated sessions to distinguish root causes from symptomatic complaints
- Cross-Sector Peer Review: Practitioners from adjacent domains validate whether analogous problems exist
Failure Modes & Pivot Actions
No known solution pathway within 5-year horizon → Research alternative problems within same practitioner domain
Solution requires systemic change beyond capacity → Narrow scope to addressable sub-problem
Cannot articulate consequences of non-resolution → Research what practitioners consider genuinely urgent
Gates, Red Flags & Scoring
The rules that decide whether an innovation earns the right to move up a level.
Rule: Any red flag at designated PRL level = automatic gate failure
Recognize red flag signals early to prevent costly failures. Each red flag triggers immediate pivot or kill decision.
PRL 1-2
"Occasionally / Sometimes"
Low frequency; not urgent; not top-3 pain
KILL or pivot to higher-frequency problem
PRL 2.5
"Maybe later / If we have time"
No commitment; low priority
KILL or find practitioners with urgency
PRL 3
"Let me think / After v2"
No willingness-to-pay; speculative interest
KILL or pivot value proposition
PRL 3
"Too early / Too late"
Market timing wrong
KILL or wait for market readiness
PRL 4
"Can't source / Impossible"
Technical/supply chain impossibility
KILL or research alternative approaches
PRL 5
"Maybe / I'd try it"
Marginal benefit; insufficient impact (<2 hours/week)
Redesign for 10x impact or KILL
PRL 6
"Silence / Shrugs / It's okay"
Not mission-critical; won't defend it
KILL; will never achieve adoption
PRL 7
"Nice to have / Eventually"
No urgency; won't mobilize budget
KILL or find different champion segment
PRL 8
"<30% referral rate"
Poor product-market fit; retention will collapse
Fix core value proposition or KILL
PRL 9
"No paying customers"
Business model broken; no commercial validation
Pivot business model or KILL
PRL 1-2
Red Flag Signal:
"Occasionally / Sometimes"
What It Means:
Low frequency; not urgent; not top-3 pain
Immediate Action:
KILL or pivot to higher-frequency problem
PRL 2.5
Red Flag Signal:
"Maybe later / If we have time"
What It Means:
No commitment; low priority
Immediate Action:
KILL or find practitioners with urgency
PRL 3
Red Flag Signal:
"Let me think / After v2"
What It Means:
No willingness-to-pay; speculative interest
Immediate Action:
KILL or pivot value proposition
PRL 3
Red Flag Signal:
"Too early / Too late"
What It Means:
Market timing wrong
Immediate Action:
KILL or wait for market readiness
PRL 4
Red Flag Signal:
"Can't source / Impossible"
What It Means:
Technical/supply chain impossibility
Immediate Action:
KILL or research alternative approaches
PRL 5
Red Flag Signal:
"Maybe / I'd try it"
What It Means:
Marginal benefit; insufficient impact (<2 hours/week)
Immediate Action:
Redesign for 10x impact or KILL
PRL 6
Red Flag Signal:
"Silence / Shrugs / It's okay"
What It Means:
Not mission-critical; won't defend it
Immediate Action:
KILL; will never achieve adoption
PRL 7
Red Flag Signal:
"Nice to have / Eventually"
What It Means:
No urgency; won't mobilize budget
Immediate Action:
KILL or find different champion segment
PRL 8
Red Flag Signal:
"<30% referral rate"
What It Means:
Poor product-market fit; retention will collapse
Immediate Action:
Fix core value proposition or KILL
PRL 9
Red Flag Signal:
"No paying customers"
What It Means:
Business model broken; no commercial validation
Immediate Action:
Pivot business model or KILL
Why PRL Catches More Failures Than TRL + CRL Combined
The Synthesis Effect: The Townhouse IS the Mechanism That Powers PRL
The Synthesis Effect
PRL catches Technical + Commercial + Regulatory + Operational + Adoption issues simultaneously and early
10 Stakeholder Perspectives
10 stakeholder perspectives > sum of individual insights
- •Cross-disciplinary challenges surface hidden assumptions
- •Non-stakeholder perspectives (from other sectors) provide novel solutions
- •Constructive criticism early >> expensive pivots late
Early Failure Detection
Catch failures early (weeks not years, £10K not £1M)
Time
Weeks vs Years
Cost
£10K vs £1M
Failure
87% → <20%
Two-Way Knowledge Transfer
Innovators learn, practitioners gain visibility
- •Practitioners understand emerging technologies
- •Innovators understand real-world constraints
- •Mutual learning creates better solutions
Stakeholder Buy-In
Validation participants become champions
Early engagement creates advocates who drive adoption
Constructive Challenge
Safe space to expose flaws before investment
Fail fast, fail cheap, learn quickly
Cross-Sector Innovation
Insights from one field solve problems in another
- •Healthcare solutions inform education tools
- •Legal tech insights improve supply chain systems
- •Sector-agnostic problem solving
The Four Rules That Reduce Innovation Failure from 87% to <20%
"Never skip a voice"
Validate with all 10 stakeholders before proceeding
Impact: Catches hidden barriers early
"Test simple before mass tech implementation"
Low-cost pilots (paper/concierge/no-code) before building
Impact: Validates approach before expensive development
"Co-create, don't dictate"
Work shoulder-to-shoulder with practitioners
Impact: Builds ownership and adoption commitment
"Share everything"
Build in public; publish learnings
Impact: Enables others to copy, improve, or join
"The Practitioner Readiness Level framework isn't just a scoring system - it's a convening methodology that brings together diverse expertise to catch failures early, create two-way knowledge transfer, build stakeholder buy-in, enable constructive challenge, and generate cross-sector innovation."
The power of PRL is the power of the Townhouse
Enter the Townhouse
Join us in transforming UK innovation. Choose the path that fits you.
Practitioners
Bring a problem
Frustrated with solutions that don't work? Tell us the problem you face every day.
Get InvolvedInnovators & startups
Validate before you build
Can't afford traditional R&D? Test your idea with the people who'll actually use it.
Get InvolvedAcademics & partners
Join the Townhouse
Researchers, funders, legal, finance and supply chain experts: become one of the 10 voices.
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