Public interest innovation

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Topic dossier · Innovation Nexus

Public interest innovation

Public interest innovation directs research and technology toward goals that markets alone underserve: decarbonisation, health, resilience and inclusive public services. Mission-oriented programmes set a clear goal, mobilise several sectors and adapt their portfolio as they learn. This page sets out how missions are designed and governed, how public value is distinguished from activity, and what evidence ministries, agencies and funders need when they set, steer and end such programmes.

Systems · around this subjectDesign, not a record

Regulatory sandbox board

Public interest innovation · Regulatory sandbox · Cohort 6

Two pilots near exit testGRF · Innovation Nexus

Cohort

Parametric micro-coverInsuranceAgreed5 of 12Testing
Flood sensor data marketDataPartial6 of 12Conditions
AI permit triagePublic serviceAgreed7 of 12Testing
Drone deliveries, medicalLogisticsAgreed12 of 12Exit test

Exit criteria

Consumer harm
none recorded
Evidence
independent evaluation
Rule change
regulator decides
Wind-down
plan on file

Sandbox cycle

  1. Applyeligibility
  2. Admitsafeguards
  3. Testbounded
  4. Evaluateindependent
  5. Exitor rule change
  6. Publishlessons
Regulatory sandbox board: the screen's structure, terms and states for Public interest innovation.Placeholder names and illustrative values; a design, not a record or a live system.

Fig.Regulatory sandbox board. Design wireframe with placeholder names and illustrative values, not a record or a live system.

01In brief

The short answer.

Mission-oriented innovation directs research and technology toward goals markets alone underserve, such as decarbonisation, health, resilience and inclusive public services. Missions set a clear goal, mobilise several sectors and adapt their portfolio as they learn, which needs stop rules, published evaluations and safeguards against capture.

02Geography

Connected activity in Egypt and the Nile Delta.

Night-time lights and population density, the footprint of electrified, connected activity, framed on Egypt and the Nile Delta as an example geography for this subject; each layer is a dated NASA product.

The interactive map needs JavaScript; the layer list and sources are below.

Layers 2

Connected activity

Latest available

NASA GIBS / EOSDIS · ASTER GDEM (METI, NASA) · Natural Earth

Loading the latest NASA imagery.

Drag to move. Ctrl or ⌘ and scroll, pinch or the buttons to zoom; hover for the values under the pointer; reset returns to the region.

Night-time lights and population density, the footprint of electrified, connected activity, framed on Egypt and the Nile Delta.Satellite and model products as NASA publishes them, each with its own date; indicators, not assessments of any place; claim ceiling INTEGRATED.

Data: NASA GIBS · ASTER GDEM · Natural EarthSources and licences

  • We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • VIIRS Black Marble night-time lights, NASA Goddard Space Flight Center; distributed by the NASA Level-1 and Atmosphere Archive and Distribution System (LAADS DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Center for International Earth Science Information Network (CIESIN), Columbia University. 2018. Gridded Population of the World, Version 4 (GPWv4): Population Density, Revision 11. NASA Socioeconomic Data and Applications Center (SEDAC). Licensed under CC BY 4.0. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). CC BY 4.0
  • VIIRS near-real-time products (flood, land surface temperature, snow cover, corrected reflectance), NASA LANCE; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • ASTER GDEM is a product of METI and NASA (ASTER Global Digital Elevation Model V003, NASA LP DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Made with Natural Earth. Free vector and raster map data @ naturalearthdata.com. Public domain

Layers and dates

  • Night-time lights, daily: VIIRS Black Marble (VNP46A2), NASA LAADS DAAC · 12 Oct 2026
  • Population density, 2020: Population: CIESIN, Columbia University, Gridded Population of the World v4.11 (2018), NASA SEDAC, CC BY 4.0 · static
  • True colour: VIIRS NOAA-20 corrected reflectance, NASA LANCE · 13 Oct 2026

03The question

Public interest innovation: how the risk develops.

Mission-oriented programmes and public benefit. The dossier below sets out how the risk develops, what is measured, where the data come from, how it is modelled and who decides.

Mechanism

Direction, not only rate

Markets set the pace of innovation but rarely its direction toward public goods. Missions use procurement, regulation and funding together to tilt effort toward a goal that private returns do not reward.

Mechanism

Portfolio risk

A mission funds many bets knowing most will fail. Governance that punishes each failure pushes programmes toward safe projects and away from the learning the mission needs.

Mechanism

Capture and drift

Programmes attract incumbents with the capacity to bid. Without open calls, conflict-of-interest rules and published criteria, funding drifts to familiar actors and away from the goal.

Mechanism

Value beyond outputs

Public value includes access, affordability, trust and capabilities built in the state. Counting patents and projects misses whether the public goal moved, and for whom.

04Key terms

Terms used on this page.

Each term as this page uses it. Where a standard-setting body defines the term, the wording follows that body.

TermDefinition
MissionA bold, measurable public goal with a deadline that guides a portfolio of research and innovation projects.
Public procurement of innovationPublic purchasing of solutions not yet on the market, or new to the buyer.
Stop ruleA pre-set condition under which a project in a portfolio is ended or redirected.
05Indicators

What is measured, and how well.

Each indicator carries its unit, its cadence, the kind of source behind it and the evidence label a value would carry. No values are shown: a programme supplies them under its own authority.

IndicatorUnitCadenceSource typeLabel
Government budget allocations for R&D by socio-economic objectivenational currency and percent of total allocationsannualNational budget data (GBARD)OFFICIAL
Public R&D funding through mission-oriented programmespercent of public R&D budgetannualProgramme budget recordsDECLARED
Public procurement of innovationnational currency per yearannualProcurement registers and tender dataOFFICIAL
Programme milestones met against the mission goalcount of milestones met and missedper reviewProgramme monitoring reportsREPORTED
Projects stopped or redirected at reviewpercent of portfolioper reviewProgramme governance recordsREPORTED
Participation of new entrantspercent of recipients without prior awardsannualGrant databasesOFFICIAL
Independent evaluations publishedcount of evaluationsannualEvaluation registersOFFICIAL
06Canvas

From sources to decisions.

The topic as a computational graph: named sources feed the methods, an evidence review gates the outputs, and the decisions stay with the authorities that hold them.

Pipeline canvas · Public interest innovation as a run graphDesign, not a record
Public interest innovation: an innovation through readiness gatesAn idea is tested as a concept, validated in the lab, piloted with an owner under safeguards and reviewed for adoption; each gate asks for evidence of effect, safety and cost before the next stage. Design of the process, not a record of a run.

Fig. 02Nodes carry their type, two metric rows and a state; connectors show what feeds what; dashed frames name the owners; the timeline is the cadence. Design of the pipeline, not a record of a run.

07Sources

Where the evidence comes from.

Named public datasets and institutional records, each with its licence class. Sources by agreement are used only under their terms and never republished.

SourceWhat it givesLicence class
OECD Main Science and Technology Indicators (GBARD)Government R&D budgets by socio-economic objectiveOpen, attribution (OECD terms)
EC-OECD STIP CompassMission-oriented and other STI policy initiatives with instruments and budgetsFree, attribution (OECD terms)
CORDIS (European Commission)EU mission projects, participants and deliverables under the research framework programmeFree reuse, attribution
Tenders Electronic Daily (EU)Public procurement notices, including pre-commercial and innovation procurementFree reuse, attribution
National grant and evaluation registersAwards, reviews and evaluation reports of research and innovation fundersOpen government licences, terms per funder
08Decisions

Who decides, and what the evidence serves.

Innovation Nexus prepares evidence. The decisions below are taken by the authorities named, under their own rules, and never by the platform.

Who decidesThe questionEvidence this page serves
Ministries of finance and of science and innovationWhether to fund a mission, at what scale, and on what review cycleMission designs with stop rules; comparative reviews of similar programmes
Innovation agencies and mission boardsWhich projects to continue, redirect or stop at each reviewPortfolio monitoring against milestones; independent evaluation designs
Public procurement authoritiesWhen to buy innovation through pre-commercial or innovation procurement rather than off the shelfProcurement records and the experience of comparable authorities
Supreme audit institutions and parliamentsWhether a mission delivered public value for its costPublic-value evaluation guides; published evaluations and their methods

Outputs this topic produces

  • Mission programme designs with goal, portfolio logic and stop rules
  • Public-value evaluation guides that separate outputs, outcomes and distribution
  • Governance templates for mission boards, including conflict-of-interest rules
  • Comparative reviews of mission programmes and how they adapted
09Core questions

What experts ask.

The questions concern direction, coordination and measurable benefit.

  • Which public problem is the programme meant to solve, and how will progress be measured?
  • Who sets the mission, and how are citizens and affected communities involved?
  • How are risks and rewards shared between public funders and private partners?
  • How does the programme decide which projects to continue and which to stop?
  • Who benefits, and is access to the results fair?
10Mechanisms

Mechanisms and drivers.

Markets underinvest in innovations whose benefits are widely shared or long delayed. Public action corrects this through research funding, procurement of innovation, challenge prizes and missions. Missions work by setting a clear direction while leaving room for different solutions, and by coordinating funding, regulation and demand behind that direction.

Programmes can fail when goals are vague, when they cannot stop failing projects, when they capture benefits for incumbents, or when public bodies lack the capability to manage them. Questions of fairness arise when publicly funded innovations become expensive or exclusive products.

11Methods and data

How it is studied, and where the methods stop.

Method or dataWhat it showsLimits
Public value and cost-benefit evaluationBenefits relative to costsMany public benefits are hard to monetize
Theory-of-change and contribution analysisHow programmes are expected to cause outcomesPlausibility, not proof
Experimental and quasi-experimental evaluationCausal effects of programmesOften impractical for large missions
Portfolio analysisBalance of risk across projectsDepends on early, uncertain signals
12Methods

How it is studied, and what the methods cannot say.

  1. Policy, institutional and decision scienceMandate and gap mapping · Programme evaluation design · Comparative regulatory analysisApplied here
  2. Systems engineeringRequirements traceability for AI governance · Readiness gates for transfer programmesApplied here
  3. Artificial intelligence and machine learningCoding policy and legal texts · Mapping patents and papers to technologiesApplied here
13Questions

Questions and answers.

What makes a programme mission-oriented?
A clear, time-bound goal with public value, a portfolio of projects across sectors and disciplines, and governance that learns and redirects. A themed funding call alone is not a mission.
How is public value measured?
By asking whether the public goal moved, for whom, at what cost and with what capabilities built in the state. Outputs such as patents are recorded but not treated as the value itself.
Why include stop rules?
Because a portfolio learns only if failing projects end. Stop rules agreed in advance protect the managers who end projects from being judged as failures themselves.
What makes a good mission?
A clear, measurable and time-bound goal that matters to the public, is ambitious but achievable, and allows multiple solutions and sectors to contribute.
Does Innovation Nexus run missions or award funding?
No. GRF does not finance or procure. Innovation Nexus convenes institutions and publishes programme designs and evaluation guidance.
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