Place-based intelligence

Local context changes what national AI can know

When companies are linked to postcodes, coordinates, employment, population, universities, students and alumni, AI can reason about economic potential at the level where policy, procurement and everyday life actually happen.

Explore use cases

Signals

The local layer inside the Foundry

Postcode precision

Longitude and latitude

Companies in an area

Growth in an area

Employment in an area

People living in an area

Universities

Students

Alumni

Skills and clusters

Supplier density

Local economic potential

01 — Why it is needed

Local intelligence has to exist before the moment it is needed

National datasets cannot answer place-based questions in real time. You cannot stand up local intelligence in a crisis — it must already be connected, resolved and ready.

Decisions happen at place level

Procurement, growth, resilience and security decisions are taken in towns, postcodes and clusters — not at national averages. National AI cannot answer place-based questions without place-based data.

Local knowledge cannot be assembled in a crisis

If a flood, outage, supply shock or warlike situation hits and you only then start asking ‘who can supply this within fifty miles?’, it is already too late. Local intelligence has to exist before it is needed.

Fragmented sources hide local capability

Capable suppliers, alumni networks, skills and small manufacturers are invisible in national procurement systems. A connected local layer surfaces them so they can actually be chosen.

Sovereign and security relevance

Knowing where critical capability physically sits — manufacturers, engineers, labs, infrastructure — is a sovereignty question. Government, defence and emergency planners need this resolved in advance.

02 — Social impact

Knowing the local economy means we can support the local economy

When we know local businesses, we can buy from them, hire from them and grow with them. The benefits compound across jobs, wellbeing and community resilience.

+15–25%

Local spend uplift

Share of public-project spend retained inside the host travel-to-work area.

+30%

SME suppliers surfaced

Additional credible local SMEs discovered per procurement category.

−20%

Average commute distance

Indicative reduction when work and suppliers cluster locally.

+10pp

Wellbeing index

Self-reported wellbeing uplift linked to shorter commutes (ONS-style measure).

2–3×

Local hiring reach

Increase in apprenticeships and hires routed through nearby firms.

+12%

Public trust in spend

Citizen confidence that procurement supports their own area.

Stronger local economies

When buyers can see local suppliers, more spend stays in the area. Revenue circulates through local firms, wages and services instead of leaving the region.

Local jobs and opportunity

Visibility of local capability creates demand for local hiring, apprenticeships and SME growth — particularly in places that national supplier lists routinely overlook.

Less commuting, better wellbeing

When work, suppliers and services are closer to where people live, daily travel falls. Shorter commutes mean more time with family, lower stress and measurable mental and physical health benefits.

Community resilience

Local-first sourcing builds dense networks of trusted suppliers, universities and skills. Communities that know each other recover faster from shocks and attract further investment.

Inclusive growth

Surfacing SMEs, minority-led firms and overlooked clusters lets public spend reach beyond the usual large incumbents and support a broader base of UK businesses.

Public trust in spending

Citizens can see that public money is supporting their own area — strengthening the legitimacy of procurement, levelling-up and growth programmes.

03 — Environmental impact

Local-first decisions are lower-carbon decisions

Most avoidable freight and commuting emissions come from not knowing what is available nearby. Local intelligence turns proximity into a measurable climate lever.

−35%

Freight CO₂e per order

Avoided emissions when local substitutes replace long-haul inputs (e.g. Southampton → Manchester swap).

−1.4t

CO₂e per supplier swap / yr

Indicative annual saving from one routine local-first sourcing decision.

−28%

Average freight km

Reduction in supply-chain road and rail mileage on local-first contracts.

−18%

Commuter emissions

Drop in daily transport CO₂ where jobs co-locate with workforce.

+40%

Net-zero-aligned tenders

Share of tenders weighted by proximity and embodied transport emissions.

−25%

Single-supplier exposure

Lower concentration risk to climate and logistics shocks via diversified local supply.

Lower transport carbon

If a Southampton manufacturer is sourcing raw material from Manchester without realising the same input is available two miles away, every shipment adds avoidable freight emissions. Local intelligence eliminates that blind spot.

Shorter, cleaner supply chains

Local-first sourcing means fewer long-haul logistics legs, less packaging churn, less warehousing and a smaller overall carbon footprint per unit delivered.

Reduced commuter emissions

When jobs and suppliers cluster locally, daily car and rail mileage drops. That directly reduces transport emissions, congestion and local air pollution.

Better land and energy use

Linking firms to postcode, energy and property data helps planners co-locate industry, housing and infrastructure efficiently rather than sprawling across the country.

Climate-aligned procurement

Buyers can weight tenders by proximity and embodied transport emissions, turning local-first sourcing into a measurable contributor to net-zero targets.

Resilience to climate shocks

Diverse local suppliers mean a single flood, heatwave or disrupted port does not break a whole supply chain. Environmental resilience and economic resilience are the same problem.

04 — Sector stories

Five real-world local scenarios

How a connected local layer changes outcomes across procurement, employment, emergency resilience, travel reduction and net-zero delivery.

Procurement

Southampton manufacturing pilot

A two-mile supplier replaces a 240-mile shipment

A Southampton manufacturer is sourcing a composite raw material from Manchester. Local intelligence reveals a verified supplier two miles away with matching capacity and certifications.

Outcome

Procurement switches the contract to the local supplier — shorter lead time, lower freight cost, and a credible local SME wins recurring public-aligned demand.

−92%

Freight km per order

−1.6t

CO₂e per year

8 days

Lead-time saved

Employment

West Midlands skills cluster

An emerging cluster gets matched to its own talent pool

An EV components cluster is hiring across Coventry and Wolverhampton. Local intelligence connects firms to nearby alumni networks, FE colleges and apprenticeship providers within a 20-mile travel-to-work area.

Outcome

Hiring shifts from national agencies to local pipelines, apprenticeship starts rise, and a combined authority can target skills funding where firms are actually growing.

+38%

Local hires

+2.1×

Apprenticeship starts

−22%

Time-to-hire

Emergency resilience

East coast flood response

Knowing local capability before the crisis, not after

A coastal town floods. Responders need pumps, generators, sandbag logistics and engineering crews now. Local intelligence already maps which firms within 50 miles can supply each capability and at what scale.

Outcome

The response operates from a pre-resolved local supplier graph instead of cold-calling national vendors. Defence and civil planners reuse the same view for warlike and continuity scenarios.

<2h

Supplier shortlist

Verified local capabilities

Cold discovery calls

Travel reduction

Greater Manchester commute corridor

Co-locating jobs and workers cuts the daily commute

A combined authority uses local intelligence to align inward-investment incentives with where the relevant workforce actually lives — placing new sites near talent rather than at the cheapest land.

Outcome

Average commute distance falls, peak-hour congestion eases, and reported wellbeing improves. Less travel also means a measurable cut in transport carbon for the corridor.

−24%

Commute distance

−18%

Commuter CO₂

+11pp

Wellbeing index

Net-zero delivery

South West retrofit programme

Place-based net-zero delivered by local supply chains

A regional retrofit programme needs installers, surveyors and material suppliers across hundreds of postcodes. Local intelligence ranks credible local firms, capacity and proximity per project site.

Outcome

Tender packs are weighted by proximity and embodied transport emissions. Spend stays in-region, freight emissions fall, and net-zero delivery accelerates without losing assurance.

+46%

Local spend retained

−31%

Programme freight CO₂

+27%

SME tender wins

05 — KPI comparison

Compare outcomes across all five sector scenarios

Pick a metric to see how each scenario performs side by side. Bars are scaled within the selected metric so you can compare relative impact.

Selected metric

Freight CO₂e reduction

Avoided supply-chain transport emissions when local-first sourcing replaces long-haul inputs.

Strongest scenario: Procurement (−92%)

Procurement−92%

Employment−8%

Emergency resilience−40%

Travel reduction−12%

Net-zero delivery−31%

Full matrix

Metric	Procurement	Employment	Emergency resilience	Travel reduction	Net-zero delivery
Freight CO₂e reduction	−92%	−8%	−40%	−12%	−31%
Local spend retained	+34%	+22%	+18%	+15%	+46%
Local hiring uplift	+12%	+38%	+9%	+20%	+27%
Commute / lead-time saved	−18%	−22%	−85%	−24%	−14%
Resilience / readiness score	72	65	94	58	81
Wellbeing index uplift	+4pp	+8pp	+5pp	+11pp	+6pp

Where it shows up

What local intelligence unlocks

Local-first sourcing

Discover capable suppliers around a project site, connect them to public demand and measure whether procurement spend can build local resilience and lower transport emissions.

Regional growth policy

Map firms, employment, alumni and institutions to see where clusters are forming and where intervention can accelerate productivity, jobs and inclusive growth.

Place-based investment

Turn local evidence into investable propositions for combined authorities, innovation zones, defence resilience planning and national growth missions.