JLabs

Case studies

Built across industries. One way of working.

Three live engagements, three different industries, three different countries. The same operating discipline applied from the data layer up.

Industries shipped to

Real estate technology in Lisbon. AI-native underwriting in Miami. Quantity surveying for global infrastructure projects. The engagements shift. The discipline doesn't.

Each of the cases below was a different industry, a different stack, and a different operating model. The approach was the same: define the system, build it, then stay close enough to run it with the team. The pages that follow are the receipts.

Capabilities applied

One way of working. Wildly different verticals.

The disciplines we bring to every engagement, mapped against the three cases we can talk about publicly.

Real estate technologyPortugal
AI underwritingUSA
Quantity surveyingGlobal
Sales operations
Operating
Not in scope
Not in scope
Data infrastructure
Built
Not in scope
Built
AI integration
Not in scope
Designed
Not in scope
System modernisation
Designed
Not in scope
Designed
Multi-tenant architecture
Built
Built
Not in scope
Reporting & analytics
Operating
Not in scope
Operating
Underwriting & compliance
Not in scope
Built
Not in scope

Real estate technology

Portugal

  • Sales operationsOperating
  • Data infrastructureBuilt
  • System modernisationDesigned
  • Multi-tenant architectureBuilt
  • Reporting & analyticsOperating

AI underwriting

USA

  • AI integrationDesigned
  • Multi-tenant architectureBuilt
  • Underwriting & complianceBuilt

Quantity surveying

Global

  • Data infrastructureBuilt
  • System modernisationDesigned
  • Reporting & analyticsOperating
3

Industries shipped to production

3

Markets onboarding live

100%

Systems still in production

The receipts

Three engagements. Read them in full.

Real estate technology · Portugal

A full sales operating system, built for scale.

A Portuguese real estate technology firm asked us to turn an existing CRM into a full sales operating system. We designed the architecture, set up the multi-funnel segmentation strategy, and now run the commercial review cadence as a partner.

Read more

AI-native underwriting · USA

Production-grade summary system at scale.

A US underwriting platform needed scorecard summaries lenders could trust at a glance. We helped them shape the system-prompting strategy and build the prompt-data library that drives consistent, defensible output.

Read more

Quantity surveying · Global

Pricing intelligence on clean, comparable data.

A Danish QS firm running global construction programmes needed comparable cost data across countries, currencies, and years. We helped them standardise and clean the procurement data, then build a pricing intelligence layer on top.

Read more

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Case studies · J Labs