Work
Selected projects

Indonesia · Operational visibility
SIGI
SIGI is a WhatsApp- and web-based operational intelligence system for Indonesia’s national school feeding programme. Built for a delivery network spanning thousands of schools across 17,000 islands, it turns fragmented frontline reporting into real-time visibility across procurement, preparation, delivery, and school-level feedback — helping partners identify problems early and respond at scale.
Piloting in Q2 2026 with the Government of Indonesia, the World Food Programme, and the Finnish Government.

United Kingdom · Triage & routing
Parity
Parity is an AI-powered legal triage and intake system for university law clinics in the UK. It helps clinics assess problems, identify whether a case falls within scope, and prepare structured briefs for supervising solicitors — reducing repetitive intake work and helping scarce legal capacity go further.
Deployed with law clinics across the UK.

Oslo · Commercial real estate
Valora
Valora is an AI-powered platform for commercial real estate analysis and valuation. It brings structure and intelligence to property assessment, market benchmarking, and portfolio decision-making — helping investors and asset managers act on evidence rather than intuition.

Global · Network coordination
Alliance Compass
Alliance Compass is a shared intelligence platform for the World Sustainable Hospitality Alliance’s global membership, spanning 66,000 properties. It transforms fragmented reporting into a clearer operational view of commitments, progress, and priorities — helping the Alliance and its members benchmark performance, identify where action is needed, and coordinate improvement at system scale.

Norway · Portfolio intelligence
Grunnmur
Grunnmur is a digital platform for foundation management, designed to improve decision-making across the grant-making lifecycle. From application intake and assessment to portfolio monitoring and impact tracking, it helps foundations bring more structure, visibility, and learning to how funding decisions are made over time.
In development with a leading Norwegian foundation.

Global · Knowledge infrastructure
The Sphere
The Sphere is a trusted knowledge platform designed to turn fragmented expertise into decision-grade intelligence. We built the AI and editorial systems behind it: tracking research across thousands of sources, surfacing emerging themes, supporting credibility assessment, and enabling expert commissioning workflows that help media, governments, and corporations navigate information overload with greater rigour.

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