Semantic integration mapper
AI-assisted classification of messages and payloads between legacy and modern systems, with human review queues.
WM Labs
The bench where the next systems begin.
Experiments, prototypes and early product concepts — visible enough to learn from, structured enough to become real platforms.
Verifiable consultation kit
Lightweight patterns for anonymous feedback with cryptographic auditability outside full election setups.
Council services shell
Composable PWA shell for municipal services beyond waste — booking, permits and status.
Field evidence capture
Offline-first media and form capture for inspections with sync and chain-of-custody metadata.
Agent ops console
Operator UI for monitoring scoped AI agents: tools used, escalations and outcome logs.
Signal synthesis pipeline
Scheduled, bounded pipeline that turns source material into structured daily signals — cached, not live.
Interested in piloting a lab concept with your organisation?
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