real signal · partners
Real Signal watches one Singapore neighbourhood — Cluny Court at 501 Bukit Timah Road — and a handful of pockets around it. We watch the small businesses inside them and the people who live, work, and pass through. We watch closely because attention is what these communities have less of than they used to, and because a small business navigating a slow Tuesday in the rain has nowhere else to look for an honest read of what just happened around them. When we see something useful, we say it once, with the number that matters. When we don't, we stay quiet — and we publish how often staying quiet was the right call. This page exists for the small set of organisations whose own work makes that work go further: researchers studying restraint in AI systems, regulators looking for production references that match their frameworks, infrastructure teams who can use the seven-gate cascade as a library, and other groups whose work intersects with helping small communities navigate change.
merchants and residents in cluny court, holland village, tiong bahru, dempsey, buona vista, and serene centre — the agent already watches your building. the doors for you are /for-merchants and /present. the conversations below are for partners whose work helps these neighbourhoods.
researchers studying restraint in AI systems can use the live, ledger-backed observations to test how well measurable restraint helps the small communities the system is meant to serve. the preprint, the silence-correctness metric, and the append-only prediction ledgers are open to joint study.
regulators working on AI governance frameworks can use the platform as a production reference: every legal requirement the platform satisfies maps to a named enforcement point — runtime code, schema constraint, CI test, or cron. built in Singapore, observed in Singapore, PDPA enforced at runtime rather than in policy prose.
AI infrastructure teams who want restraint as a runtime property in their own systems can use the seven-gate cascade as a library — the open-source @real-signal/attention-ethics package extracts it as a zero-dependency primitive. the substrate is queryable today: 21 MCP tools over one JSON-RPC endpoint, each response carrying a source-attribution envelope.
for anything that does not fit the three above. the platform is pre-revenue with zero live merchants by design; what exists is the architecture, the metrics, and the published record.
if any of this is worth a conversation, write to hello@real-signal.ai. one inbox, read directly. no form, no list.