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Early detection

Early detection is a systems problem, not a screening problem.

Catching developmental delay earlier is usually framed as a screening problem. The harder problem is what happens to a signal once someone notices it.

By Deep Connection Innovation11 September 20265 min read
Note cards scattered on a desk, one marked with a red flag tab

01A signal without a destination

A parent notices their child isn't babbling the way their older sibling did. A pediatrician marks something worth watching at an 18-month visit. A neonatal team discharges an infant with a note about risk factors. Each of these is a real signal, produced by someone paying attention.

What they have in common is that none of them reliably arrives anywhere. The parent's observation lives in memory. The pediatrician's note lives in one practice's records. The neonatal flag lives in a discharge summary that the child's future providers may never read. The signal exists; the route does not.

02Why better instruments don't close the gap

Improving the sensitivity of a screening tool helps only at the moment of screening. It does nothing about the months between a parent's first concern and a formal referral, and nothing about the handovers that follow.

If a system has no way to carry a flag forward, a more sensitive flag produces more information that still goes nowhere. The bottleneck is routing, not detection.

03What we're building instead

Deep Connection treats detection as the first stage of a pipeline rather than a standalone event. Signals from parents, pediatricians and high-risk birth records are ingested into one place, and that record travels with the child through consultation, diagnosis, therapy and long-term monitoring.

The aim is not to replace anyone's clinical judgement. It is to make sure that when a clinician does exercise judgement, they can see everything that came before it.

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