A Koi Labs × Hukam Capital venture

The AI operating layer that turns a building into a higher-NOI, faster-leasing, higher-exit-value asset.

Built for the owner who buys, improves, and sells — not the clinical buyer everyone else targets. Camera-free by architecture, and proven in a Hukam building first.

Design partner: Gurjote Sethi, Hukam Capital Camera-free, privacy-first You own the asset
Our angle

Built for the owner, not the nursing director.

The senior-living tech world builds for the clinical buyer — falls, care plans, the director of nursing. We'd build for your outcomes as the owner: faster lease-up, leaner operations, and a stronger asset at exit. Camera-free by architecture, and proven in one Hukam building before it goes anywhere else.

Faster lease-up

A privacy-first building that families trust on the tour, and operations tuned to fill and hold units.

Leaner operations

The day-to-day work made visible — staffing, response, and the labor line you actually manage.

Stronger asset at exit

An instrumented, lower-liability building with an operating record a buyer can lean on.

The opportunities

What we could build together.

Seven products, each its own system — with its own features, build difficulty, and hardware. They stack: a camera-free sensing foundation, the resident and family products that run on it, the operations layer, and the owner analytics and data moat that compound as you buy, improve, and sell. Expand any card to see what's inside.

How we'd build it

Prove it in one of your buildings first.

No big-bang rollout. We instrument one Hukam building end-to-end as the design partner, start on off-the-shelf hardware, and build our own only where it earns its place — camera-free the whole way.

1Phase 1

Design-partner building

Instrument one Hukam building end-to-end as the proof: a privacy-first install, fall coverage that holds in the bathroom, a behavioral baseline wired into the existing nurse-call, a family wellness app, and a plain owner-facing readout.

Done looks like: one reference building with working camera-free coverage, a stabilized baseline, a family app in real use, and an owner readout you'd actually use.
2Phase 2

Productize

Package the camera-free stack into a repeatable, documented install — a standard sensor kit, standard integration with your systems, and standard onboarding.

Done looks like: an install a small team can run building to building, reusable across the next acquisitions without bespoke engineering each time.
3Phase 3

Expand

Roll the proven stack out across your other buildings — and, if it's working, to other owners who run the same play.

Done looks like: a repeatable footprint beyond the first building, on a stack you own.
Camera-free by architecture

No cameras in resident rooms, no wearables. Radar and motion in private zones; cameras only in halls and common areas.

Off-the-shelf first

Start on proven hardware. Build our own only where it clearly earns its place — never as the default.

On top of what you run

Sits on your existing nurse-call and systems of record. We don't ask you to rip anything out.

Next steps

Pick a building. Scope a pilot. Build the list together.

No big commitment to start. We choose one building, scope a first pilot from the menu above, and shape the rest of the list together as we learn what matters most to you.

01
Pick the design-partner building — the one Hukam building we'd instrument first.
02
Scope a first pilot — a small, concrete slice from the menu we can stand up quickly.
03
Ideate the list together — decide what's worth building next, in priority order.
Supporting research

We did the underlying market and competitive homework — it's in the dossier if it's useful. Otherwise, the menu above is the point.

Download the dossier (PDF)Market & competitive homework