5 systems One per level of care, none connected
Independent living, assisted living and memory care each end up on a different platform. Nobody has a resident's whole picture.
Healthcare ยท India & South Asia
You are running five different systems across your continuum, and none of them talk.
Operators say it themselves: integration is the problem, not the number of devices.
1 in 4
US adults aged 65 and over report falling each year, and falls are the leading cause of injury death for that group.
In India
This is what it actually runs on here.
Platforms in this market
- Antara and Ashiana systems
- property management suites
- nurse call systems
Rules that apply here
- the Maintenance and Welfare of Parents Act
- state senior care rules
- the DPDP Act 2023
We read the rule before the call. It is the cheapest way to prove we did the work.
What is happening
Five systems across one continuum, and a resident who moves between all of them.
>$50B Annual US medical spend on falls
One prevented fall pays for a year of monitoring across a wing. In memory care the average fall costs $9,300, up 77% since 2022.
93% Already use fall detection or cameras
Adoption is not the gap. The devices are in the building. The data from them is not anywhere a manager can act on it.
Regulatory scrutiny is rising
CMS has tightened guidance on resident care and fall risk, and underwriters are asking harder questions. Evidence that a check happened matters as much as the check.
However hard, whatever it is
Five systems is one example. Bring the one that worries you at night.
This page is about one resident record. If yours is occupancy, agency cover or an incident nobody saw coming, we start the same way.
-
01 We sit with you
Days where the work happens, not a workshop in a meeting room. We watch the job get done and write down the shortcuts nobody wrote down.
-
02 We read everything
Your data, your rules, your vendors and their documentation, and the published research on your sector. We report what is actually in there.
-
03 We break it to first principles
Not which tool fixes this. What is actually causing it, taken apart until we reach the piece that cannot be divided further.
-
04 Then we build
Weeks, not quarters. By this point we are not guessing what to build, and guessing is the thing that makes projects long.
Where we sit
Your clinical system stays. Your property ledger stays. We build the one resident record.
4
What you get
- One picture Every device reporting into one operational view
- Earlier signal Change detected before it becomes an incident
- Evidence Proof that a check happened, with a timestamp
3
Built new for you — none of this exists in your stack today
- A wearable call button that works in the garden too
- A move-in that happens once instead of five times
- A floor screen showing the risks for tonight
2
The resident layer Reads your clinical and property systems. Writes into no chart unapproved.
Connectors, one agreed meaning per field, and a model reading what no
field holds. Accuracy measured on your own records.
1
- Antara and Ashiana systems
- property management suites
- nurse call systems
What you already run — unchanged, and still yours
If a device or a chart records it, we can reach it. A nurse call panel, a clinical system with no API, a property ledger. All of it can be joined.
-
No API -
No documentation -
A terminal from 1994 -
It arrives as paper -
The vendor said no -
It reports nothing
Not a list of limits. Name yours on the call.
And once we can reach it, a model can read it. Most of the value here is in the sources nobody ever structured — the note, the letter, the screen.
Intelligence, plumbed in
Nurse call logs and care notes together predict tonight's risk.
The build is a panel connector, one resident identity across five systems, and a test against incidents you already had.
How we make AI survive real data-
Connectors -
A semantic layer -
Evals you can check
What changes
Judge us on this, not on what we built.
One picture Every device reporting into one operational view
Nurse call, fall detection, wearables, door and bed sensors normalised into one event stream, next to census and care plans.
Earlier signal Change detected before it becomes an incident
Patterns across devices that no single vendor's dashboard can see, because no single vendor has the other four feeds.
Evidence Proof that a check happened, with a timestamp
For the family conversation, the survey, and the insurer.
Who this is for
The people who feel this first
-
Executive Director -
VP of Operations -
Director of Health & Wellness -
Risk Manager -
Owner / Operator
Straight answers
The questions you would ask on the call
-
Do you sell sensors?
No, deliberately. You already have devices. What you do not have is a layer they all report into. We build that, which means every sensor vendor becomes a partner rather than something you have to rip out.
-
Is this a medical device? Does it need FDA clearance?
Not as we build it. We report what happened: a resident has not moved in 40 minutes, a door opened at 2am. We leave the clinical judgement to your clinicians. That line is what keeps it a wellness product rather than a regulated device. We hold to it in the software and in what we claim.
-
What about residents' privacy?
Event data is minimised by design and access is role-scoped and logged. Where inference is useful, we prefer to run it on the device so that raw audio or video never leaves the building.
-
Can AI predict risk from nurse call logs?
Joined with the care notes, yes. We test the picture against incidents you already had. The night staff see a floor screen, not a report.
Do you know the rules that apply in India, Sri Lanka and Bangladesh?
For senior living that means the Maintenance and Welfare of Parents Act, state senior care rules and the DPDP Act 2023. We read the rule before the call, so the first meeting is about your operation rather than about us catching up.
Whatever senior living needs here, we can make it.
What you already run stays where it is. Around it we build software, hardware and the process itself. Here that means a wearable call button that works in the garden too.
See everything we build-
Software -
Hardware -
Ways of working -
Whole ventures
Honest about the numbers
The figure above is from US Centers for Disease Control and Prevention, for senior living.
We have not localised it, because a number nobody can check is worth less than a real one plus this sentence. The pattern travels. The size of it in your market is a question for the call.
Same industry, other markets