Written and built inside a home health, hospice and palliative care company
The operating system for culture. Not for sale. Installed.
The full origin story is Field Note Nº 18: The Rocket.
The thesis
The order of operations is in the name. In our companies, culture is infrastructure, not philosophy. Before capital moves, before strategy sharpens, before AI touches a single workflow, behavioral clarity has to exist. Everything downstream inherits it.
Culture decides how decisions get made, how accountability holds, and whether standards survive pressure. Growth without structure creates drift. Drift breaks execution. Broken execution burns enterprise value quietly, then all at once.
We built it the way we run the companies. Start from what is actually true about how people work, not what the software industry assumes. Question every requirement until someone can say who asked for it. Delete what nobody can defend. Automate only what survives.
CultureAI exists to make drift impossible to hide.
Standards defined, reinforced, and defended. The behavioral layer every other layer inherits.
Alignment and accountability built on purpose, so high performance is engineered instead of hoped for.
AI magnifies whatever culture it lands in. We make sure it lands in a good one, then let it accelerate.
The system
CultureAI lives where leadership actually happens, inside Teams or Slack, wherever the team already works: the 1:1, the objective review, the promise kept. There is no separate app to open because we deleted it. Leaders already live there, so that is where it runs. Tag @cultureai the way you tag a colleague. It preps every conversation, keeps every objective honest, and tracks every commitment until it is done or it is explained.
Signals in
CultureAI core · operational · internal build
Movement out
Sensor
The manager
senses the team
Instrument
The 1:1
captures the signal
Measure
OKRs
score what matters
Intervention
AI agents
deployed on stuck key results
Agents report back to the manager. The loop closes weekly.
The same system · three screens · one SDK
CultureAI CoachActive now
Prep my 1:1 with Jordan at 28:52 AM ✓✓
Coach brief
Jordan · RN Case Manager
Pulse dipped 6 pts after the schedule change. Recognition is 14 days overdue.
Suggested commitments · tap to keep
Every leader runs AI-guided one-on-ones. Tag the coach in a Teams or Slack chat, get the brief, and every commitment is captured before it evaporates.
ObjectivesQ3 · Ops Leadership · posted Mondays
Referral response < 2 hrsIntake SLA 91% · after-hours 96%
Pulse up 4 pts since the rotation fix
Objectives, key results, and operating rhythm as a tab in the team channel, tracked from the field to the boardroom on a cadence that never slips.
Promises3 open · 2 due this week · tap a filter
No promises in this view.
This week5 promises kept · streak: 6 weeks
Every commitment made in a 1:1 is posted back to the channel and tracked to completion, so follow-through stops depending on memory.
For the engineers · the same layer, in Teams, Slack, or anywhere the team works
# internal sdk · gcg portfolio only
from cultureai import CultureAI
from botbuilder.core import ActivityHandler, TurnContext
client = CultureAI() # reads CULTUREAI_API_KEY from env
class CultureAIBot(ActivityHandler):
async def on_message_activity(self, turn: TurnContext):
# "@cultureai prep my 1:1 with Jordan at 2"
leader = turn.activity.from_property.aad_object_id
brief = client.coach.prep(leader_id=leader, window="30d")
# the brief lands in the chat as an adaptive card
await turn.send_activity(brief.as_adaptive_card())
# every suggested action becomes a tracked commitment
for action in brief.suggested_actions:
client.commitments.create(
leader_id=leader, title=action.title, due=action.due,
)
# pulse dips post to the channel, not a dashboard
client.signals.subscribe("pulse.dip", notify="teams:ops-leadership")
client.agents.deploy(trigger="kr.stalled", max_cycles=2){
"leader": { "id": "ldr_2kq9", "name": "Jordan" },
"pulse": 74,
"delta_30d": -6,
"flags": ["recognition_overdue_14d"],
"suggested_opening": "Start with the Hartley win.",
"commitments_open": 2,
"next_review": "2026-07-24T14:00:00Z"
}
# webhook · pulse.dip → posted to the channel
{
"event": "pulse.dip",
"team": "ops-leadership",
"delta_30d": -6,
"driver": "schedule_change",
"posted_to": "teams://ops-leadership",
"coach_brief": "queued",
"dashboard_required": false
}The numbers behind the manifesto, with their sources.
$56K
Average cost to replace one bedside registered nurse.
2025 NSI National Health Care Retention Report
106%
Cumulative hospital workforce turnover over five years. 95.4 percent of it voluntary.
NSI Nursing Solutions and DailyPay, 2020 to 2024
44%
Of healthcare turnover is potentially preventable through the work environment.
Rellevate, 2025
The organizations that build real, lasting culture are not the ones with the best-written values statement. They are the ones where someone can point to a specific Tuesday and say: that is the day I knew it was true.
Every field note that makes a prediction puts a line on the Ledger, with a confidence level and a resolve date, so it can be scored in public, right or wrong.
9
Calls on the record
0
Right so far
0
Wrong so far
417
Days until the first call resolves
CultureAI was not assembled by consultants. It was built by the two people accountable for what it measures: one who runs the companies, and one who holds the clinical standard inside them.
Founder
Healthcare chief executive and technologist. Two decades building and leading post-acute organizations, with Silicon Valley chapters as a co-founder of SpartX and a founding team member at PokitDok, both acquired. He built the operating system from first principles, in the order the name is spelled.
Clinical founder
BSN, RN, PHN, COS-C. Clinical operations executive and registered nurse, with fifteen years leading post-acute clinical teams across home health, hospice, and palliative care. She made the system clinical: every workflow in CultureAI answers to the standard of care. She writes From Scrubs to Strategy, notes on the road from the bedside to the executive seat.
CultureAI is not sold and not licensed. It is installed: live on day one inside every company we back, running executive cadence, operational reviews, leadership development, and post-acquisition integration. There is exactly one way to run on CultureAI: be a company we build or back.
Contact
CultureAI reaches the world one way: through the portfolio. If you want the system, the conversation starts with the firm.
aloha@cultureohana.com