GOVERNED FROM THE FIRST CASE · BETTER WITH EVERY ONE · YOURS TO KEEP
Millie turns one recurring decision into a governed loop that runs in your account. A person always decides, every outcome makes the next one better, and what it learns stays yours.
Clients served
Our team's background
THE DECISION GAP
Every business runs on recurring decisions: who to follow up with, what to reorder, what to quote, when to escalate. Almost all of them are still made by a few people, from memory.
More volume, or another location, means another experienced person. Opening the next location means hiring the next judgment.
The same case gets a different answer depending on who's in and how busy they are.
What was learned last week isn't written down, so next week starts from zero. More headcount doesn't fix this. More AI alone doesn't either.
HOW MILLIE WORKS
Evidence comes in, Millie recommends, a person decides where it matters, the action is recorded, and the outcome strengthens the next run. A workflow tool executes rules. Millie exercises judgment inside them, and gets better at it.
OUTCOMES STRENGTHEN THE NEXT RUN
YOUR DESK
Millie handles the routine inside policy. Three things need a person: send something, spend something, change a rule. Each arrives with the evidence, the rationale, and what happens if nothing happens.
HANDLED WITHOUT YOU
SEND SOMETHING 2A message goes out under the company name
All 14 matched the recovery policy: inactive 6 to 18 months, no flags, on the outreach allow list. Millie drafted each message and scored them against the benchmark suite, average confidence 0.91.
If nothing happens: the batch expires at midnight and these clients roll into next month's list.
A lead asked for a rate on 15 recurring service visits a month. Millie never answers pricing in any channel, so it prepared the reply and stopped.
If nothing happens: the lead has been waiting since Aug 16. Two follow-ups already went unanswered.
SPEND SOMETHING 1Money leaves the business
Stock is down to 9 units, about 6 days of cover at the current run rate. The reorder point is 14 days. Millie matched the order to the last three purchase orders.
If nothing happens: stock runs out around Sep 1, ten days before the renewal drive, when usage roughly doubles.
CHANGE A RULE 1How Millie behaves from now on
In 90 days, 14 new clients followed the same arc: onboarding series, mid-year review, the same recurring questions, handled ad hoc across six skills each time.
If nothing happens: every new client keeps getting coordinated by hand, roughly 40 minutes each.
Nothing waiting on you.
TRY IT · APPROVE OR HOLD A CASEOPEN THE FULL PROTOTYPE →
WHAT YOU OWN
Millie is an operating system for your decisions, and you own it. Skills, evidence, and model stay in your account, and stay yours if you leave.
Policy, permissions, and the record are set before Millie acts. Millie drafts, holds, or escalates. It never overrides.
Every outcome feeds back as a proposal your team approves. Approved proposals become rules, tests, and in time a model trained on your work. Nothing changes silently.
Skills, evidence, and model live in your account: private benchmarks, open weights, a record you can open. Others rent you their intelligence. Millie builds yours.
CONTENTS
FIELD NOTES · hello millie · 2026
Bring the recurring decision that costs you the most judgment, and the people who make it. In a ninety-minute working session we map its evidence, approvals, actions, and outcome. The first loop is live in your account within a month.
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