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PRODUCTS / NUNCIO

Every reply starts from what your brand already said.

Nuncio reads your support inbox, drafts in your brand's own voice from your own sent history, and never states a fact it can't verify against your knowledge base and your order data.

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GMAIL · MICROSOFT 365CONNECTS TO
OFF BY DEFAULT, PER CATEGORYAUTO-SEND
~$0.10 BEFORE SETUPONBOARDING SCAN

Six steps, every email, in order.

Nothing here is generic. Every gate exists because it caught a real problem in a real inbox, with real money behind it.

01 CONNECTReads the inbox as it isGMAIL · MICROSOFT GRAPH · NO MIGRATION
02 VOICELearns tone from sent replies~150 EXAMPLES · INDEXED BY INTENT
03 FACTSLocks facts to the knowledge baseNO KB MATCH → SAYS SO, NEVER GUESSES
04 CONTEXTPulls the order, if the sender matchesSHOPIFY · SHIPBOB · EMAIL-MATCHED ONLY
05 SCOREScores its own confidenceEXAMPLES · SIMILARITY · KB COVERAGE
06 ACTSends, or waits for a humanPER CATEGORY · FAILS CLOSED

Voice and facts, never blended.

One model that both writes like you and states facts is a model that can write something wrong in a tone that sounds right. Nuncio keeps the two separate on purpose, and drafts only where they agree.

IN_01 · VOICESENT HISTORY, RETRIEVED BY INTENT
IN_02 · FACTSKNOWLEDGE BASE + LIVE ORDER RECORD
OUT · DRAFTWritten in your voice. Every fact traceable to something you verified.

It knows when it doesn't know.

Confidence is computed, not assumed, from three things Nuncio can point to. That's what makes letting a reply go out unattended defensible instead of reckless.

CONFIDENCE, PER DRAFT
τ
SIMILAR PAST REPLIESHOW MANY EXIST
SIMILARITY TO THIS EMAILHOW CLOSE THEY ARE
KB COVERAGE OF THE ANSWERHOW COMPLETE IT IS
ONE FUNCTION DECIDES ELIGIBILITY
ORDER STATUS
AUTO-SEND ELIGIBLE
SUBSCRIPTION CHANGES
REVIEW QUEUE
REFUNDS
REVIEW QUEUE
CANCELLATIONS
REVIEW QUEUE
ANYTHING HOSTILE
REVIEW QUEUE

Auto-send is configured per category, per brand. Missing data, a stale order snapshot, an unrecognized sender, or no explicit permission all fail closed, every time.

The system doesn't stay still.

An edited draft becomes the new answer. A gap in the knowledge base becomes a proposal. Nothing here needs a retrain, and nothing seeded can be overwritten by the system.

INPUTSYSTEMOUTPUTLEARNIMPROVE
OPERATOR EDITS A DRAFTTOP RETRIEVAL SOURCE, GOING FORWARD
AN UNCOVERED ANSWERPROPOSED AS A NEW KB ENTRY
PROPOSED ENTRIESADDITIVE ONLY, HUMAN APPROVED

The inbox is a dataset, not just a queue.

Nuncio clusters inquiries into trends, so a pattern is visible before it's a meeting.

14×
DELIVERED, NOT RECEIVED — LIKELY A 3PL ISSUE
SPIKE
CANCELLATIONS RIGHT AFTER A PRICE CHANGE
NEW REGION
SAME INGREDIENT QUESTION, DIFFERENT GEOGRAPHY

Illustrative — the same shape Nuncio surfaces in a weekly digest.

YOUR INBOX ALREADY HAS THE ANSWERS

Point Nuncio at the inbox you already run.

Bring us the mailbox. We'll show you what voice it captured and where the knowledge base has gaps, before you commit to anything.

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