AI + growth command
AI growth operating room
A governed workspace for AI receptionist, lead nurture, campaigns, referrals, reputation, website publishing, landing pages, and decision support.
Owner required
9
Items that need owner approval before action.
Watch
8
Items that can proceed after a controlled review.
Public gates
9
Public-facing publish or response decisions.
Readiness
65%
Average readiness across every connected growth surface.
Front door automation
Front desk lead
6
Items
2
Blocked
2
Watch
Gate
Only approved templates can send automatically; sensitive questions route to staff.
Next
Send women’s no-gi membership path with coach note
Growth execution
Growth owner
9
Items
2
Blocked
3
Watch
Gate
Consent, offer, audience, and reward checks must pass before publishing or sending.
Next
12 reactivations
Public reputation
Owner
6
Items
2
Blocked
2
Watch
Gate
Public copy requires privacy, tone, factual, and pricing approval.
Next
Show serious training pathway
Decision support
Operations lead
3
Items
1
Blocked
1
Watch
Gate
AI recommendations stay advisory until source data and owner acceptance are recorded.
Next
High retention upside
Area health
Every connected growth surface, its owner footprint, and the next highest-priority action.
AI lead nurture
Sarah Chen, Front desk, AI receptionist
Send women’s no-gi membership path with coach note
OpenGuardrail matrix
The rules that stop AI and growth automation from drifting into risky behavior.
AI drafts, humans approve
Automation can prepare messages, replies, offers, and page copy, but sensitive changes need explicit staff approval.
Public copy gates
Pricing, child safety, reputation replies, and guarantees require factual and privacy checks before publish.
SLA pressure
Urgent reputation, conversion-ready leads, and blocked AI receptionist flows get same-day or today labels.
Evidence capture
Each queued item carries channel, stage, owner, source context, blockers, and impact into draft replay.
Decision queue candidates
Ranked by urgency, safety gates, evidence quality, and conversion impact.
Kids retention is strongest where family admin friction is lowest
AI insight · decision support
82%
Score
Today
SLA
owner required
State
The spec’s thesis keeps showing up: operational smoothness and family confidence are deeply linked.
Owner
Owner
Decision
insight
Confidence
medium
Impact
Turns synthetic AI observations into reviewed operating decisions.
Evidence
Priority: high
Impact: High retention upside
Source context must be checked before acting
Blockers
Needs decision review
Confirm source data before action
Mia Kim
AI lead nurture · sms + email
79%
Score
Today
SLA
owner required
State
Nurture should bridge the gap between a good first class and the confidence to join.
Owner
Sarah Chen
Decision
handoff
Confidence
high
Impact
Turns enquiry momentum into owned follow-up before the lead cools off.
Evidence
Stage: conversion ready
Owner: Sarah Chen
Message should match trial and family context
Blockers
Needs human conversion call
Confirm offer and family context
Adults Fundamentals Restart
Campaign · SMS + coach follow-up
58%
Score
Today
SLA
owner required
State
Uses coach-led reassurance and timetable clarity instead of generic discount language.
Owner
Owner
Decision
message
Confidence
medium
Impact
Keeps campaign work tied to conversion targets, consent, and follow-up ownership.
Evidence
Audience: Lapsed adults and warm enquiries
Channels: SMS + coach follow-up
Stage: follow up
Blockers
Follow-up owner not closed
Competition squad
Website · website
43%
Score
Before campaign launch
SLA
needs review
State
This page can connect competition, achievements, nutrition, and coaching depth into a public story.
Owner
Owner
Decision
publish
Confidence
low
Impact
Keeps the public site aligned with live programs, offers, and trial flows.
Evidence
Page status: draft
Purpose: Show serious training pathway
Pricing and program copy need source-of-truth checks
Blockers
Draft page needs publish checklist
Website question triage
AI receptionist · web
42%
Score
Same day
SLA
owner required
State
The AI should know when to answer directly and when to step back so it never sounds confident about something fuzzy.
Owner
Owner
Decision
message
Confidence
low
Impact
Protects the first response experience while increasing after-hours lead capture.
Evidence
Channel: web
Training state: watch
Fallback path required before automation
Blockers
Needs reviewed fallback wording
Needs channel-specific escalation owner
Women’s no-gi intro
Landing page · Adult beginners
41%
Score
Before traffic starts
SLA
owner required
State
A good landing page is not just marketing; it is the start of the operational journey.
Owner
Growth owner
Decision
publish
Confidence
low
Impact
Links campaigns to measurable conversion paths and lead quality.
Evidence
Audience: Adult beginners
Launch state: draft
Lead source tracking required
Blockers
Needs analytics and conversion review
facebook review
Reputation · facebook
28%
Score
Same day
SLA
owner required
State
Trial confusion was handled, but the response should become a learning input for AI receptionist FAQ boundaries.
Owner
Owner
Decision
response
Confidence
low
Impact
Protects reputation while turning strong feedback into social proof.
Evidence
Source: facebook
Sentiment: urgent
Status: responded
Blockers
Needs owner-approved response
Check privacy exposure
Sarah Chen -> Isla Morgan
Referral · member referral
72%
Score
48 hours
SLA
owner required
State
Strong warm referral into kids trials; reward should unlock if the family converts cleanly this month.
Owner
Front desk
Decision
reward
Confidence
medium
Impact
Makes word-of-mouth growth measurable and prevents reward mistakes.
Evidence
Referral status: trialing
Reward state: pending
Advocate: Sarah Chen
Blockers
Reward awaiting approval
Switch from GymDesk
Landing page · Martial arts owners
69%
Score
This week
SLA
owner required
State
This is the migration wedge: a clear promise that switching can be structured, calm, and accountable.
Owner
Growth owner
Decision
publish
Confidence
medium
Impact
Links campaigns to measurable conversion paths and lead quality.
Evidence
Audience: Martial arts owners
Launch state: testing
Lead source tracking required
Kids program
Website · website
67%
Score
This week
SLA
needs review
State
Kids pages should lean on family admin clarity, waiver trust, and coaching safety instead of generic activity copy.
Owner
Owner
Decision
publish
Confidence
medium
Impact
Keeps the public site aligned with live programs, offers, and trial flows.
Evidence
Page status: review
Purpose: Parent confidence and trial booking
Pricing and program copy need source-of-truth checks
Isla Morgan
AI lead nurture · sms + email
66%
Score
48 hours
SLA
needs review
State
The strongest lead nurture feels specific to the family, the session, and the anxiety of a first visit.
Owner
Front desk
Decision
handoff
Confidence
medium
Impact
Turns enquiry momentum into owned follow-up before the lead cools off.
Evidence
Stage: trial booked
Owner: Front desk
Message should match trial and family context
Two sessions are close to avoidable waitlist frustration
AI insight · decision support
64%
Score
This week
SLA
needs review
State
Smart scheduling and staffing cover could relieve pressure without immediately adding more total classes.
Owner
Operations lead
Decision
insight
Confidence
medium
Impact
Turns synthetic AI observations into reviewed operating decisions.
Evidence
Priority: medium
Impact: Schedule quality
Source context must be checked before acting
After-hours trial booking
AI receptionist · phone
63%
Score
Next business day
SLA
owner required
State
This is one of the highest-leverage flows in the spec, and it needs to feel trustworthy enough to act like a real front-desk teammate.
Owner
Owner
Decision
message
Confidence
medium
Impact
Protects the first response experience while increasing after-hours lead capture.
Evidence
Channel: phone
Training state: training
Fallback path required before automation
Blockers
Needs reviewed fallback wording
Needs channel-specific escalation owner
internal review
Reputation · internal
61%
Score
72 hours
SLA
needs review
State
A billing recovery interaction felt abrupt, which matches the insight surfaced elsewhere in the product.
Owner
Front desk
Decision
response
Confidence
medium
Impact
Protects reputation while turning strong feedback into social proof.
Evidence
Source: internal
Sentiment: mixed
Status: watch
Winter Seminar Release
Campaign · Email + desk prompts
46%
Score
Before next send
SLA
needs review
State
Pairs event promotion with rashguard and no-gi upgrade interest.
Owner
Owner
Decision
message
Confidence
medium
Impact
Keeps campaign work tied to conversion targets, consent, and follow-up ownership.
Evidence
Audience: Current adults and warm former members
Channels: Email + desk prompts
Stage: draft
Blockers
Needs audience approval
google review
Reputation · google
92%
Score
72 hours
SLA
needs review
State
A parent praised the kids coaching and arrival experience; this should feed proof into campaigns and website copy.
Owner
Front desk
Decision
response
Confidence
high
Impact
Protects reputation while turning strong feedback into social proof.
Evidence
Source: google
Sentiment: positive
Status: new
Maria Rossi -> Oliver Nguyen
Referral · member referral
90%
Score
This week
SLA
needs review
State
Sibling-family referral converted and should feed into the next front-desk reward or account credit.
Owner
Front desk
Decision
reward
Confidence
high
Impact
Makes word-of-mouth growth measurable and prevents reward mistakes.
Evidence
Referral status: converted
Reward state: earned
Advocate: Maria Rossi
Missed-call SMS follow-up
AI receptionist · sms
88%
Score
Next business day
SLA
needs review
State
A strong missed-call recovery loop can turn otherwise-lost attention into booked trials without adding late-night admin burden.
Owner
Front desk lead
Decision
message
Confidence
high
Impact
Protects the first response experience while increasing after-hours lead capture.
Evidence
Channel: sms
Training state: ready
Fallback path required before automation
Home
Website · website
86%
Score
This week
SLA
auto clear
State
The website builder should reuse the same class, trial, and trust signals the app already understands.
Owner
Marketing owner
Decision
publish
Confidence
high
Impact
Keeps the public site aligned with live programs, offers, and trial flows.
Evidence
Page status: published
Purpose: Explain programs and convert first-time visitors
Pricing and program copy need source-of-truth checks
Kids trial class
Landing page · Parents
84%
Score
This week
SLA
needs review
State
Trial landing pages should connect directly into lead nurture, waivers, parent portal, and AI receptionist flows.
Owner
Growth owner
Decision
publish
Confidence
high
Impact
Links campaigns to measurable conversion paths and lead quality.
Evidence
Audience: Parents
Launch state: live
Lead source tracking required
Winter Kids Trial Push
Campaign · Instagram + email + inbound calls
82%
Score
Before next send
SLA
needs review
State
Focused on after-school time slots and conversion into kids fundamentals plus siblings.
Owner
Marketing owner
Decision
message
Confidence
high
Impact
Keeps campaign work tied to conversion targets, consent, and follow-up ownership.
Evidence
Audience: Parents of 5-11 year olds
Channels: Instagram + email + inbound calls
Stage: running
Mark Stevens -> Chloe Singh
Referral · member referral
55%
Score
This week
SLA
needs review
State
New adult lead with good intent, but still needs first-contact follow-through.
Owner
Front desk
Decision
reward
Confidence
low
Impact
Makes word-of-mouth growth measurable and prevents reward mistakes.
Evidence
Referral status: new
Reward state: none
Advocate: Mark Stevens
Website enquiries
AI lead nurture · sms + email
51%
Score
48 hours
SLA
needs review
State
This connects the AI receptionist to the CRM instead of leaving bot conversations as dead ends.
Owner
AI receptionist
Decision
handoff
Confidence
low
Impact
Turns enquiry momentum into owned follow-up before the lead cools off.
Evidence
Stage: warming
Owner: AI receptionist
Message should match trial and family context
Billing recovery is operationally effective but emotionally sharp
AI insight · decision support
47%
Score
This week
SLA
needs review
State
A better message layer could preserve revenue while feeling more aligned with the product’s tone principles.
Owner
Operations lead
Decision
insight
Confidence
low
Impact
Turns synthetic AI observations into reviewed operating decisions.
Evidence
Priority: watch
Impact: Experience risk
Source context must be checked before acting
Queued growth reviews
Drafts waiting for apply, void, or integration handoff.
No AI growth reviews are queued yet.
Operating checklist
What needs to be true before this module is genuinely production-grade.
Approval trail
Every AI decision is queued as a draft with replayable DB operations and audit mapping.
Safety boundaries
Sensitive topics, public copy, pricing, offers, rewards, and child-safety cases have explicit gates.
Source context
Evidence and impact are captured on the review item before any downstream action.
Provider execution
Actual sends, review posting, page publishing, and analytics sync still need integration endpoints.
Experiment depth
A/B tests, attribution windows, holdouts, and ROI reporting still need their own database-backed model.