AICRO
How AICRO Operates
An AI-Native GTM agency, engineered as a closed loop.
4 custom MCPs
13+ specialized agents
79 skills
30+ always-active rules
hourly learning · persistent memory
Signal Fabric
Proprietary capture plus modern signal layer. The inputs that decide who gets contacted, when, and why.
Signal Types — Generic (customary library)
Hiring
Funding
Exec Hire
Job Openings
Tech Stack
Intent
Content Triggers
Lookalike-CRM
Layoffs
M&A Activity
Product Launch
Senior Hires
Patent Filings
Press Mentions
Signal Types — PropTech / CRE
★ Closed Deals
★ Loan Maturities
★ CMBS Defaults
★ Cap Rate Compression
★ Tenant Vacancies
★ Distressed Assets
★ Refi Pressure
★ Broker Team Moves
★ Listings Activity
★ Permit Filings
★ Capital Raises
★ Social Dissatisfaction
Sources
Outbound & Enrichment Waterfall
Intent & Behavior (modern + emerging)
Voice-of-Customer + Internal
CClient CRM Feeds
PCustom Scrapers
PropTech / CRE Depth
Orchestra THE BRAIN
Every campaign, every signal, every reply runs through here. One coordination layer across thirteen agents and four custom MCPs.
Interface
Agent Swarm — specialized agents in production
aicro-researcher
research & intel
sector-scout
vertical recon
client-onboarding
intake → ICP
campaign-brief
strategy compiler
prefilter-grade
ICP scoring A/B/C/D
email-writer
per-row copy
sheet-execution
writes the rows
policy-qa
stop-slop gate
sheet-routing
ICP scan + route
execution-guidance
per-segment strategy
reply-agent
inbox + sentiment
AICRO Rounds
CRM agent · activities · scripts
+ client-report-agent · ingestion-agent · anti-patterns · persona-writer · subject-line-tester · signal-scanner · deliverability-monitor · voice-anchor-checker · meeting-prep · ICP-card-generator in production + active build
11 MCPs
79 skills
23 commands
30+ rules
4 custom MCPs
AICRO Send
AICRO writes the copy, runs the sequence, monitors deliverability. Email infrastructure white-labeled, the work product is ours.
per-row copy
multi-touch
A/B variants
warm-up native
domain rotation
deliverability watch
AICRO Connect
LinkedIn outbound. AICRO writes the DM, runs the multi-step sequence, handles the inbox.
in
connection requests
DM sequences
inbox automation
multi-account routing
voice-anchor enforced
We are the AICRO.
Every channel the rep needs, we generate the work product. Activities, scripts, drafts, sequences, replies — written, sequenced, monitored, and looped back.
Email
via AICRO Send
LinkedIn DMs
via AICRO Connect
Phone Scripts
via AICRO Rounds
SMS / iMessage
via AICRO Rounds
CRM Activities
next-action on deal
Slack Cards
daily deal rounds
Client Reports
weekly briefs
QUALITY + GOVERNANCE — built into every campaign
Continuous learning · hourly scan · persistent memory
Closed-won fingerprint → lookalike
MEDDPICC pre-qualification
Stop-slop QA gate (banned phrases, AI tells)
DNC + blocklist + dedupe
A/B testing per cluster
Deliverability monitoring
Domain warm-up + rotation
Per-client voice anchor enforcement
PR-based governance (every change reviewed)
Always-active doctrine propagation
Lessons ledger (committed corrections)
Reply + Inbox Agent
Where outbound stops and the system starts learning. Sentiment, intent, meeting booking, and CRM sync, in real time.
Sentiment & intent classification
Meeting auto-booking
Team Accountability follow-up
Lead Re-engagement follow-up
↺ CRM sync runs every reply. "Not ICP" feedback writes to
bad_icps, closed-won fingerprints feed back to Signal Fabric.
AICRO Client Portal
Where clients see every reply, every campaign, every signal. Real-time, audited, theirs.
portal.aicro.co
●
Real-time reply visibility, per-campaign and per-rep●
Audit trail on every message and every agent action●
"Not ICP" feedback loop closes the learning cycle●
Built on Next.js · Vercel · Supabase · n8n
SUBSTRATE
The infrastructure underneath. Same architecture across every client.
GitHub
aicro-os + per-client repos
Supabase
primary database
Vercel
portal & microsite hosting
GitHub Actions
CI/CD · brief-batch · routing
n8n.aicro.co
workflow automation
F
Fireflies
call transcripts → intent
Custom Python
execution/ + scripts/