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Internal System Architecture — April 2026

The four-agent architecture that runs parallel adversarial audits on every brief submitted to the validation layer.

Every layer — public website to adversarial validation engine to vector memory. 48 pages, 13 edge functions, 17 strategic documents. April 2026.

Public Website
Lead Pipeline
Intelligence Engine
Adversarial Validation
Vector Memory / RAG
FHIN Network
Client Delivery
Internal Ops
Data Layer
Strategic Documents
Layer 01
Public Website — 48 Pages
Marketing Core
Homepage Platform Solutions About How It Works Offerings Security News Press
Conversion
Request Access Confirmation Walkthrough Success Demo
Investor
Investors Investor Access
Authenticated
Dashboard Account Admin Login
Network & Tools
Professionals K. Inputs Partner FHIN FHIN Member Application Status Contributors Dossier Signals Atlas
Architecture & Ops
Rev. Verticals Sys. Architecture Command Center Validation Layer Validation History
Legal
Legal Privacy Terms Cookie Policy Accessibility
Layer 02
Lead Capture Pipeline
Main Flow
→Request Access Form
→Make.com Webhook
→Airtable (Leads)
→Confirmation Email
→Intelligence Intake Walkthrough
Walkthrough Detail
9 Sections Adaptive Logic AI Recap Lead Scoring
→Dossier Generation
→Demo
→Contract
Investor Sub-Flow
→Access Form
→LinkedIn Verify
→NDA
→Data Room
Internal Routing
Slack #leads Slack #hot-leads Airtable Leads Make.com Scenario
Layer 03 — NEW
Adversarial Validation Engine
Edge Function
run-adversarial-validation
Agent Panel
Regulatory Agent Competitive Agent Trial Failure Agent Capital Risk Agent
Consensus Engine
PROCEED DELAY KILL
Database Tables
validation_requests agent_assessments failure_patterns outcome_tracking
Outputs
Auto-seeds Cortex Memory /command-center (live) /validation-layer (GTM) /validation-history (audit)
Layer 04 — NEW
Vector Memory / RAG
Infrastructure
pgvector extension HNSW Index m=16 ef_construction=64
Core Table
cortex_memory vector 1024-dim cortex_search_log
Edge Functions
cortex-embed cortex-search
RPC & Embeddings
match_cortex_memory() Voyage AI voyage-3-large
Search Capabilities
Semantic Search Threshold Filters Domain Filters Type Filters
Layer 05
FHIN Contributor Network
Edge Functions (7 Deployed)
fhin-apply fhin-approve fhin-check-status fhin-submit-contribution fhin-member-profile fhin-contributor-directory fhin-list-applications
Sync & Ingestion
sync-contributor-profile ORCID PubMed ingest-fhin-signal
Automation
Make.com Scenario 4788562 Approval Webhook Slack #fhin-applications
Status
5 Verified Contributors /fhin /fhin-member /contributors
Layer 06 — Central
AimwellBio Intelligence Engine
AI Providers (Cost-Tier Enforced)
Cortex AI 4 Providers Cost-Tier Enforcement
Core Capabilities
Context Matching Relevance Scoring Signal Fusion Dossier Generation
Validated Output
GLP-1 Tested Dashboard Live Intelligence Hallucination Containment Provenance Scoring
Feedback Loop
User Corrections → Reweighting Compounding Intelligence
Layer 07
External Signal Layer
Signal Categories
Competitor Activity Clinical Trials Regulatory Updates Market Signals Partnerships Publications
Live API Sources (13)
ClinicalTrials.gov FDA EMA WHO PubMed SEC Patent DBs News APIs
Processing
Signal Scoring Composite Relevance Deduplication Logic AIMN Archive (30-day cache)
Layer 08
Data Layer — Supabase
Project
mpycxjghzdmkgohkqvgy
Supabase Tables
contributor_profiles validation_requests agent_assessments failure_patterns outcome_tracking cortex_memory cortex_search_log cortex_signals auth.users
Extensions & Security
pgvector (enabled) Row Level Security anon_read service_role_all
Airtable (Ops Layer)
Leads IntakeResponses Transcripts Dossiers Activities ClientConfigs
Layer 09
Edge Functions — 13 Deployed
FHIN Network (7)
fhin-apply fhin-approve fhin-check-status fhin-submit-contribution fhin-member-profile fhin-contributor-directory fhin-list-applications
Adversarial Validation (1)
run-adversarial-validation
Vector Memory (2)
cortex-embed cortex-search
Signal & Profile Sync (2)
sync-contributor-profile ingest-fhin-signal
Lookup (1)
get-contributor
Layer 10
Internal Operations
Slack Channels
#leads #hot-leads #fhin-applications
Sales Operations
Lead Scoring Review Sales Outreach Calendly Deployment Discussion Contract
Make.com (PAID — 5 Active Scenarios)
Form Submit Walkthrough Complete Dossier Generation FHIN Approval (4788562) Follow-up
Airtable Tables
Leads IntakeResponses Transcripts Dossiers Activities ClientConfigs
Layer 11
Strategic Documents — 17 Files
3 Intelligence Dossiers
Signal (7pg) Shield (11pg) Command (13pg)
5 Intelligence Briefings
Cost of False Confidence Regulators' Hallucination Problem Synthetic Evidence Authority Trap Liability Vacuum
4 Strategic Documents
Capital Raise Brief Investor Deck Institutional Investment Memo Sovereign Deployment Brief
5 Intelligence Reports
Biotech Intelligence Imperative Command Layer Decision System Hallucination Liability Crisis + 1 Additional
Layer 12
Revenue Layer — 10 Verticals
Core Ring
R1 Subscription R5 Training & Cert
Network Ring
R2 Partner Referrals R3 Enterprise Expansion
Scale Ring
R4 Market Intelligence R6 Sovereign Contracts R7 Consulting Marketplace
New Verticals
R8 Adversarial Validation as a Service R9 FHIN Data Licensing R10 API Access
Projection
$375K → $28.8M (5-year)
Public Website

aimwellbio.com — 48 Pages

Full marketing, conversion, intelligence, and delivery ecosystem. Every page drives toward Request Access, Walkthrough, or Client Login. Includes new command center and validation pages shipped April 2026.

Lead Capture Pipeline

Prospect to Qualified Lead

Three entry points: Request Access form, Intelligence Intake walkthrough, and Investor Access form. All feed Make.com webhooks that route to Airtable and Slack with scoring.

Adversarial Validation Engine

Four-Agent Kill / Proceed System

A multi-agent panel that stress-tests every strategic decision before it reaches executive level. Four specialized agents attack from regulatory, competitive, clinical, and capital angles. Consensus determines the verdict.

Vector Memory / RAG

Semantic Intelligence Retrieval

1024-dimensional vector embeddings over the full Cortex knowledge base. Every adversarial assessment, contributor signal, and intelligence output is embedded and made semantically searchable.

FHIN Contributor Network

Field Health Intelligence Network

Seven edge functions power a vetted contributor network of field health professionals. Contributors submit signals, sync publication records, and receive profile pages. Make.com handles the approval workflow.

Data Layer — Supabase

Unified Backend Infrastructure

Single Supabase project (mpycxjghzdmkgohkqvgy) hosts all tables, extensions, and RLS policies. pgvector enabled. Row Level Security enforced on every table with anon_read and service_role_all policies.

Revenue Architecture

10 Verticals · Three Rings

One intelligence infrastructure, ten distinct revenue streams. Core generates recurring revenue. Network monetizes the ecosystem. Scale captures market-level and sovereign opportunity. R8–R10 are new verticals enabled by April 2026 infrastructure.

Strategic Documents

17-File Intelligence Library

Three tiers of published documents supporting sales, investor relations, and sovereign deployment conversations. All documents reference the live intelligence infrastructure.

Client Deliverables

Sample Intelligence Dossiers

Tiered PDF dossiers generated from intake data. Each tier includes progressively deeper intelligence coverage.

Signal
$279/mo
Baseline Intelligence

Landscape overview, regulatory risks, competitive positioning, monitoring cadence.

7 pages View PDF →
Recommended
Shield
$449/mo
Full Operational Brief

Everything in Signal plus entity watchlists, patent/IP surveillance, drug interactions, supplier compliance.

11 pages View PDF →
Command
$749/mo
Complete Infrastructure Brief

Full brief plus custom strategic analysis, quarterly intelligence roadmap, dedicated analyst onboarding.

13 pages View PDF →

Sample dossiers generated for: Meridian Health Sciences · Functional Medicine Clinic · Peptide Therapeutics, Regenerative Medicine, Hormone Optimization

Partner Resource Index → Revenue Verticals → Walkthrough Demo →
AimwellBio — Internal System Architecture Document · April 2026
Ten revenue verticals from a unified intelligence infrastructure.
This document is confidential and intended for internal team and partner use.
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AIMN : AimwellBio — Complete System Architecture
Explore the complete AimwellBio ecosystem architecture. Learn how our decision integrity engine integrates intelligence inputs, verification, and continuous monitoring for biotech organizations.