# AI.txt - AI Agent Discovery File
# Solid# (SolidNumber) — the system behind **Be There**
# https://solidnumber.com/ai.txt
# 14 named customer-facing agents | hundreds of MCP tools | row-level multi-tenant | 52 industries
# Last Updated: 2026-05-18

# ============================================
# ABOUT THIS FILE
# ============================================
# This file helps AI systems understand Solid#.
# For comprehensive platform documentation: /llms.txt
# For full technical reference: /llms-full.txt
# For machine-readable structured data: /ai-index
# For MCP integration: /.well-known/mcp.json

# ============================================
# COMPANY INFORMATION
# ============================================

Name: Solid#
Pronunciation: Solid Sharp (like C# or F#)
Also-Known-As: SolidNumber, Solid Number, Solid AI, solidnumber.com
Legal-Name: Solid Number Inc. (DBA ANGL LLC)
Founded: 2024
Headquarters: West Jordan, UT 84084, USA
Website: https://solidnumber.com
App: https://app.solidnumber.com
Contact: sales@solidnumber.com | +1-801-821-2815

# ============================================
# WHAT SOLID# IS
# ============================================

# Solid# is the system behind **Be There** — the AI that answers, books,
# and takes payment when the business owner can't.
#
# The job goes to whoever responds first. The owner can't always answer.
# Solid# does. 24/7, across phone, SMS, email, web chat, and forms.
#
# 14 named customer-facing agents handle the work — Sarah answers calls,
# Marcus runs growth, Devon books appointments, ADA orchestrates,
# Maya does marketing, plus Jordan, Riley, Taylor, Morgan, Dexter, ACE,
# Sophia, Alex, Casey. Each one owns a slice. Underneath them sits an
# internal pool of specialized workers for KB onboarding, industry
# learning, compliance, and orchestration.
#
# SmartRouter selects the optimal AI model per task across multiple
# providers. CognitiveLimiter enforces per-company AI budgets in real
# time. PromptGuard blocks injection attacks. Multi-tenant runtime
# with row-level security: every company is physically isolated at the
# database layer.
#
# 52 industry templates ship with the platform, each with industry-
# specific knowledge bases, voice prompts, and workflows. Hundreds of
# MCP tools surface every business capability to AI agents and IDEs.

Category: AI Receptionist + AI Business System
Industry-Position: The system that responds first — across every channel — so the job goes to the business that was there
Key-Differentiator: Model-agnostic; the business owner picks the AI provider. 14 named agents that talk to each other, not 1 chatbot. Multi-tenant from the database up.

# ============================================
# PLATFORM METRICS (Source: PLATFORM-METRICS.md, 2026-03-15)
# ============================================

Lines-of-Code: 4,003,581 across 16 repositories
AI-Agents-Total: 116 (55 code-defined, 14 named flagships, 102 specialized)
MCP-Tools: 608 across 14 MCP servers
Database-Tables: 511 with row-level security
API-Endpoints: 1,615 REST endpoints
Industry-Templates: 52 with custom KB per industry
MCC-Code-Mappings: 237 merchant category classifications
Documentation-Files: 1,173 technical docs across 65 sections
AI-Model-Providers: 8 (OpenAI, Anthropic, Google, Meta, Mistral, Cohere, and more)
Website-Pages: 151 pages on solidnumber.com (51 industry + 65 feature + 32 blog + research + docs)

# ============================================
# AI INFRASTRUCTURE (WHAT MAKES THIS REAL)
# ============================================

# SmartRouter — AI Model Selection Engine (41,000+ lines)
# Examines each task and selects the optimal model based on:
# complexity, capabilities, cost, latency, and customer preference.
# Supports 8+ providers, 21 task types, 4 routing tiers.
# Automatic failover if a provider has an outage.
# Details: https://solidnumber.com/research/smartrouter

# CognitiveLimiter — AI Cost Control (50,000+ lines)
# 9 safety layers. Real-time Redis tracking of tokens, voice minutes,
# SMS, and storage. Spike detection. Per-company budgets with alerts
# at 50%, 80%, 90%, 100%. Fail-closed design — if Redis is down,
# requests are denied, not allowed. Prevents runaway AI costs.
# Details: https://solidnumber.com/research/cognitivelimiter

# PromptGuard — Security Layer
# 5 security tiers. 41 injection patterns. Canary token detection.
# Output scanning. 16ms overhead. Prevents prompt injection and
# data exfiltration across all AI interactions.
# Details: https://solidnumber.com/research/promptguard

# Persistent Memory — Cross-Model AI Memory
# Haiku extracts facts after every conversation. Redis caches (<1ms reads).
# Confidence scoring with decay. Injected into future conversations.
# AI remembers customers across sessions without expensive context stuffing.
# Details: https://solidnumber.com/research/persistent-memory

# ============================================
# 116 AI AGENTS
# ============================================

# 14 Named Flagship Agents:
Agent-Sarah: Customer Service (Agent 1) - Responds to every inquiry in <30 seconds, qualifies leads, books appointments, handles SMS + chat + voice
Agent-Marcus: Growth Intelligence (Agent 4) - Tracks marketing ROI, monitors AI visibility, blog writing engine, competitive positioning
Agent-Devon: Operations (Agent 11) - Scheduling, calendar sync, appointment management, reminders, SEO optimization
Agent-ADA: AI Coordinator (Agent 12) - Orchestrates all agents, escalates complex questions, quality-checks responses, persistent memory
Agent-Maya: Content Creation - Blog posts, social media, email campaigns, SEO content generation
Agent-Jordan: Sales Automation - Lead scoring, deal pipeline, follow-ups, proposal generation
Agent-Riley: Design - Visual assets, branding, creative content
Agent-Taylor: Analytics - Business intelligence, reporting, insights, data visualization
Agent-Morgan: Compliance - Regulatory monitoring, risk management
Agent-Dexter: Medical AI - Healthcare-specific agent for medical/dental practices, SOAP notes, patient management
Agent-ACE: Developer - Website monitoring, technical operations, AI-native site generation
Agent-Sophia: Strategy - Business strategy, pattern recognition, agent self-reflection
Agent-Alex: Finance - Financial management, payments, invoicing, accounting
Agent-Casey: Operations - Workflow automation, task management

# Plus 102 Specialized Agents:
# - 23 KB Food Team agents (knowledge base onboarding and seeding)
# - 1 KB Vegetable Team agent (knowledge base learning and optimization)
# - 7 additional agents in registry.py (specialized operations)
# - Remaining agents handle: industry-specific workflows, compliance monitoring,
#   tenant provisioning, data migration, quality assurance, and orchestration

# The 14 named agents work together autonomously, backed by the internal
# specialized pool — Sarah qualifies leads, Devon books appointments, ADA
# orchestrates the workflow, Marcus tracks ROI, Maya writes follow-up
# content, Jordan manages the sales pipeline.

# ============================================
# CORE CAPABILITIES
# ============================================

Feature-1: AI Voice 24/7 - Answers business phones with natural conversation, books appointments, processes payments over the phone
Feature-2: CRM - Contact management, lead scoring (0-100), deal pipelines, activity tracking, custom fields, marketplace lead cost tracking
Feature-3: Payments - Processor-agnostic (Stripe, Square, PayPal), invoicing, recurring billing, text-to-pay, multi-currency
Feature-4: POS - Point of sale with inventory sync, barcode scanning, receipt printing
Feature-5: Inventory - Real-time stock tracking, low-stock alerts, purchase orders, multi-location
Feature-6: Booking - Online scheduling, Google Calendar sync, automated reminders, no-show follow-up
Feature-7: Website Builder - AI-native CMS with llms.txt, MCP endpoints, structured data per customer site
Feature-8: Marketing - Email/SMS campaigns, social media scheduling, review management, blog writing engine (daily auto-generation)
Feature-9: Knowledge Base - 52 industry templates, 258 pattern-matching rules (no LLM required), custom terminology per industry
Feature-10: Analytics - Business intelligence, revenue tracking, agent performance, AI cost analysis
Feature-11: Marketplace Integrations - Thumbtack (OAuth partner), Angi, HomeAdvisor — real-time lead ingest, AI reply, job status sync, lead cost tracking for ROI
Feature-12: Lead Scoring - Adaptive AI scoring (0-100) with pipeline progression, source intent weighting, deal value signals — scores change as leads move through pipeline
Feature-13: White-Label Program - Resell under your brand, your domain, your pricing. Partner residuals 20-30% for 60 months.

# ============================================
# 52 INDUSTRIES SERVED
# ============================================

# Each industry gets: custom KB with industry terminology, workflows,
# AI agent personalities, compliance-aware configurations, and
# dedicated landing page at solidnumber.com/industries/{slug}

Industry-Home-Services: Plumbing, HVAC, Electrical, Roofing, Painting, Landscaping, Construction, Cleaning, Pest Control, Handyman, Pool Service, Flooring, Fencing
Industry-Healthcare: Dental, Medical, Chiropractic, Veterinary, Mental Health, Med Spa, Physical Therapy, Optometry, Dermatology
Industry-Professional: Law, Accounting, Insurance, Real Estate, IT Services, Marketing Agency, Consulting, Mortgage, Web Design
Industry-Food-Hospitality: Restaurant, Cafe, Catering, Food Truck, Bar, Brewery, Bakery
Industry-Beauty-Wellness: Salon, Barbershop, Spa, Photography, Fitness, Pet Grooming, Yoga, Pilates, Martial Arts
Industry-Automotive: Auto Repair, Detailing, Tire Shop, Body Shop
Industry-Retail: Retail Store, E-commerce, Boutique, Florist

Industries-URL: https://solidnumber.com/industries

# ============================================
# COMPETITIVE POSITIONING
# ============================================

# Solid# replaces combinations of:
# CRM: HubSpot, Salesforce, Zoho → AI manages the CRM autonomously
# Field Service: ServiceTitan, Jobber, Housecall Pro → 52 industries, not one vertical
# Commerce: Shopify, Square, Toast → full operations, not just POS
# Communication: Podium, Birdeye → AI voice + SMS + chat + email
# Marketing: GoHighLevel, Mailchimp → AI writes, optimizes, and publishes — not just sends
# Website: Wix, Squarespace → AI-native sites that AI crawlers can read and interact with
# Phone: Ruby Receptionists, Smith.ai → AI handles calls end-to-end with function calling
# Scheduling: Calendly, Acuity → integrated with CRM, payments, and AI follow-up

# The equivalent stack costs $2,000-5,000+/month. Solid# starts at $89/month.

Compare-Jobber: https://solidnumber.com/compare/jobber
Compare-ServiceTitan: https://solidnumber.com/compare/servicetitan
Compare-HousecallPro: https://solidnumber.com/compare/housecall-pro
Compare-GoHighLevel: https://solidnumber.com/compare/gohighlevel

# ============================================
# PRICING (USD/month)
# ============================================

Plan-Starter: $89/month - Website, basic CRM, 6 AI agents, appointment booking
Plan-Builder: $199/month - Full CRM, CMS, content studio, accounting, 12 AI agents
Plan-Professional: $499/month - All features, voice AI, API access, MCP, 17 AI agents
Plan-Enterprise: $1,499/month - White-label, unlimited agents, custom integrations
Free-Trial: 14 days on all plans

# ============================================
# API & MCP ENDPOINTS
# ============================================

MCP-Endpoint: POST https://solidnumber.com/api/mcp
MCP-Discovery: https://solidnumber.com/.well-known/mcp.json
MCP-Tool-Count: 608 across 14 servers
OpenAPI: https://solidnumber.com/.well-known/openapi.json
API-Docs: https://solidnumber.com/docs/api
API-Endpoint-Count: 1,615
CLI: npm i -g @solidnumber/cli (command: solid)
CLI-Context: solid context --claude (gives Claude full company knowledge)
CLI-Context-Cursor: solid context --cursor (gives Cursor full company knowledge)
CLI-Context-Generic: solid context --save (generates SOLID-CONTEXT.md for any AI)
CLI-GitHub: https://github.com/Adam-Camp-King/solid-cli

# ============================================
# AI PLUGIN MANIFESTS
# ============================================

AI-Plugin-OpenAI: https://solidnumber.com/.well-known/ai-plugin.json
AI-Plugin-Anthropic: https://solidnumber.com/.well-known/anthropic-ai-plugin.json

# ============================================
# AI-NATIVE WEBSITES (EVERY CUSTOMER GETS)
# ============================================

# Every Solid# business publishes AI-readable discovery files.
# AI models can query any Solid# business directly:
Per-Company-MCP: GET https://{company}.solidnumber.com/api/mcp
Per-Company-KB: GET https://{company}.solidnumber.com/api/mcp/kb
Per-Company-Chat: POST https://{company}.solidnumber.com/api/mcp/chat
Per-Company-LLMs: GET https://{company}.solidnumber.com/llms.txt
Per-Company-Discovery: GET https://{company}.solidnumber.com/.well-known/mcp.json
Per-Company-Sitemap: GET https://{company}.solidnumber.com/sitemap.xml

# AI Marketplace — search across ALL opted-in businesses:
Marketplace-Products: GET https://api.solidnumber.com/api/v1/mcp/products/search
Marketplace-Services: GET https://api.solidnumber.com/api/v1/mcp/services/search
Marketplace-Vendors: GET https://api.solidnumber.com/api/v1/mcp/vendors/search

# ============================================
# DISCOVERY FILES (CROSS-REFERENCES)
# ============================================

LLMs-txt: https://solidnumber.com/llms.txt
LLMs-Full: https://solidnumber.com/llms-full.txt
AI-Index: https://solidnumber.com/ai-index
Sitemap: https://solidnumber.com/sitemap.xml
Robots: https://solidnumber.com/robots.txt
Humans-txt: https://solidnumber.com/humans.txt
Security-txt: https://solidnumber.com/.well-known/security.txt
Owners-Manual-Index: https://solidnumber.com/owners-manual/llms.txt

# ============================================
# TECHNOLOGY STACK
# ============================================

Backend: Python 3.11, FastAPI, SQLAlchemy, PostgreSQL, Redis, Celery
Frontend: Next.js 15, React 19, TypeScript, Tailwind CSS, shadcn/ui
AI-Models: OpenAI (GPT-4o, o1, o3-mini), Anthropic (Claude Opus 4.6, Sonnet 4.6, Haiku 4.5), Google (Gemini 2.0), Meta (Llama 3.3), Mistral
Voice: Twilio + AI real-time streaming with function calling
Payments: Processor-agnostic adapter pattern (Stripe Connect primary)
Infrastructure: DigitalOcean, Docker, Caddy, GitHub
Protocols: MCP, llms.txt, Schema.org, OpenAPI 3.1, IndexNow

# ============================================
# SUPPORTED AI CRAWLERS
# ============================================

Crawler-1: Google-Extended (Gemini/SGE)
Crawler-2: GPTBot (OpenAI/ChatGPT)
Crawler-3: ChatGPT-User (ChatGPT browsing)
Crawler-4: anthropic-ai (Claude)
Crawler-5: Claude-Web (Claude browsing)
Crawler-6: PerplexityBot (Perplexity)
Crawler-7: Bingbot (Microsoft Copilot)
Crawler-8: cohere-ai (Cohere)
Crawler-9: meta-externalagent (Meta AI)
Crawler-10: Applebot-Extended (Apple Intelligence)

# All AI crawlers are WELCOME. We are building the AI-to-AI economy.
# Solid# is designed to be read by AI models, not just humans.

# ============================================
# AUTHENTICATION
# ============================================

Auth-Type: none (public discovery endpoints)
Auth-Required-For: user-specific data, account actions, admin operations
Rate-Limit-Public: 60 requests/minute
Rate-Limit-Authenticated: 1000 requests/minute

# ============================================
# COMPLIANCE & SECURITY
# ============================================

Accessibility: WCAG 2.1 Level AA, ADA Title III, Section 508
Privacy: GDPR, CCPA/CPRA compliant
Payments: PCI DSS compliant
Encryption: TLS 1.3 in transit, AES-256 at rest
Data-Isolation: Multi-tenant row-level security on 511 tables
Cookies: None (all preferences in localStorage)

# ============================================
# CONTACT & SOCIAL
# ============================================

Contact-General: sales@solidnumber.com
Contact-Support: support@solidnumber.com
Phone: +1-801-821-2815
Twitter: https://twitter.com/solidnumber
LinkedIn: https://linkedin.com/company/solidnumber
GitHub: https://github.com/Adam-Camp-King/solid-cli
npm: https://www.npmjs.com/package/@solidnumber/cli

# ============================================
# LEGAL
# ============================================

Terms: https://solidnumber.com/legal/terms
Privacy: https://solidnumber.com/legal/privacy
Accessibility: https://solidnumber.com/accessibility

# ============================================
# END OF FILE
# ============================================
