About Stack Network

Intelligence for the Industries
That Run the Real Economy

One platform. 26 industries. Every answer grounded in verified data from primary sources. Stack Network is AI-native intelligence built for the professionals who build, operate, and regulate the physical world.

The Platform

What Stack Network Is

Stack Network is a collection of 26 specialized, AI-native intelligence sites -- each built from the ground up for a single industry. Not a generic chatbot with an industry dropdown. Not a search engine with a coat of paint. Each vertical has its own curated data library, its own terminology model, and its own regulatory framework.

🏗
Construction
Licensing, OSHA, project costing
Legal
Entity formation, compliance, contracts
🏢
Real Estate
Cap rates, zoning, market data
💰
Finance
SBA loans, treasury rates, tax
🚢
Trade
Tariffs, HTS codes, USTR policy
📋
Compliance
Federal and state regulations
Energy
Utility rates, incentives, permits
🛒
Retail
Lease terms, supply chain, POS
🍽
Restaurant
Health codes, licensing, food cost
📈
Franchise
FDD analysis, territories, ROI
🏭
Manufacturing
Supply chain, tariffs, safety
🚚
Logistics
Freight rates, routing, customs
🛡
Insurance
Coverage, risk, underwriting
💻
Technology
SaaS metrics, infrastructure, hiring
📊
Tax
Entity structure, quarterly estimates, optimization
🏖
Retirement
Social Security, Medicare, lifestyle planning
🔒
Cybersecurity
Risk assessment, SOC 2, HIPAA, CMMC
🤝
Expert Consulting
AI-matched vetted consultants, all verticals
The Problem

Why We Exist

Generic AI tools fail the people who need intelligence most -- industry professionals making high-stakes decisions with real money on the line. Every vertical has unique regulations, data sources, and terminology that general-purpose models get wrong.

Generic AI
Wrong terminology

Confuses a "general contractor license" with a "business license." Mixes up HTS codes. Cites regulations from the wrong state.

Stack Network
Industry-native language

Each vertical uses the exact terminology, code references, and regulatory frameworks that professionals expect.

Generic AI
Stale or invented data

Hallucinated tariff rates. Outdated SBA loan limits. Made-up cap rates. No source citations, no way to verify.

Stack Network
Verified from primary sources

Every data point traces back to an authoritative source -- IRS, USTR, OSHA, NAR, CBRE -- with freshness tracking.

Generic AI
No cross-industry insight

Answers your construction question in isolation. Misses the tariff impact on materials, the insurance requirement, the zoning constraint.

Stack Network
Cross-vertical intelligence

Automatically surfaces connections across trade, legal, finance, and compliance that single-vertical tools can never see.

The Method

How It Works

Stack Network is not a wrapper around a language model. It is AI-native intelligence backed by a curated data library drawn from 21 primary sources -- government agencies, industry associations, and authoritative data providers.

Every answer on Stack Network is grounded in verified data. Our curated library draws from primary sources that industry professionals already trust:

IRS (tax codes, rates, deadlines)
SBA (loan programs, limits, eligibility)
USTR (tariff schedules, trade policy)
OSHA (workplace safety standards)
NAR (real estate market data)
CBRE (commercial property analytics)
Census Bureau (economic indicators)
BLS (labor statistics, wages)
Federal Reserve (interest rates, policy)
SEC (securities, corporate filings)
USITC (import/export data)
CBP (customs, border enforcement)
EPA (environmental regulations)
DOL (employment law, FMLA, FLSA)
HHS (healthcare regulation, HIPAA)
FTC (franchise disclosure, consumer protection)
NFPA (fire codes, building safety)
ICC (building codes, standards)
State SOS Offices (entity filing, licensing)
State DOT/DOB (permits, inspections)
CoStar (commercial real estate comps)

21 primary sources, continuously verified, with freshness tracking on every data point.

The Advantage

The Network Effect

When you build intelligence across 26 verticals on a shared data backbone, something powerful emerges: cross-industry patterns that single-vertical tools structurally cannot see. Knowledge compounds across every site in the network.

26
Industry Verticals
21
Primary Data Sources
1
Unified Platform

A tariff change does not just affect importers. It ripples through construction material costs, manufacturing input prices, retail supply chains, and restaurant food budgets. Stack Network traces those connections automatically.

Trade + Construction + Real Estate

Steel tariff increases raise construction costs by 8-12%, which shifts commercial cap rates and changes the viability of development projects in secondary markets.

Compliance + HR + Insurance

New OSHA recordkeeping rules change incident reporting thresholds, triggering higher workers' comp premiums and requiring updated employee training programs.

Finance + Franchise + Legal

SBA 7(a) lending cap changes affect franchise acquisition financing, which intersects with FDD disclosure requirements and entity structuring decisions.

Built for professionals who need real answers

Stack Network gives you industry-specific intelligence grounded in verified data. Not guesses. Not generic summaries. Real answers for real decisions.