Reference atlas/98 industries/5,005 briefs

Find the operating system your industry is missing.

Ninety-eight verticals, mapped one brief at a time: the tools each one actually runs on, the handoffs that keep breaking, and the workflow worth automating first. Written by operators, not analysts.

Inside every brief

  • The stackWhat the vertical already runs on
  • The breakWhere the handoff drops work
  • The fixOne workflow, installable this week
The indexCoverage

Hover to hold. Click a line to open that vertical.

What an AI business OS is

Three layers,
in order.

Most companies buy the third layer first, which is why the dashboard is always wrong. The order is not a preference. Each layer only works once the one under it is real.

L1

Connect

One record instead of nine.

The CRM, the ERP, the scheduler, the field app and the inbox stop holding separate versions of the same job. One record, one ID, one place it changes.

L2

Automate

Needs Connect

The handoff runs itself.

Intake to schedule to invoice, without a person retyping it. The repeatable steps run on their own and only the exceptions reach a human.

L3

See

Needs Automate

You know before the month closes.

Margin, utilization and cycle time read straight off the work as it happens, so a bad job shows up on day three rather than in the quarterly.

Deepest coverage

Start with a vertical.

All 98 industries →

Accounting & CPA Firms

AI operating systems for accounting firms automate bookkeeping, tax preparation, client document collection, and workflow management. Increase capacity during busy season and improve accuracy across your entire practice.

Read the brief

Architecture & Engineering Firms

AI operating systems for architecture and engineering firms automate project management, proposal generation, resource planning, and client communication. Deliver projects on time and on budget with intelligent workflow automation across your practice.

Read the brief

Auto Dealerships

AI operating systems for auto dealerships automate lead follow-up, inventory management, service scheduling, and customer lifecycle marketing. Sell more vehicles and increase service revenue through intelligent automation across sales and fixed operations.

Read the brief

Construction

AI operating systems for construction companies automate project estimation, scheduling, safety compliance, and subcontractor management. Reduce cost overruns and keep projects on track with intelligent workflow automation across every phase.

Read the brief

Dental Practices

AI operating systems for dental practices automate patient scheduling, insurance verification, treatment plan presentation, and recall campaigns. Reduce front desk burden and keep your chairs full with intelligent practice automation.

Read the brief

E-commerce

AI operating systems for e-commerce businesses automate product catalog management, customer service, order fulfillment, and marketing campaigns. Scale your online store by automating the workflows that drive revenue and customer satisfaction.

Read the brief

Education

AI operating systems for educational institutions automate enrollment management, student communication, curriculum scheduling, and administrative reporting. Free up educators and staff to focus on student outcomes instead of paperwork.

Read the brief

Financial Services

AI operating systems help financial services firms automate compliance monitoring, client reporting, portfolio analysis, and onboarding. Increase advisor capacity and deliver better client outcomes through intelligent workflow automation.

Read the brief
98
5,005
784

Complete index

All 98 industries.

Grouped by depth of coverage. Every vertical carries a full set of briefs; the tier reflects how far the research goes.

Who writes it

Built by operators.

The atlas is written by Robert Brooks and the team at MVP.dev, off 25 years of building the systems these companies run on. We have seen what disconnected operations cost, and what changes when the right layer goes in underneath.

This is the reference we wanted and could not find: a plain map of the tools, workflows and automation that turn a messy operation into a legible one.

More about us →

Start here

Read the brief for your industry, then run the pack.

Every brief ends in the same place: a workflow you can install this week. Pack Foundry ships them prebuilt. If yours needs building from scratch, MVP.dev does that part.