# Revenue Institute > Revenue Institute builds and runs the technology professional-services firms grow on - Agentic AI, Managed AI & IT, Revenue Operations, and Data Science. We lead with law firms, accounting firms, and consulting firms, where our flagship system is Billable-Hours Recovery. We also serve contract manufacturing and other operations-heavy firms of 50-500 people. We build custom AI agents, CRM/ERP systems, and end-to-end operational systems, then run them. This file is a curated link index for AI search and answer engines. For the complete body content and every FAQ of all pages inlined in one document, see https://revenueinstitute.com/llms-full.txt. The canonical machine-readable crawl policy is at https://revenueinstitute.com/robots.txt. ## AI Training & Citation Policy Revenue Institute permits AI search and answer engines (ChatGPT, Claude, Perplexity, Google AI Overviews, Apple Intelligence, Gemini) to crawl, summarize, and cite this content with attribution back to the source URL. - [robots.txt - canonical crawl policy](https://revenueinstitute.com/robots.txt) - [llms-full.txt - full-text corpus](https://revenueinstitute.com/llms-full.txt) ## Who We Serve Revenue Institute leads with professional services - law, accounting, and consulting - the three verticals where billable-hour recovery, matter and engagement operations, and clean utilization data are the highest-leverage wins and where we have the deepest proof. We also serve contract manufacturing and other operations-heavy firms of 50-500 people. - [Law firms](https://revenueinstitute.com/industries/law-firms) - [Accounting firms](https://revenueinstitute.com/industries/accounting-firms) - [Consulting firms](https://revenueinstitute.com/industries/consulting-firms) ## Flagship System - Billable-Hours Recovery - [Billable-Hours Recovery](https://revenueinstitute.com/solutions/billable-hours-automation): AI agents review calendar, email, document, and project-management activity and surface likely billable time as approval-ready suggestions; timekeepers approve in about 30 seconds instead of reconstructing the day from memory. Most professional-services firms lose an estimated 10-25% of billable hours to leakage under manual reconstruction (a stated assumption, not a guaranteed client average); activity-based capture closes most of that gap. Vendor-agnostic (Clio, MyCase, Karbon, Canopy, BigTime, Harvest), fixed-bid, typically live in 3-4 weeks, with tuned playbooks for law, accounting, and consulting. ## What We Do Revenue Institute builds AI and operational systems for professional services (law, accounting, consulting) and contract manufacturing firms of 50-500 people. We do not sell software - we build, deploy, and run the operational infrastructure your firm needs to scale predictably, delivering a live, working system inside the first 100 days rather than a strategy deck. Our methodology is C.O.R.E. (Capture, Orchestrate, Run, Expand): Capture (weeks 1-3) audits CRM, pipeline, data flows, and workflows; Orchestrate (weeks 4-10) designs, builds, and integrates AI agents, CRM systems, and automation; Run (weeks 11-14) deploys, enables the team, and goes live; Expand (ongoing) measures outcomes, tunes, and identifies the next layer. ## Our Four Practices Revenue Institute is built by operators, not vendors. We build and run the technology a business grows on across four practices, under one team: Agentic AI, Managed AI & IT, Revenue Operations, and Data Science. Most firms hire a different vendor for each; we own all four and make them work together. - [Agentic AI](https://revenueinstitute.com/practices/agentic-ai): Agentic AI is software that does a job for you instead of just answering a question. An AI agent takes a goal, breaks it into steps, uses your tools and data, and completes the work with little or no hand-holding. For a business, that means custom AI agents and AI automation that handle the slow, repetitive work people hate, things like sorting incoming requests, drafting replies, updating your CRM, chasing paperwork, and moving data between systems. Done right, it is business process automation that runs every day without someone babysitting it. We build this for firms of 50 to 500 people in professional services and contract manufacturing, where the reflex for piling-up work is another hire. The shift we are after is simple: stop buying hours, start owning systems, so your people spend their time on judgment instead of grunt work. - [Managed AI & IT](https://revenueinstitute.com/practices/managed-services): Managed AI & IT is the practice that builds and runs the technology a business operates on: managed IT support, cybersecurity, cloud, IT infrastructure, and AI enablement. A traditional managed services provider (MSP) is paid to keep systems online and measures itself in uptime and ticket counts. We measure our work in revenue and growth, re-engineering how the business actually operates so technology drives the company forward instead of just keeping the lights on. We do this for firms of 50 to 500 people in professional services and contract manufacturing. The shift is from IT you tolerate as a cost center to technology that earns its place on the P&L. - [Revenue Operations Consulting | Revenue Institute](https://revenueinstitute.com/practices/revenue-operations): Revenue operations, or RevOps, is the work of making your sales and marketing operations run as one system instead of three teams pulling in different directions. It connects your CRM, your data, and your go-to-market process so a lead is tracked from first touch to closed deal without falling through the cracks. In plain terms, RevOps is the plumbing behind growth: the CRM and ERP setup, the reporting, and the pipeline process that tell you what is working and where you are losing money. Done right, it gives leadership a clear, trustworthy picture of revenue instead of guesswork. We build and run this for firms of 50 to 500 people in professional services and contract manufacturing. The shift is from a pipeline you staff with more people to a system you own that does the tracking for them. - [Data Science](https://revenueinstitute.com/practices/data-science): Data Science here means practical business intelligence, not academic theory. We take the numbers scattered across your CRM, accounting, payroll, and spreadsheets, clean them up, and turn them into executive dashboards and reporting you can trust. The point is simple: give leaders one clear view of how the business is doing, and an honest read on what the data actually says, so you make decisions on facts instead of gut and guesswork. We build and run this for firms of 50 to 500 people in professional services and contract manufacturing. The shift is from waiting on someone to pull a report to owning a system that answers the question on a screen. ## Core Services - [Business Process AI](https://revenueinstitute.com/solutions/business-process-ai): Automate the manual work costing your team 2+ hours per day. AI systems that eliminate repetitive tasks across your revenue operations. - [Custom AI Agents](https://revenueinstitute.com/solutions/custom-ai-agents): AI agents built around your specific workflows, running around the clock - from lead qualification to client reporting, built for how your firm actually operates. - [CRM & ERP Implementations](https://revenueinstitute.com/solutions/crm-erp): Clean data architecture your team actually uses. We implement and optimize CRM and ERP systems (HubSpot, Salesforce, Pipedrive) as the backbone of your revenue operation. - [Revenue Operations](https://revenueinstitute.com/solutions/revenue-operations): End-to-end systems for consistent operational growth - the operational system your firm needs to scale predictably, designed, built, and run. ## Engagement Types - [AI Strategy](https://revenueinstitute.com/ai-strategy): A structured engagement that maps your highest-ROI automation opportunities and delivers a build-ready roadmap inside the first 100 days. Ideal for firms not yet sure where to start. - [AI Accelerator Workshop](https://revenueinstitute.com/ai-accelerator): A structured working session to assess AI readiness, identify the highest-ROI use cases, and leave with a build-ready implementation roadmap - a complete AI action plan in one day. ## Industries Served ## AI Agents Catalog ## Case Studies & Client Results ## AI vs. Competitor Comparisons ## AEO Question Pages Direct-answer pages built for natural-language queries (cost, timeline, sequencing, readiness). Each opens with a quotable answer paragraph and ships a structured set of operator-grade considerations. ## AI Use Case Library 300+ AI use cases across 9 industries (Professional Services, Financial Services, Law Firms, Healthcare, Manufacturing, Construction, Logistics, Software, Private Equity). Each ships an AEO-grade answer paragraph, industry- and department-specific problem framing, AI architecture, expected ROI, How-It-Works steps, key considerations including failure modes, and FAQs. ## Industry Use-Case Pages Deep-dive pages pairing a specific industry with a specific AI use case. Each opens with a plain-language definition, then problem framing, the AI solution, expected ROI, and FAQs - written to be quoted directly by AI answer engines. ## Technology Implementation & Optimization Vendor-agnostic: we implement, rescue, and optimize the platforms mid-market firms already run, then build custom AI agents and automation on top. Coverage spans CRM, sales engagement, AI and LLM platforms, AI agent frameworks, workflow automation, business intelligence, and project management. ### Platforms we implement and optimize ## Tools - [ROI Calculator](https://revenueinstitute.com/roi-calculator): Estimates Capacity Recovered, Potential Pipeline Growth, and Budget Savings based on firm size and industry. ## About - [About Revenue Institute](https://revenueinstitute.com/about): Founded by Stephen Lowisz, an operations expert with deep experience building AI-driven operational infrastructure for professional-services firms. ## Authors - [Stephen Lowisz - Founder & CEO](https://revenueinstitute.com/about#stephen-lowisz): Serial entrepreneur and business systems architect. 10+ years building revenue and operations systems for professional-services firms; author of "The AI Workforce Playbook." All Revenue Institute editorial content is authored or directly overseen by Stephen. - [The AI Workforce Playbook (book)](https://www.amazon.com/AI-Workforce-Playbook-Services-Headcount/dp/B0GV161SF8/) - [Revenue Institute on LinkedIn](https://linkedin.com/company/revenueinstitute) ## Insights & Editorial - [Insights](https://revenueinstitute.com/insights): Long-form analysis and frameworks authored by Stephen Lowisz on AI-driven revenue operations, CRM/ERP modernization, and B2B operational scaling. ## Optional Core navigation and index pages. - [Home](https://revenueinstitute.com/) - [Why Us](https://revenueinstitute.com/why-us) - [How We Work](https://revenueinstitute.com/how-we-work) - [Contact](https://revenueinstitute.com/contact) - [Services](https://revenueinstitute.com/services) - [AI Consulting](https://revenueinstitute.com/services/ai-consulting) - [AI Implementation](https://revenueinstitute.com/services/ai-implementation) - [AI Transformation](https://revenueinstitute.com/services/ai-transformation) - [Practices](https://revenueinstitute.com/practices) - [Solutions](https://revenueinstitute.com/solutions) - [AI Agents (index)](https://revenueinstitute.com/ai-agents) - [AI Use Cases (index)](https://revenueinstitute.com/ai-use-cases) - [Case Studies (index)](https://revenueinstitute.com/case-studies) - [Comparisons (index)](https://revenueinstitute.com/compare) - [Industries (index)](https://revenueinstitute.com/industries) - [Technologies (index)](https://revenueinstitute.com/technologies) - [Resources](https://revenueinstitute.com/resources) - [Glossary (index)](https://revenueinstitute.com/glossary)