Every mid-market operator runs into the same wall: people stuck doing work that should be automated.

Revenue Institute deploys AI agents and workflow automation across mid-market companies in every sector - from professional services and financial services to manufacturing, healthcare, logistics, and software. The vertical changes; the operational drag pattern doesn't.

The Short Answer

Revenue Institute serves mid-market operators across every major industry. The engagement model is the same regardless of vertical: a process audit identifies the highest-ROI automation opportunity, a 10-14 week deployment cycle puts a production AI system in front of your team, and ongoing measurement confirms the system is recovering real hours and revenue. The depth of vertical expertise varies - we have the deepest playbooks in professional services, financial services, and healthcare - but we engage with companies in every sector that has manual admin work, repeatable workflows, and operators who care about outcomes.

Sound familiar?

Manual Work That Doesn't Scale

Your best people are spending too many hours on email triage, data entry, status reports, and follow-up. The work is necessary; the cost of human delivery is no longer justifiable.

Software That Doesn't Talk to Software

Your CRM, ERP, ticketing, project management, and email systems all hold pieces of the same picture. Stitching them together still falls to people. The operating cost of integration is hidden in headcount.

Tribal Knowledge Locked in People

How a senior operator decides what to do with a stalled deal, an overdue invoice, or a flagged exception is in their head. New hires take 6-12 months to ramp because the playbook isn't written down anywhere.

What we build for General Industries

System / Agent

What It Does

Process Audit & Roadmap

We map your top operational workflows, identify the 2-3 with the highest automation ROI, and produce a concrete deployment plan. No software pitch, just a prioritized backlog.

Custom AI Agents

Production-grade autonomous agents that handle qualification, routing, reporting, follow-up, and exception triage inside your existing tech stack.

Business Process Automation

End-to-end workflow automation for finance, ops, HR, and customer success - replacing the manual handoffs that drag every cycle.

CRM & ERP Cleanup

Architectural fixes to data quality and pipeline structure so the AI you deploy on top of your systems actually has a clean substrate to work with.

Revenue Operations Systems

Lead-to-cash automation: intake, qualification, routing, follow-up, pipeline hygiene, forecasting, and renewal management.

Reporting & Analytics Automation

Automated client and internal reports delivered on schedule with accurate data, freeing analyst hours for actual analysis.

10-14 wks

Time to first production workflow

60-90 days

Typical payback period

70-85%

Manual hours eliminated per workflow

Real results in general industries.

Roots AI

$0 to $35M Pipeline in 6 Months

Roots AI was an early-stage cognitive process automation company when CEO Chaz Perera reached out to Revenue Institute. The case is industry-agnostic - the system we built for Roots (intent identification, automated outbound, deeply personalized engagement) has since been adapted for clients in financial services, manufacturing, professional services, and software. The mechanics translate; the vertical context changes only the messaging layer.

Read the full case study

$35M

Pipeline Built

90 days

Time to Fortune 100 Close

Series A + B

Funding Rounds

Common Questions

Quick answers to what most general industries leaders ask before we kick off.

Does Revenue Institute only work with the listed industries?

No. We have the deepest published playbooks for professional services, financial services, healthcare, manufacturing, logistics, retail, software, private equity, accounting firms, law firms, consulting firms, architecture firms, and construction - but we engage with mid-market companies in any sector. The engagement model is industry-agnostic. The vertical-specific knowledge gets built into the deployment during the process audit.

What if my industry isn't on your published list?

Most of the operational drag we automate (manual reporting, lead qualification, follow-up sequencing, exception triage, document review, reconciliation) is structural to mid-market operations regardless of the vertical. We've delivered for companies in education, energy, hospitality, real estate, non-profits, and government contracting using the same C.O.R.E. methodology. Book a strategy call - we'll tell you within the first conversation whether we're the right fit.

How does engagement work for non-listed verticals?

It's the same as any other engagement. We start with a 30-minute strategy call to understand your top operational bottlenecks. If there's a fit, we run a 1-2 week process audit to identify the highest-ROI automation opportunity. We then deploy a production system in 10-14 weeks. The only difference for less common verticals is that the audit phase often identifies more workflows we haven't deployed for before - which means the build phase includes more original architecture work, not less.

What size of company do you typically serve?

Our sweet spot is mid-market operators with 50-500 employees and $10M-$250M in revenue. We've worked with smaller growth-stage firms (15-50 employees) and larger enterprises ($500M+) where the engagement scope is well-defined. We're not a fit for early-stage startups still figuring out product-market fit, or for Fortune 100 companies needing massive systems integration work.

How is this different from hiring a generic AI consulting firm?

Generic AI consulting firms sell strategy decks, advisory hours, and pilot programs. We build and deploy production AI systems that run inside your stack, integrated with your existing tools, owned by your team after handoff. No recurring license fees, no perpetual advisory retainer, no proof-of-concept-that-never-ships. Read more about how we compare to alternatives on our compare hub.

What's the typical engagement cost for cross-industry work?

Our AI Accelerator workshops start at $4,500 and the fee credits toward implementation. Full custom builds typically range from $50K-$250K depending on scope, integrations, and compliance requirements. Cost is the same across industries - what varies is the scope of the audit and the depth of integration work, both of which we estimate concretely after the first call.

Can you handle compliance-heavy industries?

Yes. We've deployed for HIPAA-regulated healthcare, SOC 2 / FINRA-regulated financial services, and PHI-handling clinical practices. Compliance gets architected into the deployment from week 1 - data residency, audit logging, role-based access, BAAs with vendors. If your industry has specific regulatory requirements, mention them on the strategy call and we'll walk through how we've handled similar engagements.

Ready to see this applied to your general industries firm?

Book a 30-minute strategy call. We'll show you exactly what we'd build.

Book a Strategy Call