Operational Systems · Forward Deployed Engineering

We build the systems that make organizations run.

Revuity is an operational systems company. We embed with your team, learn how the work actually gets done, and build the custom systems that run it — then stay to operate them in production.

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Operations lead, illustrated portrait — Operations lead

Financial analyst, illustrated portrait — Financial analyst

Program director, illustrated portrait — Program director

Compliance officer, illustrated portrait — Compliance officer

Clinic manager, illustrated portrait — Clinic manager

Who this is for

The system doesn't replace the people who run the operation. It makes each of them better at it.

The Problem

Most organizations don't have a scaling problem. They have a systems problem.

Growth exposes the seams. The tools that carried you to twenty people quietly break at two hundred.

Where it breaks

Fragmented tools, held together by people.

Every function runs on its own software. The handoffs live in spreadsheets, email threads, and the memory of whoever has been there longest. Nothing talks to anything, so your people become the integration layer.

Why it compounds

Manual work doesn't scale. It accumulates.

As volume grows, the workarounds multiply. Errors slip through. Compliance gets harder to prove. The people doing the work spend their day moving data between systems instead of running the operation.

Our view

Organizations don't fail because of their people. They fail because their systems don't work.

What We Do

Forward deployed engineering: we build the system, then we run it.

Not a consultancy that hands you a slide deck. Not an agency that ships code and disappears. We embed, build, and stay accountable for how the system performs in production.

Embedded, not outsourced

Senior engineers, inside the work.

We sit with the people who do the job every day and map how work actually moves — not how the org chart says it should. The system we design fits the operation you already have.

Build and run

We own the outcome, not the hours.

We design the operating model, build the software and infrastructure underneath it, and keep operating the system after launch. One team, accountable end to end — no handoff to a vendor you've never met.

How It Works

Diagnose. Design. Build. Operate.

Sketch of a team mapping how work moves through their organization

01 · Diagnose

Learn how the work actually gets done.

We embed with your team and map the real workflow — the tools, the handoffs, the manual steps, the places where work waits. You get a clear picture of where the operation breaks and where a system moves the needle most.

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Sketch of an operating model being designed on a whiteboard

02 · Design

Design the operating model, not just the software.

Before we write code, we design how the operation should run: the workflow, the data, the controls, and the decisions the system needs to make. The software follows the operating model — never the other way around.

Sketch of an architect building a production system on-site

03 · Build

Build the system in production, in context.

We build the custom software, data, and workflow infrastructure the operation needs, and put it into real use as we go. Shipped in weeks, tested against the actual work — not a spec on a page.

Sketch of a live system running in production with monthly reporting

04 · Operate

Run it, and keep it running.

After launch we stay on as your operating partner — monitoring, evolving, and expanding the system as your operation changes. The system outlasts the people who built it, because we are still accountable for it.

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What We Build

One system, assembled from the infrastructure the work requires.

We use whatever the operation needs. AI is one capability among several — applied where it earns its place, never as the headline.

01Operational SystemsThe connective layer that runs a function end to end: workflows, roles, controls, and reporting in one place instead of scattered across ten tools.

02Custom SoftwarePurpose-built applications for the work your team actually does — not another off-the-shelf product you have to bend your operation to fit.

03AI & AutomationAgents, retrieval, and automation applied to specific, measurable jobs. A tool inside the system, held to real accuracy and audit standards.

04Data & Workflow InfrastructureThe pipelines, integrations, and single source of truth that let every part of the operation share the same reality.

05Decision SystemsReal-time visibility and controls that put the right information in front of the right person at the moment a decision gets made.

Why Revuity

Built by the people accountable for the result.

Agencies build and leave. Consultancies advise and leave. We design, build, and stay.

01Founder-led executionThe senior architect who scopes your engagement is the one who builds and runs it. We're not staffing a hundred-person bench — you get direct ownership from the person accountable for the result, not a name on an org chart.

02Senior engineers onlyNo layers, no relay, no learning on your budget. The people in the room have shipped production systems before.

03Systems thinkingWe design operating models, not feature lists. We solve the operation, not the ticket in front of it.

04Build + run accountabilityWe're on the hook for how the system performs after launch — not just whether it shipped on time.

05Regulated-environment depthAudit trails, controls, and compliance are designed in from the first line, because we've built where that isn't optional.

06A long-term operating partnerWe stay for years, not sprints, evolving the system as your operation grows and the work changes.

Industries

Built for operationally complex, regulated environments.

For organizations with enterprise-grade complexity but not enterprise scale: the 20-to-500-person operators too complex for off-the-shelf software and too lean to absorb a giant consulting engagement. The places where a broken workflow isn't an inconvenience — it's a compliance finding, a missed deadline, or a number that doesn't reconcile.

01Higher Education & Title IVFederal aid compliance, student operations, and the audit trails they demand.

02Healthcare & Clinical OperationsPatient workflow, intake, and documentation where accuracy is regulated.

03Financial ServicesControls, reconciliation, and reporting that has to hold up under scrutiny.

04Manufacturing & Supply ChainOrder, inventory, and shop-floor systems replacing fragile legacy ERP.

05Professional Services & AgenciesUtilization, delivery, and billing unified into one operating picture.

06Public Sector & GrantsProgram eligibility, funding, and reporting against strict federal requirements.

Case Studies

Systems in production. Outcomes you can measure.

Higher education · Title IV compliance

$2.7M

Revenue generated by an agentic compliance system across a $700M+ federal aid portfolio.

One of the first production agentic systems in regulated higher education — automating Title IV decisions and surfacing risk in real time, with a full audit trail at every step.

$700M+

Aid portfolio

End to end

Automation

Audit-ready

Every decision

Since 2024

In production