AI Advisory · Managed engagement
We build the system, then we stay.
We start by understanding where your work actually breaks, then design, build, and deploy the AI that addresses it. No oversized platform you do not need. Then we run, tune, and expand it every month. Fixed-scope build, measurable managed operations, 30-day exit.
What You Get
Not a chatbot shop. An engineering consultancy that delivers.
Strategic AI Roadmap
Not a slide deck, a concrete plan with use cases ranked by ROI, technical feasibility, and time to value.
Agentic Workflow Design
We architect multi-step AI agents that handle real business processes, approvals, routing, decisions, end to end.
Production-Grade Delivery
From proof of concept to production deployment. Monitoring, guardrails, and human-in-the-loop built in from day one.
How It Works
What AI advisory actually looks like.
Most AI advisory firms deliver a strategy deck. Revuity delivers production systems. Every engagement follows three phases from first call to go-live.
Step 01
Diagnose
We audit your current tools, workflows, and data gaps. Every engagement starts with a structured assessment of where AI creates leverage in your specific operation, not a generic roadmap copied from another client.
Step 02
Build
We design and build production AI systems: automation workflows, agentic pipelines, integrations with your existing CRM, ERP, and databases. No proof-of-concept pilots. Every build ends with something running in your environment.
Step 03
Deploy
Live in production with monitoring, guardrails, and human-in-the-loop checkpoints built in from day one. You leave the engagement with a running system, and documentation so your team can maintain it.
What We Do
End-to-end AI advisory, architecture, and engineering.
AI Strategy & Roadmapping
Identify the highest-impact AI opportunities in your business. We audit your workflows, data, and team, then build a phased plan to capture value.
Agentic Automation
Design and deploy autonomous AI agents that handle multi-step workflows, intake, triage, approval, escalation, with human oversight built in.
Workflow Engineering
Map, optimize, and automate your core business processes using LLM orchestration, tool-use chains, and event-driven architecture.
LLM Integration & Fine-Tuning
Integrate GPT, Claude, Gemini, or open-source models into your stack. Fine-tune on your domain data for accuracy that generic prompts can't match.
Data Pipeline & RAG Systems
Build retrieval-augmented generation pipelines that ground AI responses in your proprietary data, documents, databases, knowledge bases.
AI Product Development
From concept to shipped product, we design, build, and launch AI-powered applications that solve real problems and generate revenue.
Engagement · Diagnostic to managed
Fixed-scope build. Measurable managed operations.
Too many teams overspend on software that never fit the business. So we understand the need first. A paid diagnostic that credits toward the build, then a fixed-scope build sized to what you actually need, then managed operations that run and expand it every month.
Phase 01 · Diagnostic
AI opportunity diagnostic
$4,500
2 weeks · credited toward build
Fast and paid. You leave with a quantified roadmap whether or not you continue. It lowers the barrier to a first yes.
Phase 02 · Build and deploy
Agentic system build
$18K to $45K
Fixed scope
Named deliverables and a price you see before any code. We prove the model in your environment.
Phase 03 · Managed operations
Operate
$3,500/mo
Monitoring, uptime, maintenance, minor tuning, and a monthly outcomes report.
Optimize
$7,500/mo
Everything in Operate, one new workflow per quarter, continuous tuning, priority response, and a monthly capacity report.
Embedded
$15,000/mo
Everything in Optimize, fractional AI systems leadership across the full stack, and board-level reporting.
We bill for systems that work and the outcomes they produce, not for hours or availability. The diagnostic is credited toward your build. Managed operations are billed monthly, reported monthly, with a 30-day exit.
Use Cases
Real problems we solve. Real results we deliver.
Autonomous Support Agents
AI agents that triage tickets, resolve common issues, and escalate intelligently, reducing response time by 80%.
✓ 80% faster resolution
Intelligent Document Extraction
Extract, classify, and route data from invoices, contracts, and forms, eliminating hours of manual data entry.
✓ 90% less manual entry
Lead Qualification Agents
AI that scores, qualifies, and routes inbound leads, engaging prospects 24/7 with personalized responses.
✓ 3x qualified pipeline
Workflow Orchestration
Multi-step approval chains, compliance checks, and data routing, all handled by coordinated AI agents.
✓ 60% workflow automation
Enterprise RAG Systems
Chat with your company's SOPs, docs, and databases. Ground every AI response in your proprietary knowledge.
✓ Instant knowledge access
AI-Powered Features
Embed intelligence into your existing product, recommendations, predictions, content generation, and smart search.
✓ Ship AI features in weeks
Track Record
We don't just advise. We build and ship.
50+
AI Automations Deployed
6
Industries Served
3–6 wks
Avg. Time to Production
10x
Avg. ROI on Engagements
Who's behind the advisory?
Revuity Systems combines deep AI engineering with real-world product delivery. We've built agentic systems across entertainment, real estate, education, and SaaS, and we bring that operational experience to every engagement.
How It Works
From opportunity to production in weeks.
Discover
We audit your workflows, data landscape, and team capabilities to find the highest-ROI AI opportunities.
Know exactly where AI will create the most value.
Architect
We design the agentic system, tool chains, data flows, guardrails, and human-in-the-loop checkpoints.
A production-ready blueprint before any code is written.
Build
Rapid development in weekly sprints. Working agents you can test with real data every 7 days.
Tangible progress every single week.
Deploy & Optimize
We ship to production with monitoring, logging, and feedback loops, then optimize based on real usage.
Live AI that gets smarter over time.
Why Work With Us
We're not a Big Four deck factory. We're builders.
Most AI consultancies hand you a PDF and wish you luck. We design the system, write the code, deploy it to production, and stick around to optimize it. Advisory that actually ships.
AI engineers who ship, not consultants who write reports
Dedicated team embedded in your business context
Working prototypes in days, production systems in weeks
ROI-driven, every engagement tied to measurable outcomes
Is This Right For You?
We work best with companies ready to move.
✓ Good Fit
- You have workflows that are manual, repetitive, or error-prone
- You're ready to invest in AI that creates measurable ROI
- You want a partner who builds with you, not just advises
- You have data, even messy data, and want to unlock it
- You need ongoing AI and technology leadership, not just a project
✗ Not a Fit
- You want a chatbot slapped on your website
- You're looking for the cheapest option, not the best outcome
- You need a 200-page AI strategy deck for the board
- You're not ready to commit engineering resources to integration
AI Readiness Assessment
How ready is your business for AI?
Answer 6 quick questions to discover your AI readiness score and get personalized recommendations.
How would you describe your current AI maturity?
Ready to put AI to work?
Tell us about your challenge. If it's a fit, we'll schedule a strategy call within 48 hours.
Frequently Asked Questions
Everything you need to know before engaging.
Engagement & Pricing
Process & Delivery
Technical
Outcomes & ROI
Not sure where AI fits in your business?
Start with a free strategy call. We'll identify the highest-impact opportunity and give you an honest assessment, no sales pressure.