AI Integration & Acceleration
We build and deploy custom AI systems that compress months of work into days. Not pilots. Not proofs of concept. Production systems delivering measurable results — right now, on real client engagements.
The Problem
of AI projects never make it past the pilot stage into production
average cost of a failed AI pilot — wasted budget, wasted time, wasted trust
average timeline for enterprise AI deployment — if it ships at all
The gap between AI ambition and AI execution is enormous. Companies buy tools, hire consultants, attend conferences — and still can't get from "interesting demo" to "deployed system that saves us money." That's exactly where we live.
Capabilities
Full-stack AI integration — from strategy through production deployment. No handoffs, no gaps.
We assess where AI will actually move the needle in your business — not where it sounds impressive in a board deck. Then we build it, deploy it, and prove it works.
Multi-agent orchestration trained on your domain, your data, your processes. Agents that autonomously triage, resolve, and close complex work items in parallel — one system resolved 10 JIRA tickets simultaneously during a high-volume support surge. Not chatbots. Autonomous workers.
Unified integration fabric connecting systems that were never designed to talk to each other — Dropbox, JIRA, Gmail, Outlook, Teams, EHRs, Snowflake, SQL Server. Email-to-database pipelines with automated reporting. Full environment-gated migration from dev through UAT to production with zero manual handoffs.
Power BI, SSRS, custom dashboards — built 10-90x faster with AI-accelerated development. Visual data lineage mapping for complex bidirectional interfaces. Complete with documentation, annotated walkthroughs, and server deployment. Production-ready on delivery.
RPA was the appetizer. AI-powered desktop automation, web application orchestration, and conversational AI surfaces embedded in Teams and Android — deployed where work already happens. Increase bandwidth, not headcount.
Production-grade container orchestration with policy-enforced network isolation — eight-service Docker swarms with integrated VPN, Proxmox virtualization, and hardware-aware applications tuned to CPU topology and I/O bandwidth that delivered a 27x throughput improvement on large-scale extraction operations.
Results
Real engagements. Real metrics. Not projections — outcomes.
An energy client's internal reporting group estimated 18 business days to build 8 financial risk management reports. Our AI-assisted development pipeline delivered all 8 — including full documentation with annotated walkthroughs and screenshots, plus Power BI Server deployment — in under 2 hours.
EHR extraction, conversion, and transformation across multiple systems that were never designed to communicate. SQL Server, Snowflake, and custom transformation pipelines — bridging the gap between clinical data, financial reporting, and operational analytics across 25+ hospital/physician systems.
Built and deployed AI tools and techniques for a major energy credit client — physicians and hospitals weren't the only ones who needed their data working harder. Custom AI pipelines drove massive gains in credit identification, processing accuracy, and revenue recovery.
The Difference
Traditional consulting firms bill by the hour because that's how they make money — the longer it takes, the more they earn. We built AI systems that make us faster because we'd rather impress you than invoice you.
Our proprietary toolkit includes dozens of purpose-built AI agents, 700+ domain knowledge files, and automated pipelines spanning JIRA orchestration, Power BI deployment, Outlook-to-database ingestion, Teams bots, full dev-to-production migration, and visual data lineage mapping. These aren't experimental tools. They're running in production on live engagements right now.
When you hire Revelliance, you're not getting a consultant with a laptop and a Gantt chart. You're getting an intelligence-augmented team that delivers enterprise-grade results at a fraction of the time and cost.
6-month engagement. 4-person team. Endless discovery phases. Deliverables that look great in PowerPoint and collect dust in SharePoint.
Production deployment in weeks, not months. AI agents handle the repetitive work. You get enterprise output with startup speed. And you can actually use the deliverables.
Our Approach
No 6-month discovery phase. No death by PowerPoint. A focused process designed to get AI working in your business — fast.
We map your processes, data landscape, and pain points. We find where AI will create real ROI — not where it'll look good on a slide.
Design the integration: data pipelines, AI agent configurations, automation workflows, and infrastructure. Clear scope. Clear deliverables. Clear timeline.
Deploy AI agents, build pipelines, configure integrations. Our toolkit compresses what normally takes months into weeks. You see results while others are still in committee.
Train your team. Transfer knowledge. Expand what's working to new departments, new processes, new revenue streams. You own the outcome.
Industries
Physician groups & hospital systems. EHR integration, revenue cycle, HIPAA-compliant analytics, clinical data pipelines.
Energy credit markets. AI-driven credit identification, processing automation, and revenue recovery systems.
Help your own firm work smarter. AI agent integration, automated deliverable generation, and productivity multiplication for consulting teams.
Any organization ready to move past AI demos and into AI deployment. Data integration, process automation, and intelligence at scale.
Leadership
Founder & CEO
30+ years in technology. 13 years as CIO managing IT across 25+ hospital/physician systems with $3B+ in accounts receivable. Dozens of AI projects built and deployed across healthcare, energy, and enterprise.
Not a "thought leader" who writes whitepapers about AI. A builder who deploys production AI systems on real client engagements — then measures whether they actually worked. The kind of person who builds dozens of custom AI agents because waiting for someone else to solve the problem was taking too long.
Deep technical fluency across the full stack: container orchestration, virtualization, hardware-optimized applications, AI-enhanced document recognition, cross-platform integration (EHR, Snowflake, SQL, Dropbox, JIRA, Teams, Gmail, Outlook), AI-assisted reporting, and infrastructure architecture. Built a system that improved extraction speeds by 27x by tuning thread allocation and I/O routing to physical hardware. The rare combination of someone who can talk to the C-suite and then go build the thing.
"The difference between hiring a consulting firm that sends bodies and hiring one that sends intelligence — that's the gap we exploit. Every. Single. Engagement."
Technologies We Deploy
Let's Talk
Book a free AI strategy call. We'll assess where AI can create real impact in your business — and show you what deployment actually looks like.
Houston, TX | Serving organizations nationwide