AI AUTOMATION SERVICES
Make your business run with less manual work.
I design connected AI and automation systems that help creative teams, organizations, and growing businesses streamline repetitive work, connect their tools, and operate more intelligently.
Lead intake & qualification
CRM & relationship management
Project & workflow operations
Content pipelines
Follow-up & communications
Dashboards & business intelligence
AI-assisted business processes
Tell me where the friction is.
I’ll review your current workflow and identify practical opportunities where automation could save time, reduce disconnection, or improve visibility.
Takes about 3 minutes • No obligation • Personalized review
WHAT I BUILD
AI systems that remove friction from how your business operates.
I design practical automation systems that connect your tools, reduce repetitive work, improve follow-up, and give you clearer visibility into what is happening across your business.
Workflow Automation
Turn repetitive multi-step processes into reliable automated workflows.
Content & Media Pipelines
Organize intake, processing, approvals, metadata, publishing, and content reuse.
CRM & Lead Systems
Capture, qualify, route, track, and follow up with leads automatically.
Dashboards & BI
Turn disconnected operational data into useful reporting and decision visibility.
AI-Assisted Operations
Use AI for classification, summarization, routing, research, drafting, and decision support while keeping human judgment where it matters.
System Orchestration
Connect the tools your organization already uses into one coherent workflow.
The goal is not automation for automation's sake. The goal is less friction, fewer dropped handoffs, and more time for the work humans should actually be doing.
HOW WE WORK
Start with the friction. Build only what earns its place.
We begin with the actual workflow, not the technology. Then we identify where automation creates useful leverage without removing necessary human judgment.
01 — DISCOVER
Identify the repetitive work, delays, errors, disconnected tools, and information gaps slowing the operation down.
02 — MAP
Document the current workflow, triggers, decisions, data, tools, people, and desired outcome.
03 — BUILD + TEST
Create the smallest useful automation, test edge cases, and verify that the system behaves reliably.
04 — DEPLOY + REFINE
Put the workflow into operation, monitor performance, document it, and improve it as real-world usage creates new evidence.
No giant transformation project required. We can start with one workflow that is costing you time right now.
SELECTED MTTRVRSE BUILDS
SYSTEMS IN PRACTICE
Before offering automation as a service, I built these systems inside my own creative and operating ecosystem. These are working examples of the kinds of connected systems I design.
MTTRVRSE LEAD + RELATIONSHIP OS
Problem: Leads can arrive through different forms, QR codes, bookings, campaigns, and conversations, making follow-up easy to lose.
System: Multi-source intake → identity resolution → lead qualification → CRM routing → offer journey → follow-up → reporting.
Value: Creates one operational path from initial interest to the next appropriate action.
MTTRVRSE EVENT OS
Problem: Live events create fragmented information across artists, venues, ticketing, promotion, production, attendance, settlement, media, and post-event learning.
System: Opportunity → concept → venue → program → acquisition → production → show day → settlement → intelligence → learning.
Value: Turns each event into both an experience and an evidence-producing operating system.
MEDIA + CONTENT INTELLIGENCE PIPELINE
Problem: Photo, video, and content libraries quickly become difficult to search, rank, reuse, and connect to campaigns.
System: Asset intake → metadata → semantic organization → quality review → ranking → rights/context checks → content selection.
Value: Makes a growing media library more searchable, reusable, and operationally useful.
AUTOMATION SHOULD BE MEASURABLE
WHAT GETS BETTER?
A workflow is not successful because it uses AI. It is successful because something about the operation measurably improves.
Response Time
How quickly does the next action happen after a trigger?
Manual Touches
How many repetitive human steps are required to complete the workflow?
Dropped Handoffs
How often does information or responsibility fall between tools or people?
Follow-Up Consistency
Does every qualified lead, request, task, or exception reliably receive the appropriate next action?
Operational Visibility
Can the team quickly understand what is happening without manually checking multiple systems?
Time to Decision
Does the system surface the right information quickly enough for a human to make a better decision?
BASELINE → AUTOMATE → OBSERVE → MEASURE → REFINE
If we cannot explain what should improve, we should not automate it yet.
Where is your business losing time right now?
Tell me about the process that feels repetitive, disconnected, slow, or unnecessarily manual. I’ll help determine whether automation is actually the right solution and what a useful first version could look like.
15-minute discovery call • No obligation • Start with one workflow
You do not need an AI strategy before reaching out. You just need a problem worth solving.