You will get AI Operations Dashboard & Executive Insights Setup
Project details
Most operations dashboards are built to display data — not to drive decisions. I build AI-powered operational intelligence systems using the Lean Prompting Framework (LPF): a methodology born from fusing Lean Six Sigma process discipline with Enterprise Architecture and applied AI.
Through the LPF's three-stage approach — DEFINE the operational gap, ENGINEER the right AI prompt architecture, REFINE outputs into leadership-ready insights — I deliver dashboards that don't just report what happened, but surface what to do next.
Background spans MES systems (MOBIS/LM), enterprise infrastructure, and cross-functional operations. If your team is drowning in data but starving for decisions, this is your engagement.
Through the LPF's three-stage approach — DEFINE the operational gap, ENGINEER the right AI prompt architecture, REFINE outputs into leadership-ready insights — I deliver dashboards that don't just report what happened, but surface what to do next.
Background spans MES systems (MOBIS/LM), enterprise infrastructure, and cross-functional operations. If your team is drowning in data but starving for decisions, this is your engagement.
AI Development Type
Recommendation SystemWhat's included
| Service Tiers |
Starter
$900
|
Standard
$1,400
|
Advanced
$2,400
|
|---|---|---|---|
| Delivery Time | 7 days | 10 days | 15 days |
Number of Revisions | 2 | 4 | 6 |
AI Model Integration | |||
Detailed Code Comments | - | - | - |
Knowledge Graph | - | - | - |
Model Documentation | |||
Ontology | - | - | - |
Source Code | - | - | - |
Taxonomy | - | - | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$300 - $900Frequently asked questions
About Tre
AI Workflow Automation Consultant | MCP, Agents & Business Systems
Montgomery, United States - 3:15 pm local time
I help agencies, consulting firms, and operations teams move from AI exploration to AI execution — building MCP servers, autonomous agents, and workflow automation systems that actually run in production.
Most teams have the vision. What they're missing is someone who can bridge the technical architecture and the business outcome. That's the gap I fill.
What I build:
✅ MCP server integrations — connect AI agents to live enterprise data (POS, ERP, workforce APIs)
✅ AI agent workflows — autonomous lead routing, intake processing, reporting, and client communication
✅ Business automation systems — eliminate manual bottlenecks across ops, sales, and delivery
✅ AI audits & roadmaps — identify your highest-ROI automation opportunities in one sprint
Why it's different working with me:
I'm not a prompt engineer or a no-code tool reseller. My background is systems engineering at Lockheed Martin (MES/ERP integration, $400M+ production programs) and founding One Cube Up, an AI consulting firm. I build systems that are maintainable, documented, and designed to scale — not shiny demos that break in week two.
Good fit if you are:
• An AI agency needing a technical implementation partner
• A consultant whose clients are asking for AI workflows they can't build internally
• An ops leader with manual processes that need to be automated at the system level
• A founder who needs to go from AI idea to deployed, working system
Ready to scope your project? Send a message and let's map out a 30-minute discovery call.
Steps for completing your project
After purchasing the project, send requirements so Tre can start the project.
Delivery time starts when Tre receives requirements from you.
Tre works on your project following the steps below.
Revisions may occur after the delivery date.
DEFINE | Operational Intelligence Audit
Map current reporting gaps, workflow bottlenecks, and KPI blind spots using LPF's DEFINE stage — clarifying the operational problem before engineering any solution.
ENGINEER | AI Prompt Architecture & KPI Framework
Apply LPF's R.C.T.C.E. method to engineer AI prompts that extract, structure, and surface the right metrics — turning raw operational data into decision-ready executive intelligence.