ERP · Data · Operations · AI

Carlos Treviño

Operations & Business Intelligence Advisor
Rio Grande Valley, Texas  ·  English / Español

A decade spent inside complex operations — connecting systems to decisions, fixing the reporting that wasn't working, and building the tools that made data finally useful. Now bringing that experience to businesses in South Texas and across the border.

Bilingual — English / Español Based in the RGV ERP Systems Power BI Operations Analytics PMP · CPIM · MBA
CT

Available for consulting engagements — June and July 2026. Selectively taking on projects in the Rio Grande Valley and South Texas. ERP transitions, operations reporting, BI implementation.

Languages
Fluent in English and Spanish
English Español
Serving businesses on both sides of the border — from the Rio Grande Valley — in the language that works best for your team.
What I do

From where the work happens to where decisions get made

I work at the intersection of operations, systems, and data. The challenge is the same across industries — you have the data, you have the systems, but the information isn't reaching the people who need it. That's where I come in.

01

ERP optimization & reporting

Make your existing system work the way your business actually operates. Fix configurations, build the reports you need, and resolve data problems quietly costing you accuracy.

02

Operations KPIs & dashboards

Real-time visibility into what matters most — built in Power BI and connected to the systems your team already uses. No more manual spreadsheets.

03

Financial & variance analysis

From the general ledger to the individual transaction — understand where variances originate and build the tools to keep them under control.

04

System selection & advisory

Evaluating a new platform? I guide requirements gathering, vendor evaluation, and selection — so you choose what fits your operation, not just the best demo.

05

Process automation & tools

Eliminate the workarounds, manual reports, and daily email routines. Build automated tools your team can own and sustain independently.

06

Training & knowledge transfer

I don't just fix it and leave. I train your people so they understand the system, own the process, and can continue building on what we start together.

Credentials

Certified. Proven. Accountable.

Industry certifications earned through rigorous examination — not just years in a seat.

MS BA & AI — In Progress
MS in Business Analytics and Artificial Intelligence
Advanced analytics and AI — machine learning, predictive modeling, data visualization, decision optimization, and applied AI for business. UTRGV, Expected 2027.
MBA
Master of Business Administration
Finance, operations, strategy, and data-driven decision making. Bridges technical systems work with executive business language. UTRGV.
MS Information Technology
Master of Science — Information Technology
Systems, infrastructure, data management, and technology strategy. Bridges operational experience with technical implementation. UTRGV.
BS Mech. Engineering
Bachelor of Science — Mechanical Engineering
Engineering foundation in systems thinking, quantitative analysis, manufacturing processes, and problem-solving methodology. UTPA.
PMP®
Project Management Professional
Validates ability to lead projects, manage teams, control budgets, and deliver results across industries and organizations.
CPIM
Certified in Production & Inventory Management
Premier certification for operations and supply chain. Deep knowledge of production planning, MRP, scheduling, inventory control, and ERP systems.
Additional certifications
CSSYB — Six Sigma Yellow Belt (ASQ) EIT — Engineer in Training (NCEES) ABCP — Business Continuity Professional (DRI)
Portfolio

Data-driven thinking across industries

Dashboards, case studies, and tools showing how operational data becomes clear business narrative — with real analysis and recommendations behind every result.

Live
Dashboard · Manufacturing

Production Operations

OEE, scrap analysis, downtime root cause, supplier performance — with full consultant narrative.

Live
Dashboard · Education

Academic Performance Analytics

Proficiency trends, attendance, graduation rates — turning district data into decisions.

Live
Dashboard · Financial Services

Community Bank Operations

Digital adoption, branch performance, loan pipeline, and platform transition analytics.

Live
Case Study · Manufacturing

MRP Implementation

Cross-functional project from zero to live — problem, approach, and outcome documented in full.

Live
Case Study · Finance & ERP

Fixing the Invisible Variance

A growing unexplained GL account traced to its source and resolved through ERP forensics.

Live
Case Study · Operations

Building Shop Floor Visibility

Replaced manual KPI emails with a real-time ERP-connected reporting system.

View full portfolio →
About

A decade inside complex operations — now working for you

I spent over a decade as the person organizations called when the systems weren't delivering — when the reports didn't match, when variances were unexplained, when leadership couldn't see what was actually happening in the business.

From the shop floor to the general ledger, from ERP evaluations to custom reporting tools, from production scheduling to cash flow modeling — I have done the work from the inside. I understand both the technical side and the business side because I've lived in both.

I hold an MBA, MS in Information Technology, BS in Mechanical Engineering, and am completing an MS in Business Analytics & AI — with certifications in project management, operations management, and Six Sigma.

Rooted in the Rio Grande Valley — focused on serving the businesses and communities of South Texas. Available for local and regional engagements, in English or Spanish.
10+
Years inside operations, ERP & data analytics
$100M
Scale of operations advised across US & Mexico
4
Degrees across engineering, IT, business, and AI
5+
Professional certifications in operations and project management
Connect

Let's talk about what your data can do

Start with a conversation

No pitch. No proposal before we've talked. Just an honest conversation about where your data and systems challenges are — and whether I can help.

Send a message

Edinburg, TX  ·  Rio Grande Valley
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