Engineering · Analytics · AI · Digital Automation

Data, made decisive.

Powered Metrics turns scattered operational data into clear decisions. Analytics, optimization, and applied AI, built with engineering rigor. Based in Lake Charles, Louisiana, working with companies across the Gulf Coast and beyond.

The problem

You have plenty of data. Not enough answers.

We connect what you already run, do the analysis, and show our work. Clear answers you can check, from the data you already have.

How it works

The AI proposes. Code executes. You own the result.

One rule runs through everything we build. It takes four steps, and every step leaves a receipt.

CONNECT
One set of numbers.

We wire together the tools you already run. No rip-and-replace, no retraining your staff. Your data lands in one place, reconciled, with every figure traceable to its source.

PROPOSE
The AI drafts the work.

Analyses, reports, follow-ups, schedules, ad drafts. Fast and tireless, and never trusted on its own: a proposal is all it can produce.

APPROVE
A person decides.

Every action that spends money, goes public, or changes data stops at a gate and waits for a named human's yes. That gate has held through live incidents with zero unapproved executions.

RECORD
The ledger keeps score.

Every proposal, decision, and executed action lands on a hash-chained, tamper-evident record. Next quarter, you can prove what happened and why.

The engine

Powered by Polygon.

Polygon™ is our platform: the machinery behind every engagement. An AI core generates the proposals. Deterministic, tested code does the execution, the same inputs producing the same outputs every time. A human approval gate sits between the two, and a hash-chained ledger sits under all of it.

It is how a small firm of engineers delivers work with the depth of a large team and a paper trail a large team rarely produces.

See how Polygon™ works →

See it work on a live example →

PROPOSEDAI drafts, nothing more
APPROVEDa named person, every time
RECORDEDon a tamper-evident chain
Who we work with

Local businesses first. Industrial discipline always.

Owner-operated businesses first: med spas, hotels, restaurants, and service businesses across Southwest Louisiana, sized and priced for a business your size, and you own what we build. And industrial operations: refining, petrochemical, and LNG organizations weighing AI adoption against governance, served by practicing engineers from this industry. Seven service lines cover the work; most engagements combine two or three.

01

Data Foundations

The infrastructure that brings scattered information into one trustworthy place: ingestion, storage, and quality.

AWS · S3DuckDB · Postgres
02

Data Strategy

An assessment of current infrastructure and a phased plan for the warehouse, pipeline, and governance suited to your scale.

Snowflake · RedshiftArchitecture
03

Analytical Engineering

Custom dashboards, KPI frameworks, and analytical models built in Power BI, Python, or your existing stack.

Power BI · PythonStreamlit
04

Optimization & Decision Modeling

LP and MILP for scheduling, blending, and allocation. Dynamic simulation for process behavior and analysis.

Pyomo · GurobiOR-Tools
05

AI Integration

Our Polygon™ engine and applied machine learning, embedded into real workflows: document understanding, decision support, and analysis at a pace a manual team cannot match.

AWS BedrockAnthropic · OpenAI
06

Proprietary Data Products

Curated, enriched datasets and reusable analytical products built around your data and the external signals that sharpen it.

CuratedEnriched
07

Embedded Analytics Teams

Not ready to staff an analytics function in-house? We operate as one, accountable to defined outcomes on a retainer basis.

RetainerOutcome-based
Explore all seven service lines
How engagements begin

Start with Discovery. Leave with the receipts either way.

Every engagement opens with a focused, paid Discovery: a bounded diagnostic that defines the decision you need to make, the data you have, and the constraints you live with. You get the findings and the proposal in writing, documented well enough to act on with or without us. What follows depends on how far along your data already is.

ANALYZE
Your data is ready

You already have solid data. We step straight in, run our process, and surface the answers that are sitting in it.

BUILD
Your data needs building

The data isn't there yet, or isn't usable. We design and build the collection, pipelines, and foundation, then analyze.

INTEGRATE
Into your systems

The work lives inside your environment. We integrate our models and tooling directly into the systems you already run.

100%
of actions human-approved before execution
0
unapproved executions through live incidents
1
tamper-evident ledger under everything we run

Bring skepticism. We brought receipts.

The first call is 30 minutes. No deck and no pressure: you describe where your numbers feel blurry, we show you our own live ledger, and we tell you honestly whether we can help. If we are not a fit, we will say so on the call.

Book a 30-minute fit call