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Practical, plain-language articles on data, SAP, AI, commerce and creative. Filter by topic.

What a U.S.-Led, Nearshore-Backed Team Means in Practice
CompanySep 29, 20264 min read

What a U.S.-Led, Nearshore-Backed Team Means in Practice

Time zones, contracting, quality and communication: how a U.S. front door backed by affiliate companies in Lima and San Jose actually works day to day.

Product Data Quality for AI Search and Shopping Surfaces
SEO & AI searchAug 12, 20264 min read

Product Data Quality for AI Search and Shopping Surfaces

AI search and shopping surfaces read your catalog before they read your copy. A practical guide to attributes, identifiers, feeds and consistency.

Social Media Reporting That Finance Respects
Brand & creativeJul 8, 20264 min read

Social Media Reporting That Finance Respects

Likes and reach do not survive a budget meeting. Here is how to tie social activity to outcomes finance can check, without overclaiming.

A Data Team Roadmap for the First 12 Months
Data & lakehouseJun 10, 20264 min read

A Data Team Roadmap for the First 12 Months

Which roles to add first, what to build in what order, and when to hire versus partner, so a new data team earns trust before it asks for more budget.

Choosing a Nearshore Delivery Partner: What to Ask, Test and Avoid
CompanyMay 13, 20264 min read

Choosing a Nearshore Delivery Partner: What to Ask, Test and Avoid

A practical way to evaluate nearshore partners: the questions that matter, a small paid test, and the red flags worth walking away from.

Consent Mode and Measurement in a Privacy-Limited World
AnalyticsApr 8, 20264 min read

Consent Mode and Measurement in a Privacy-Limited World

Consent banners shrink your data. Here is how consent mode, modeling and first-party setups keep reporting honest without crossing privacy lines.

Three Safe Places to Start with AI Agents in Finance Operations
AI & automationMar 11, 20264 min read

Three Safe Places to Start with AI Agents in Finance Operations

Finance teams are cautious for good reason. These three starting points keep a human in control while still removing real manual work.

E-commerce and ERP Sync: Keeping Stock, Price and Order Data Consistent
E-commerceFeb 11, 20264 min read

E-commerce and ERP Sync: Keeping Stock, Price and Order Data Consistent

Overselling, wrong prices and orders stuck in limbo usually trace back to the sync between store and ERP. Here is how to design it for integrity.

Writing Content That Gets Cited by Readers and Answer Engines
SEO & AI searchJan 14, 20264 min read

Writing Content That Gets Cited by Readers and Answer Engines

Content that answers clearly, shows its sources and stays current earns citations from people and AI search alike. Here is a practical writing approach.

Migrating SAP Business One to HANA: A Risk Checklist
SAPDec 10, 20254 min read

Migrating SAP Business One to HANA: A Risk Checklist

Moving Business One to the HANA database is more than a technical swap. Use this checklist to find the risks before they find your go-live.

How to Evaluate an AI Pilot: Baselines, Success Metrics and Stop Rules
AI & automationNov 12, 20254 min read

How to Evaluate an AI Pilot: Baselines, Success Metrics and Stop Rules

Many AI pilots end with a demo and a shrug. Set the baseline, the metric and the stop rule before you start, and the verdict writes itself.

From Dashboards to Decisions: Metrics and Reviews People Actually Use
AnalyticsOct 8, 20254 min read

From Dashboards to Decisions: Metrics and Reviews People Actually Use

Most dashboards get built, admired and ignored. Here is how to design metrics and review meetings that change what a team does next.

Connecting Brand, Performance Media and CRM in One Campaign
Brand & creativeSep 10, 20255 min read

Connecting Brand, Performance Media and CRM in One Campaign

Brand, paid media and CRM often run as three separate plans. Here is how to make them work as one campaign with a shared audience, message and measurement.

FinOps for the Lakehouse: Keeping Cloud Costs Predictable
Data & lakehouseAug 13, 20255 min read

FinOps for the Lakehouse: Keeping Cloud Costs Predictable

A lakehouse bill can surprise you in month three. Storage tiers, compute scheduling, tagging and budgets keep it predictable without slowing the team.

Attribution Without the Mythology: A Pragmatic BigQuery Approach
AnalyticsJul 9, 20255 min read

Attribution Without the Mythology: A Pragmatic BigQuery Approach

No attribution model reveals the single true cause of a sale. A transparent BigQuery approach can still guide budget decisions, if you respect its limits.

Guardrails for AI on Company Data: Access, Logging, Evaluation and Review
AI & automationJun 11, 20255 min read

Guardrails for AI on Company Data: Access, Logging, Evaluation and Review

Connecting an AI assistant to company data is easy. Doing it safely takes five controls worth putting in place before the pilot expands.

What a Good Creative Brief Contains, With a Fill-In Structure
Brand & creativeMay 14, 20255 min read

What a Good Creative Brief Contains, With a Fill-In Structure

Vague briefs produce vague work and three rounds of revisions. Here is a structure you can copy, with what each section is really for.

SAP Analytics Cloud, Power BI or Tableau for SAP Data: How to Choose
SAPApr 9, 20255 min read

SAP Analytics Cloud, Power BI or Tableau for SAP Data: How to Choose

Your SAP data needs a front end, and three tools all claim to be the right one. Here are the criteria that actually decide it.

A GEO and AEO Starter Plan: Schema, llms.txt and Answer-Shaped Content
SEO & AI searchMar 12, 20254 min read

A GEO and AEO Starter Plan: Schema, llms.txt and Answer-Shaped Content

Answer engines and AI assistants change how people find you. A starter plan covering crawler access, schema markup, llms.txt and content structure.

AI Agents vs Chatbots for ERP Work
AI & automationFeb 12, 20254 min read

AI Agents vs Chatbots for ERP Work

Chatbots answer questions; agents take steps. Here is where agents earn their keep in ERP workflows and where a simpler tool is the better call.

Data Governance People Actually Follow
Data & lakehouseJan 15, 20254 min read

Data Governance People Actually Follow

Governance fails when it is a binder nobody reads. Start with ownership, a few clear rules and habits built into daily work.

A Ten-Point Year-End Analytics Audit
AnalyticsDec 11, 20244 min read

A Ten-Point Year-End Analytics Audit

Ten checks to run before the year closes, so next year's reports start from data you can trust.

E-commerce Peak-Season Readiness Checklist
E-commerceNov 6, 20244 min read

E-commerce Peak-Season Readiness Checklist

A practical checklist covering performance, stock sync, support, fraud and reporting, so peak weeks stay boring in the best way.

Marketplace Selling: When It Pays Off and When It Drains Margin
E-commerceOct 9, 20244 min read

Marketplace Selling: When It Pays Off and When It Drains Margin

Marketplaces bring demand you cannot buy elsewhere, but fees and lost customer data can erase the gain. Here is how to decide.

A Data-Quality Test Suite You Can Ship in a Week
Data & lakehouseSep 11, 20244 min read

A Data-Quality Test Suite You Can Ship in a Week

You do not need a big program to catch bad data early. Five kinds of checks, applied to your most important tables, cover most surprises.

Server-Side Tagging Explained for Marketers
AnalyticsAug 7, 20244 min read

Server-Side Tagging Explained for Marketers

Server-side tagging moves part of your measurement off the visitor's browser. What it is, what it genuinely improves, and what it will not fix.

Extracting SAP Data Without Hurting Production
SAPJul 10, 20244 min read

Extracting SAP Data Without Hurting Production

Analytics teams need SAP data, and SAP teams need their system to stay fast. Patterns for delta loads, scheduling and access that keep both happy.

SEO After AI Overviews: What Still Works and What to Change
SEO & AI searchJun 12, 20244 min read

SEO After AI Overviews: What Still Works and What to Change

AI-generated summaries now appear above some results. Here is what to keep doing, what to rethink, and how to measure honestly while behavior shifts.

Why Two Dashboards Show Different Revenue
Data & lakehouseMay 8, 20244 min read

Why Two Dashboards Show Different Revenue

When finance and marketing report different revenue, the data is rarely wrong. The definitions are. A semantic layer puts them in one place.

A Brand Identity System That Survives Every Channel
Brand & creativeApr 10, 20244 min read

A Brand Identity System That Survives Every Channel

Logos and palettes are not enough. Tokens, templates and light governance keep a brand consistent from a website to a story ad to a sales deck.

VTEX or a Custom Commerce Build: A Total-Cost-of-Ownership View
E-commerceMar 13, 20245 min read

VTEX or a Custom Commerce Build: A Total-Cost-of-Ownership View

License fees are only one line in the cost of a commerce platform. Here is how to compare a managed platform such as VTEX with a custom build.

The First 90 Days of a Data Lake: What to Build and What to Skip
Data & lakehouseFeb 7, 20244 min read

The First 90 Days of a Data Lake: What to Build and What to Skip

A data lake project can drift for a year or deliver value in a quarter. Here is a 90-day sequence that favors the second outcome.

Seven Measurement Questions to Ask in January After a Retail Peak Season
AnalyticsJan 10, 20244 min read

Seven Measurement Questions to Ask in January After a Retail Peak Season

The holiday rush is over and the data is fresh. These seven questions turn it into decisions for the year ahead.

SAP Business One or S/4HANA: A Decision Guide for Mid-Market Companies
SAPDec 6, 20234 min read

SAP Business One or S/4HANA: A Decision Guide for Mid-Market Companies

Both are SAP products, but they suit different companies. Use these five lenses to decide which one matches your size, complexity and team.

Lakehouse or Data Warehouse: How to Choose Without the Buzzwords
Data & lakehouseNov 8, 20234 min read

Lakehouse or Data Warehouse: How to Choose Without the Buzzwords

Both architectures can serve analytics well. Here are the questions that tell you which one fits your data, your team and your budget.

A Practical GA4 Cleanup Checklist After the Universal Analytics Shutdown
AnalyticsOct 5, 20234 min read

A Practical GA4 Cleanup Checklist After the Universal Analytics Shutdown

Universal Analytics stopped processing data in 2023. Here is how to clean up a rushed GA4 setup so your reports can be trusted.

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