SERVICES

Three practice areas. Each one led by people who actually do the work.

Below is the full breakdown of what we deliver in each area, including a candid section on "when we're the right fit" for each. If your problem doesn't map cleanly, just tell us — we'll be honest about whether we're the right shop.

01 / DATA

Data Engineering & Analytics

Get your business operating from a single, trustworthy source of truth — without an enterprise budget.

DELIVERABLES

→ ELT pipelines (Airbyte, Fivetran, custom)
→ Cloud data warehouse setup (Postgres, BigQuery, Snowflake)
→ Data modeling with dbt
→ BI dashboards (Metabase, Looker Studio, Power BI)
→ Reverse-ETL into operational systems
→ Data quality monitoring

WE'RE A GOOD FIT IF

You have data in several SaaS tools and a vague sense of what your numbers are.
Your reporting today is a Google Sheet someone refreshes manually.
You want to onboard a real analyst but they need infrastructure first.

02 / AI

AI & ML Consulting

Production-grade LLM features for real workflows. We focus on evaluation and reliability — not demos that look great until a customer touches them.

DELIVERABLES

→ LLM integrations (OpenAI, Anthropic, open-weight models)
→ Retrieval-augmented generation (RAG) over your documents
→ Prompt and eval harnesses
→ Agentic workflows with proper observability
→ Document understanding & extraction
→ Internal AI tooling for your team

WE'RE A GOOD FIT IF

You have a hypothesis about where AI helps your operation, but no in-house ML team.
You've tried wiring up GPT directly and ran into hallucination or reliability issues.
You want measurable outcomes, not a pilot that lives on a slide.

03 / BUILD

Custom Software Development

Web apps, internal tools, and integrations built to fit how your business actually operates — not a SaaS that almost works for you.

DELIVERABLES

→ Internal admin tools and operator dashboards
→ Customer-facing web applications
→ API integrations between business systems
→ Workflow automation (Zapier-replacement at scale)
→ TypeScript, React, Astro, Next.js
→ Serverless deployments (Vercel, AWS, Cloudflare)

WE'RE A GOOD FIT IF

Off-the-shelf SaaS doesn't quite fit and you're Frankensteining spreadsheets to make it work.
You need a small focused product built and shipped, not a year-long engagement.
You want to own the code at the end, not lease it.

04 / TRAIN · IN DEVELOPMENT

AI Training & Literacy

Bring real AI fluency to your whole team — not just the engineers. Built on the AI for Common Folks curriculum we publish publicly at aiforcommonfolks.com, then adapted for the specific shape of your organization.

DELIVERABLES

→ Half-day & full-day team workshops
→ Multi-week cohort programs for leadership and operators
→ Hands-on labs (prompting, RAG, evaluation, agentic workflows)
→ Custom curriculum for your industry and tools
→ Take-home playbooks and reference materials
→ Optional executive briefings

WE'RE A GOOD FIT IF

Your team is using ChatGPT ad-hoc and you want structured AI literacy across the org.
You want non-engineers to understand what AI can — and can't — actually do for your business.
You're a North Texas business that prefers working with a local team.

Not sure which one applies?

Send us a short note describing the problem in plain English. We'll either propose a scope or tell you we're not the right shop — and we'll usually point you somewhere better.

Describe your problem