Data Engineering · AWS · AI Agents

Data systems and AI agents, built to run in production.

All Things Data is a practical, execution-focused data and cloud consulting firm. We help organizations turn raw data into business intelligence and operational advantage — and we ship the systems that make it work.

We are
An execution-focused partner
We are not
A strategy-only consultancy
Outcome
Efficiency · Cost · Profit
Positioning

More than strategy. We build systems that actually work in production.

Slideware is cheap. Working systems are not. We're a hands-on data and cloud partner for companies that need their data infrastructure, pipelines, and AI agents running reliably — not described in a deck.

What we do
  • Build production data systems
  • Ship AI agents that operate
  • Stand up cloud infrastructure
  • Automate the work that scales
What we're not
  • BI report shop
  • Dashboard factory
  • Strategy-only consultancy
  • Slideware vendor
Core capabilities

Four practices that ship together.

01

Data Engineering & Architecture

High-performance, multi-database environments designed to scale.

  • Multi-database environments (SQL Server, MySQL, PostgreSQL)
  • Data modeling and schema design
  • Performance tuning and query optimization
02

AWS Cloud Solutions

Serverless-first architectures, designed for cost and scale from day one.

  • Serverless architectures (Lambda, EventBridge, SNS)
  • Data pipelines and analytics platforms
  • Cost optimization and scalability design
03

AI & Advanced Analytics

Practical AI: agents and knowledge systems that move the metric, not the demo.

  • Knowledge bases allow your Team to ask questions using natural language instead of complicated query language.
  • AI agents for automation and decision support
  • Data-driven application development
04

Automation & Operational Efficiency

Event-driven systems that run themselves and free your team for higher-value work.

  • Event-driven workflows
  • Query execution frameworks
  • Secure, governed data access patterns
In production

Real-world impact.

Case study · Fraud analytics engine

Fraud analytics across 20+ databases.

A fraud analytics engine that processes data across more than twenty databases, built on event-driven AWS services and Python pipelines. It delivers dynamic filtering and real-time insights to operational teams, with integrated alerting and reporting baked in.

AWS Lambda EventBridge SNS Python SQL
20+
Databases
Real-time
Insights
Event-driven
Architecture
24/7
Alerting & reporting
Where we work

Domains we know how to navigate.

We've worked across regulated and ambiguous environments. Same playbook, different schemas.

01 /

PHI data

We have worked in systems that have PHI and other highly protected data that requires a security first mindset.

02 /

Internal company data

Sales, finance, ops, HR — pipelines and agents that span systems instead of forcing a person to.

03 /

Client data

Multi-tenant systems that respect access boundaries and deliver answers your customers can self-serve.

How we work

Engagements that look like a partnership, not a project. If you are looking for quick 2-week turnarounds then we are not the partner for you.

  1. Step 01

    Discover

    We work with your team to find the friction points where new infrastructure or AI agents move the needle on cost, efficiency, or revenue — not where they look impressive.

  2. Step 02

    Build infrastructure

    We design and stand up the data, cloud, and agent infrastructure your use case needs. AWS-native, your stack, your governance model.

  3. Step 03

    Partner, don't hand off

    Systems are deployed alongside the people doing the work. We work across departments to help remove silos and increase insights.

  4. Step 04

    Measure outcomes

    Efficiency gained, cost saved, profit captured. We tie the work back to the metric that mattered before we started.

About

All Things Data, LLC.

A data and cloud development firm focused on helping organizations transform raw data into business intelligence and operational advantage.

We're a practical, execution-focused partner for companies that need more than strategy — they need systems that actually work in production. Data engineering, AWS architecture, AI agents, and the automation that ties it all together.

Next step

Tell us about your data. We'll tell you what's possible.

30-minute discovery call. No deck, no pitch — a working conversation about where AI agents or new data infrastructure could move the metric you care about.