- Applied AI Engineering
AI that works inside the enterprise.
AI that works inside the enterprise.
We take on the AI problem your team hasn't been able to ship. Then we build it — inside your environment, on your data.
AI engineering for complex enterprises
Trusted across complex enterprise environments
What we do
From AI strategy to production systems
We identify high-value AI opportunities, architect the right solution, and build production systems inside your environment
AI Applications
AI applied to real enterprise problems
Examples of how we apply AI to complex data, workflows and decision processes
Intelligence Data Fusion
- Decision-ready intelligence
Decision Support
- Decision insights
Audience Intelligence
- Audience insights
Campaign Intelligence
- Performance insights
Patient Intelligence
- Structured clinical variables
Cohort Discovery
- Patient cohorts
How we work
From complex problems to production systems
We take ownership of high-value AI problems — from understanding the workflows, data, building, validating, and deploying systems inside your environment
Discover
We understand the workflow, data, constraints, and business objective. Together, we define what success needs to look like.
Architect
We design the AI approach, system architecture, data flows, and evaluation framework — based on what the problem actually requires.
Build & Validate
We build against real enterprise data, test performance, evaluate the system, and address security and reliability requirements.
Deploy & Evolve
We deploy into your environment and continue to improve the system based on real-world performance and feedback.
Have an AI problem your team hasn't been able to ship?
Industries
AI built for complex enterprises
Deep domain experience where data, workflows, and security requirements make AI harder to deploy
* From domain-specific AI to secure production systems, we work where enterprise complexity matters.
PROOF & CREDIBILITY
Proven results
Real results from real engagements. We measure success by outcomes, not activity.
potential
reduction
in manual research effort
faster
triage
AI-assisted data fusion and retrieval
audience
intelligence
Unified audience and campaign signals.
What clients say
Wes Wisham
“The team helped us move from AI experimentation to practical adoption, giving our people the tools, knowledge, and confidence to apply AI.”
Barry P
“They helped us take an AI use case from concept to practical deployment—connecting the business problem, the technology, and the people.”
Samir A.
“They took a complex data and AI challenge and turned it into a practical solution combining technical depth and understanding of the business.”
GET STARTED
Let's talk about the AI problem you need to ship
Tell us about the workflow, data, or AI challenge your team is trying to solve.
We’ll explore whether 38 Labs can help take it from idea to production.
A focused conversation to understand your workflow, constraints, data and objectives — and determine whether there is a viable path to production.
- Identify the problem and potential AI opportunity
- Understand your data and technical environment
- Discuss the right architecture and approach
Request an AI Diagnostic
Tell us what you’re trying to build, improve, or solve.
From our blog
Articles & insights
- Enterprise AI
- Private AI
- Private AI