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AI Engineering Pods

The engineers behind Applivity's industrial AI - on your team.

Senior, AI-native product pods - architecture to deployment. Products on your infrastructure, integration with SAP, Oracle and RealWear, fast-track POCs and MVP teams - from the team whose own industrial AI runs in Gulf energy operations, built on an engineering record that includes US government systems.

Your pod● assembled for your build
Pod LeadOwns delivery, cadence & standardOwner
Senior EngineerSystem architectureArchitecture
Senior EngineerProduction AI & backendAI / Backend
Senior EngineerProduct & frontendFrontend
QA EngineerTest coverage & release gateQuality
DevOps EngineerAzure, CI/CD, observabilityPlatform
Weekly demo cadence · NDA-first
Why pods, not bodies

Senior product teams, under the product halo.

Product track record, not résumés

We ship systems. The portfolio is the interview - the industrial AI products we ship, not a stack of CVs.

AI-native by standard

Evidenced AI-assisted engineering with mandatory human review on every output - the working standard, not an experiment.

Accountable delivery

Pod lead, QA and DevOps included. One owner, one cadence, one standard - accountability you can point at.

Pod anatomy

One accountable team, wired to your product.

Applivity Pod
Pod LeadOne owner
Senior Engineers2-4, architecture to build
QARelease gate
DevOpsAzure & CI/CD
Your productarchitecture → production

Azure/SSO-integrated delivery · weekly demos · your tools or ours.

How we deliver

On your infrastructure, wired into your systems.

Your infrastructure

Cloud tenant of your choice or fully on-premises - governed by your security team, SSO and AD included.

Integration

SAP, Oracle or any backend - wired into the systems your operation already runs.

Customization

Built to your requirements and workflows - not the other way round.

RealWear implementation

Official implementation partner - dedicated RealWear teams and an in-house device lab.

We build what we sell

We ship our own products.

The same pod model ships Applivity's industrial AI to national energy operators, and built the citizen and GIS platforms behind our US local-government record. The team that ships production AI to demanding operators can build yours.

RealWear, computer vision and Azure - production, not prototypes.
You own the IP; we leave a team that already knows the system.
Official RealWear implementation partner - dedicated teams and an in-house device lab.
See what we've shipped
Applivity engineers in the field
Engineers working with RealWear on the plant floor
Engineering depth

Twenty years of systems where mistakes have consequences.

Industrial AI

Voice-driven field intelligence for national energy operators in the Gulf.

Government & GIS

Citizen portals, permitting, platting and GIS servers - 60K+ applications processed for US local government.

Commercial platforms

Two decades building and operating ecommerce platforms for good-size companies.

Immersive

An in-house AR/VR lab - RealWear assisted reality to Meta Quest training like VR Fire Training.

How we work - AI-native

AI accelerates the work. Engineers own it.

1

Requirements

We map scope with AI-assisted edge-case analysis - failure modes surface before a line is written.

2

Build

AI-accelerated engineering, human-reviewed - velocity without giving up judgment or code quality.

3

Test

AI-drafted, QA-validated coverage - broad test surfaces proposed fast, then verified by a QA engineer.

4

Ship

Documentation generated as we go - runbooks and handover written alongside the code, not after.

Every AI output is reviewed by a qualified engineer before it ships. You own the IP.

Proof

Trusted with consequential systems.

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Verified client rating on Clutch
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Years of regulated delivery
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Connected platform for every product
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Delivery locations, one standard

“The caliber of engineers Applivity has provided is like a breath of fresh air.”

Verified client review · Clutch 4.9/5
Engagement paths

Three ways to put a pod to work.

Product Build Pod

Zero to production

Take a system from architecture to production. A full pod owns the build end to end - you get a shipped product and a team that already knows how it works.

AI Enablement Pod

Production AI, in your platform

Bring production-grade AI into your existing platform - retrieval, vision or multilingual NLP - engineered to your data boundary and reviewed by people who ship it for a living.

Scale Pod

More velocity, same standard

Extend your team's velocity on an established codebase. Senior engineers integrate into your cadence and lift throughput without lowering the bar.

Have an AI use case?

Let’s make it real.

Bring the idea - we put a working proof in your hands, then a product in your users’.

1

Bring the use case

A working session with engineers - not sales. We map the workflow, the data and the win. NDA-first.

2

Fast-track POC

See it running in weeks - on real devices, against realistic data. Built by our dedicated POC team.

3

MVP to production

A dedicated MVP team ships the minimum viable app; a pod carries it to production. You own the IP.

Book a free consultation
30 minutes with engineering leadership - no sales queue, no commitment.
Next step

Talk to the people who build.

A 30-minute conversation with our engineering leadership - not a sales queue.