How StottifAI works, in plain terms.

No one else selling AI to your business tells you what's actually running under the hood, who owns it, or where your data goes. Here's the straight answer, and how an engagement actually runs.

The Architecture

Built on GM: our own model, trained in-house.

Every case study on this site is proof we can build for someone else. GM is proof we built for ourselves first. It's the local-first AI workspace at the core of StottifAI: a model and memory system we designed, trained, and now run on hardware we control, not rented from someone else's cloud.

That means the models, the memory, and the working context stay private and portable: yours on the hardware where they live, and yours again from a phone or laptop when you're away from it. No dependency on a third-party API for core use, and no bill that scales with every token your team generates.

GM already powers internal workflows and is the foundation CryptoifAI was built on, and it's now ready for client-facing engagements.

From "maybe AI could help" to something your team keeps using.

The same sequence behind every build on this site, condensed to what a business actually needs to know before starting.

01

Assessment

We map your operation and tell you honestly where AI creates real value, and where it doesn't. No sale happens before this step.

02

Roadmap

A sequenced plan tied to a metric you already track, with budget, resourcing, and risk mapped out before anything gets built.

03

Proof of Concept

A working prototype you can test in your own environment, with clear go/no-go criteria before we scale it further.

04

Build

Full application development, integrated with automation and AI where it earns its place, cloud-native or local depending on what your data requires.

05

Local Deployment (if needed)

For data-sensitive work, we deploy local models and generative pipelines on hardware you control, the same architecture GM runs on.

06

Adoption & Tracking

We stay through integration, train your team, and track performance so the investment is measurable, not theoretical.

An R&D studio that builds first, then brings it to your business.

StottifAI is an independent research and development studio exploring how AI, automation, and modern technology solve real business problems. It's the AI venture of Stottly Enterprises, built on the same discipline behind every consulting engagement: understand the actual problem before touching the technology.

Privacy and cost control aren't afterthoughts here.

Most AI vendors sell you a subscription to their model, running on their infrastructure, with your data passing through their systems. StottifAI's local-first architecture, proven on GM and CryptoifAI, means the business case doesn't erode as usage grows, and sensitive data doesn't have to leave hardware you control.

See it in the case studies →

Ready to see where this fits your business?

Start with the assessment. We'll tell you honestly if AI is worth it yet.

Get an AI Opportunity Assessment