Custom AI Solutions

Most MSPs are running scared from AI.
We built our own platform.

JPtheGeek is the IT company that built The One Stack — our own software platform — with a private AI named THEO running through it. We deploy custom AI for businesses every week: voice agents, workflow automation, custom GPTs. The platform is ours. The capability is yours. Headquartered in Indiana, serving teams across the US.

18 hrs
Saved per dept/wk
$80K+
Avg annual savings
Weeks
To deploy
Private
Your data stays yours
The Problem

Everyone's talking about AI.
Almost nobody is helping you actually use it.

Walk into any IT shop in 2026 and ask about AI. You'll get a polished pitch. Almost all of it is theater. Here's what's actually happening underneath.

"We use AI" usually means a vendor logo.

Most providers are reselling third-party AI tools — same features every other reseller has. That's not differentiation. It's certainly not a moat.

Generic AI leaks your data.

Public ChatGPT and default Copilot are NOT safe for regulated business data. Yet employees paste sensitive info into them daily. Without governance, that's a real exposure.

"AI strategy" without execution.

Most AI consultants will run you through a $50,000 strategy engagement and leave you with a deck. We've seen the decks. They don't deploy themselves.

Hype-cycle paralysis.

You're hearing buzzwords. Your competitors are quietly automating. The gap is widening every month you wait. Most businesses we work with started AI 12-24 months later than they should have.

How we're different

We didn't buy a chatbot.
We built The One Stack.

JPtheGeek is one of very few MSPs in the country that built its own software platform with private AI baked in. Not because we wanted to brag. Because the alternative wasn't safe enough, fast enough, or flexible enough for our clients.

The One Stack — with THEO inside.

Our platform runs on Microsoft Azure or AWS, isolated to each customer's organization. THEO is the AI baked into it — data never trains a public model. HIPAA-ready, audit-logged, role-based access. We use The One Stack to run JPtheGeek every day. Now we deploy it for you.

Real outcomes, real numbers.

Average client saves 18 hours per department per week. $80K+ annual savings on a 10–50 person team. 35–50% more closed deals on AI-augmented sales. We measure before, during, and after. If it doesn't deliver, we don't deploy it.

Weeks to deploy, not months.

Our standard pattern: scoping in week 1, integration in weeks 2-4, validation in week 5, full production in weeks 6-8. Most consultancies take 6 months to deliver what we deliver in 6 weeks.

What we deploy

Real AI use cases.
For real businesses.

Not generic "AI capability." Specific deployments that solve specific problems and deliver measurable ROI.

AI Voice Agents

Answer calls, schedule appointments, qualify leads, handle FAQs 24/7 — without adding headcount. Real callers, real conversations, real results. Saves 5+ hours per week per customer-facing employee.

Workflow Automation

Connect your apps, eliminate manual steps. Invoice processing from 20 minutes to under 60 seconds. Sales pipeline lead-scoring + outreach drafting. Most businesses save $40,000-$80,000 per year per workflow.

Custom GPTs & Chatbots

AI assistants trained on your business — for your website, internal ops, customer service, or sales. Built by us, owned by you. 5 custom GPTs per year on the Accelerate program.

Document Intelligence

Extract clauses, flag risks, generate plain-English summaries. Cuts contract and document review time by 70%. Useful for legal, compliance, healthcare, and finance teams.

AI-Powered Sales

Lead scoring, outreach drafting, follow-up automation, deal-room intelligence. Sales teams using our AI close 35-50% more deals on the same pipeline.

Staff Training & Adoption

AI only works when your team uses it. We train your people, build AI policies, and ensure adoption — not just deployment. Hands-on quarterly training included on Accelerate.

Under the hood

What we built.
What we orchestrate.

No marketing fog. THEO is a real platform — and we're going to tell you exactly what's in it. Anyone selling you AI in 2026 owes you the same.

What JPtheGeek built

The platform. The orchestration. The integration. The customer-facing applications. The product.

  • Multi-model router. Picks the right foundation model for each task — fast cheap one for triage, deeper one for reasoning, code-specialized for code, vision-capable for images.
  • Knowledge graph + RAG pipeline. Custom-built. Your data, indexed against your queries, with retrieval scoring tuned to MSP/SMB workflows.
  • Safety layer. PII scrubbing, prompt-injection defense, tenant isolation, output sanitization. The pieces a public chatbot doesn't give you.
  • Policy & governance engine. Tier-based access, rate limits, content rules, escalation logic — all configurable per customer.
  • Tool/function-calling system. THEO doesn't just chat — it acts. Custom tools for ecosystem ops, scheduling, ticketing, document review, code execution.
  • Semantic cache + agent orchestrator. So the same question doesn't cost you twice, and so multi-step workflows actually finish.
  • Customer applications. Voice agents. Workflow automation. Custom GPTs. Document intelligence. Sales pipeline AI. The actual products you use.

What THEO orchestrates

A curated mix of frontier foundation models — the labs setting the bar across reasoning, language, code, voice, and search. We don't bet the company on a single vendor; we route to the right model for each job, and we update the lineup as the field evolves.

  • First-class general models from the labs you'd expect — selected per task for reasoning, language, code, vision, and embeddings.
  • Specialized providers where they're truly bestDeepgram for voice and speech, Perplexity for live retrieval, image generation and transcription where they're needed. Used surgically, not as a marketing badge.
  • Every inference runs inside Azure AI Foundry. Every model — including third-party providers — is invoked through the Foundry compliance envelope. Nothing leaves Azure. Nowhere else.
  • Vendor-independent by design. Models change. Vendors change. Our router shields you from any of it. The capability stays. The contract stays.
BAA. Data residency. Private endpoints. Your data stays in Azure. Foundation models don't train on it. Period.
The honest take

“We built The One Stack” — here's what that means.

We didn't train the foundation models. Outside the frontier labs, almost nobody has — and anyone in the SMB-MSP space who claims they did is glossing over a meaningful distinction.

What we built is the platform that turns those frontier models into something safe to put on your business. A multi-model router. A knowledge graph and RAG pipeline tuned to your workflows. A safety layer public chatbots don't have. A policy engine that enforces what your data can and can't do. The PSA, RMM, ticketing, and dashboards that wrap around it. Customer-facing applications. Operational deployment expertise. All of it ours. All of it running inside Azure AI Foundry. All of it isolated to your tenant.

That's a meaningfully different thing than “we resell ChatGPT.” It's also a meaningfully different thing than the marketing fog you'll get from most providers in 2026. If that distinction matters to you — and it should — you're in the right place.

A conversation, not a quote

Show us your week.
We'll show you what changes.

The right question isn't “how much does AI cost.” It's “what would change if it actually worked for your business?” That's the conversation we want.

Bring us

Your actual workflows.

The forms, the spreadsheets, the meetings that shouldn't exist, the work people do at 9pm to catch up. That's the raw material. The grimier and more honest, the better.

We bring

A read on what's real.

Specific examples from businesses like yours. Where AI moves the needle. Where it doesn't. Where integrated systems beat AI. Honest sequencing instead of a pitch deck.

You leave with

A path. Not pressure.

A real picture of what would change in 90 days. A no-handwave estimate of effort and impact. A clear sense of whether we're the right partner. Even if the answer is “not yet.”

Sample questions on the table
What would change if your customer service answered every call in seconds, 24/7, in the voice you'd hire for if you could afford to?
If your team never had to draft another routine email, how many hours a week would they get back? What would they do with them?
What's the most repetitive document review your team does? What if it took 70% less time, with better catches than the human pass?
Where in your operations are you flying blind because the data exists but nobody has time to look at it?
What process did you build because you didn't have the headcount, that quietly costs you customers every week?
Where would intelligent automation between your systems (CRM ↔ accounting ↔ ops) eliminate a job nobody actually wants to do?

Book 30 minutes with Jesse.

No pitch deck. No tier shopping. A real conversation about your business, your friction, and where AI or smarter integrations would actually change something.

Free · 10 minutes · printable PDF

AI Readiness Assessment

A short conversation with THEO — our AI. Six dimensions of AI readiness, scored. A personalized report at the end. No sales pitch.

THEO will ask about your business across 6 dimensions: Strategy & Leadership, Data Readiness, Process Automation, Tech Infrastructure, Talent & Culture, Security & Compliance.

No login. Email only required at the end so we can save your report.

“I appreciate the personalized service from JP The Geek. Their expertise in IT management has been invaluable to our company.”

Verified Client
Indiana Business Owner
FAQ

Quick answers.

What is THEO?
THEO is the private AI baked into JPtheGeek's software platform, The One Stack. It runs on dedicated Microsoft Azure or AWS infrastructure, isolated to each customer's organization. Unlike public ChatGPT or default Copilot, THEO doesn't share your data with anyone, and your data is never used to train someone else's model. We use The One Stack to run JPtheGeek every day, and we deploy customer-specific configurations for clients who want their own AI capability.
Is my data safe?
Yes. THEO runs on dedicated infrastructure isolated to your organization. Customer data never trains a public model. THEO supports HIPAA-ready deployments, audit logging, and role-based access controls.
How long does deployment take?
Most THEO deployments go live in 4–8 weeks. We integrate with your existing tools — Microsoft 365, Google Workspace, QuickBooks, your CRM, your email, calendar — and deliver measurable results from week 1.
How much can AI save my business?
Average customer saves 18 hours per department per week and $80,000+ annually for a 10-50 person team. Sales teams see 35-50% more closed deals. 80% of routine tasks can be automated immediately after deployment.
What is the AI Readiness Assessment?
A free 10-minute conversational assessment, embedded right on this page (jump to it). THEO asks about your business across 6 dimensions: Strategy & Leadership, Data Readiness, Process Automation, Tech Infrastructure, Talent & Culture, Security & Compliance. You get a personalized score and a printable PDF report.
Powered by The One Stack

Every JPtheGeek service runs on the platform we built ourselves.

PSA, RMM, ticketing, dashboards, and the THEO AI — all in one platform we own. So your service is faster, your data is yours, and when you ask “can it do X?” we can ship it the same week.

Meet THEO
AI + humans, ready to help

Ready to talk about what AI could change?

Show us your week. We'll show you what changes. No pitch deck, no tier shopping — a real conversation about your business and where AI or smarter integrations would actually move the needle.

No commitment No high-pressure pitch Tailored, not templated Response < 1hr