Services — AI & automation consulting

AI that works.
Not AI that demos well.

We build production AI systems for businesses that want real results, not proof-of-concepts that never ship. Custom AI agents, local LLM infrastructure, workflow automation, and mobile apps — deployed and running.

Everything we recommend, we run ourselves: 96GB of GPU inference, 56 AI tool integrations, 48 mobile apps, and a multi-agent AI workforce — all self-hosted.

Book a free discovery call See our work
ai strategy & assessment
1–2 wks
llm integration / agents
2–12 wks
ai infrastructure
1–2 wks
workflow automation
1–3 wks
mobile app development
2–4 wks
pricing
custom quote
response time
< 24h

currently accepting projects

96GB
GPU VRAM in production
48
Apps built
56
AI tool integrations
42
Docker containers
24/7
Systems uptime

01 — Services & pricing

Five things we do
unreasonably well.

Every service listed here runs in production on our own infrastructure. Real experience from systems running 24/7 — not theoretical knowledge.

01

AI Strategy & Assessment

Where should AI actually help your business?

AI readiness assessment, use case identification, build vs. buy analysis, and cost modeling. Vendor-neutral recommendations backed by hands-on production experience — not slide decks.

  • AI readiness assessment (workflows, data, team capability)
  • Use case identification and prioritization
  • Build vs. buy analysis (cloud API vs. self-hosted models)
  • Cost modeling (API costs vs. local GPU inference)
  • Vendor-neutral tool recommendations

Deliverable Written assessment with prioritized roadmap + ROI estimates

Scope

Assessment 10-20 hours, written report + roadmap
02

LLM Integration & AI Agents Core

Custom AI that works with your tools, your data, on your terms.

Custom AI assistants, multi-model routing, tool-calling agents, RAG systems, and voice interfaces. AI that queries databases, calls APIs, and takes actions — not just a chatbot on a webpage.

  • Custom AI assistant / copilot builds (Claude, GPT, local models)
  • Multi-model routing (cheap models for simple tasks, expensive only when needed)
  • Tool-calling agents (query databases, call APIs, take actions)
  • RAG systems (AI that answers from your documents)
  • Voice interfaces (speech-to-text + AI + text-to-speech)
  • Prompt engineering and system design

Deliverable Working AI system deployed to your infrastructure + documentation

Scope

Custom Chatbot / Assistant 2-4 weeks, deployed + documented
Full AI Platform 4-12 weeks, multi-agent + integrations
03

AI Infrastructure & Cost Optimization Core

Stop paying $10K/month in API costs when a $3K GPU does it better.

Local LLM deployment, GPU planning, self-hosted AI stacks, and hybrid architectures. We migrate you from cloud API dependency to on-premise inference — same quality, fraction of the cost.

  • Local LLM deployment (llama.cpp, vLLM)
  • GPU planning and optimization (model sizing, quantization, multi-GPU)
  • Self-hosted AI stack (inference server, monitoring, model management)
  • API cost analysis and migration to local inference
  • Docker/container orchestration for AI workloads
  • Hybrid architectures (local for routine, cloud API for complex)

Deliverable Running local AI infrastructure + cost comparison report

Scope

Local LLM Setup 1-2 weeks, running infrastructure + docs
04

Workflow Automation

If a human does it more than twice, a machine should do it.

Business process automation, IoT automation, CI/CD pipelines, monitoring systems, and multi-system integration. We connect your tools and eliminate manual busywork.

  • Business process automation (data entry, reporting, email triage)
  • Home/office IoT automation (Home Assistant, ESP32, smart devices)
  • CI/CD and deployment pipelines
  • Monitoring, alerting, and self-healing systems
  • Multi-system integration (CRM, ERP, email, databases)

Deliverable Automated workflows running in production + runbook

Scope

Automation Package 1-3 weeks, running workflows + runbook
05

Mobile App Development

From idea to APK in days, not months.

React Native / Expo cross-platform apps with AI-powered features. Full-stack builds including backend API and database. Rapid prototyping with working MVPs in 1-2 weeks.

  • React Native / Expo cross-platform apps
  • AI-powered features (local inference, voice, OCR, image analysis)
  • Full-stack: mobile app + backend API + database
  • Play Store submission and optimization
  • Rapid prototyping (working MVP in 1-2 weeks)

Deliverable Working app + source code + deployment documentation

Scope

App MVP 2-4 weeks, working app + source code

02 — Case studies

Real systems.
Running right now.

Not mockups — production infrastructure we built and operate.

01 Nova — Multi-Model AI Assistant

Full case study

Challenge

Needed a personal AI assistant integrating 10+ services without $500+/month in cloud API costs.

Solution

3-tier model routing (regex → local LLM → cloud API), 130 tool integrations, WebSocket mobile app, GPU-accelerated voice.

Results

  • ~90% of queries handled by free local model
  • API costs cut to <$50/month
  • Sub-second response for routine queries
  • 56 integrated features replacing 6+ apps

stack: Node.js, React Native, llama.cpp, Claude API, WebSocket, Docker

02 Multi-Agent AI Workforce

Full case study

Challenge

One person managing 6+ projects — needed to parallelize work without hiring a team.

Solution

4-worker AI system with project locks, shared memory, failure journals, tiered model spending, and automated QA gates.

Results

  • 48 mobile apps built in ~10 weeks
  • 4 workers operating simultaneously
  • Automated QA prevents broken builds
  • Context survives across sessions via disk-based memory

stack: Claude Code, Bash, Docker, Git, custom coordination protocol

03 Local Content Pipeline

Full case study

Challenge

Publishing regular blog posts across three niche sites was costing $200/mo in cloud API spend with privacy/compliance concerns.

Solution

llama.cpp local pipeline with a 35B MoE model, 14 reusable analysis patterns, automated fact-checking gate, cron-driven publishing.

Results

  • Cloud spend dropped from $200/mo to $0
  • Sustained 4 posts/week for 4 months
  • No quality regression vs. cloud-generated baseline
  • Zero drafts leave the network

stack: llama.cpp, qwen3.6-35b, Bash, Cron, Cloudflare Pages, Astro

04 Self-Hosted AI Infrastructure (96GB VRAM)

Challenge

Running local AI inference for dev, assistant, and content generation without recurring cloud costs.

Solution

3x NVIDIA Tesla V100 GPUs running a 35B MoE model, GPU-accelerated Whisper, custom container management.

Results

  • $200-400/month saved vs. API usage
  • ~80 tokens/sec, measured on-box
  • Zero data leaving the network
  • Supports 4 parallel AI sessions simultaneously

stack: llama.cpp, NVIDIA V100, Unraid, Docker

05 Rapid Mobile App Factory

Challenge

Build 20+ Android apps across diverse categories fast enough to test market demand.

Solution

Shared design system, automated 8-gate verification, version policy enforcement, automated privacy policies.

Results

  • 48 apps built (13 at mature v0.3.0+ stage)
  • Average app: concept to verified APK in 1-2 days
  • 143K+ lines of TypeScript
  • 8-gate QA catches broken builds before distribution

stack: React Native, Expo, TypeScript, Android Studio, Gradle

03 — Live on Google Play

Apps we built, shipped,
and maintain today.

RxLog

Medication tracker with reminders, blood pressure logging, and refill alerts.

Google Play

dBLog

Sound level meter and noise complaint logger with timestamped evidence exports.

Google Play

SiteSnap

Field documentation for contractors — photos, checklists, and client-ready reports.

Google Play

PawJournal

Pet health journal — vet visits, medications, weight, and care schedules.

Google Play

WiFi Share

Share Wi-Fi by QR code — generate, scan, and save network codes offline.

Google Play

ThoughtWell

Private journal with on-device storage — no account, no cloud, no tracking.

Google Play

InkSafe

Handwrite or type on 49 paper types and 27 fillable forms. PIN-locked, on-device, exports to PDF and Word.

Google Play

CoinCove

Offline expense tracker and budget app — categories, recurring transactions, and stats without an account.

Google Play

dB Scout

Real-time decibel meter with a live SPL gauge, min/max stats, and noise-dose tracking.

Google Play

OutlineSketch

Turn a photo into a clean line outline, then trace it on-screen or export it to draw by hand.

Google Play

04 — Engagement

Ways to
work together.

Choose the engagement style that fits your needs. Every project starts with a fixed written quote.

Project-Based

Fixed scope, fixed price. Clear deliverables with a defined timeline.

Ideal for — AI assistant builds, infrastructure setup, app MVPs

Hourly

Flexible support for consulting, troubleshooting, or technical guidance.

Ideal for — Strategy sessions, architecture review, debugging, training

Retainer

Monthly availability with guaranteed response times. Priority support and ongoing development.

Ideal for — Continuous development, monitoring, expansion projects

Retainer plans

Plan Hours / mo
Advisory 5 hrs/mo
Standard 15 hrs/mo
Dedicated 30 hrs/mo

05 — Process

How projects
work.

01

Discovery Call

Free 30-minute call to discuss your goals, current setup, and budget. Honest conversation — no pitch.

02

Proposal

Detailed scope, timeline, and fixed quote. No surprises. You know exactly what you're getting and what it costs.

03

Build & Ship

We build, you see progress. Regular updates and feedback loops. No disappearing for weeks.

04

Handoff

Full documentation, source code, walkthrough. 30 days of support included. You own everything.

06 — Stack

Tools we run
in production daily.

AI / ML

llama.cppClaude APIWhisperQwenRAGvLLM

Mobile

React NativeExpoTypeScriptSQLite

Infrastructure

DockerUnraidTailscaleCloudflareNVIDIA GPUs

Automation

Home AssistantESPHomeNode-REDMQTTZigbee

07 — FAQ

Questions,
answered.

Do you work remotely?

Yes, 100% remote. Based in Central Florida (Eastern Time), available for clients nationwide. Most projects start with a video call and proceed via screen sharing and secure remote access.

How do I get started?

Email [email protected] with a description of what you're trying to accomplish. I'll respond within 24 hours to set up a free 30-minute discovery call. No pitch — just an honest conversation about what's realistic for your situation.

What's included in the handoff?

Full documentation, all configuration files, source code, and a walkthrough session. You own everything — no proprietary lock-in, no recurring fees to keep things running. I want you to be self-sufficient.

Can you help us reduce our OpenAI / Anthropic API spend?

That's one of our specialties. We run our own 96GB GPU cluster serving a 35B MoE model for free. We can assess your API usage, identify what can run locally, and deploy the infrastructure — often paying for itself in 2-3 months.

What if something breaks after the project is done?

All projects include 30 days of follow-up support at no extra charge. After that, hourly support or a retainer plan keeps you covered.

How fast can you deliver?

AI assessments in 1-2 weeks. Infrastructure setup in 1-2 weeks. Custom AI agents in 2-4 weeks. Mobile app MVPs in 2-4 weeks. We move fast because we've built these systems before — for ourselves.

Get started

Ready to stop talking about AI
and start using it?

Free 30-minute discovery call. No pitch, no pressure — just an honest conversation about what AI can do for your business.

[email protected] View our projects

response time: < 24h