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Learn · Build · Deploy — together

The future belongs
to the proactive.

We help curious individuals, growing teams, and operating companies learn and deploy AI — from Claude to open source, from first question to live system. No gatekeeping. No fear. No fighting with skeptics. Just forward — together.

Explore ways to learnWhy we exist
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Why we exist

AI is the biggest opportunity of our lifetimes — and most people still won't engage.

We're here for the other kind. The curious. The proactive. The ones who'd rather learn the new rules than pretend they don't exist. We believe AI should be approachable, useful, and operational — whether you're a solo professional, a growing team, or a large company. We're not here to argue with skeptics or sell hype. We're here to teach, to build, and to walk forward with the people ready to come with us.

Optimism

We believe the future is worth building. The people who learn the tools will help shape it.

Clarity

Invert the problem. What happens if you don't learn AI? We teach models and mental models.

Unity

This isn't a solo sport. We build community because adoption moves faster together.

Outcomes

No theory without a next step. Every seminar, every engagement ends with something you can use.

What we do

Three pillars. One integrated practice.

We don't sell pilots. We don't sell decks. We diagnose, design, deploy, and train — then we leave you with software that runs and a team that owns it.

01 — Advisory

Strategy, hardware, and stack selection.

We help you decide what to build, what to buy, and what to run. From GPU sizing and on-prem clusters to open-source model selection and architecture reviews — we take the ambiguity out of AI infrastructure decisions.

  • Hardware advisory — GPUs, Mac clusters, edge devices, on-prem vs cloud
  • Open-source advisory — Hugging Face, GitHub, vLLM, Ollama, LangChain
  • Architecture reviews — model selection, data strategy, cost modeling
  • Build vs buy — unbiased recommendations, no reseller kickbacks
Full breakdown & methodology
02 — Implementation

Claude deployments, custom agents, CRM enrichment.

We ship. Every engagement ends with working software in your hands — connected to your CRM, your data, your workflows. Not a PowerPoint, not a roadmap, a system running in production.

  • Claude + Agent SDK — custom agents tuned to your playbook
  • CRM & database enrichment — lead scoring, cleaning, segmentation
  • Workflow automation — from intake to close, hands-off
  • Integrations — HubSpot, Salesforce, Airtable, Zapier, custom APIs
Full breakdown & methodology
03 — Enablement

Live seminars, team training, and internal playbooks.

The fastest way to get AI adopted inside a company is to teach the humans who work there. We run live workshops, build internal enablement programs, and leave your team with the documentation to keep shipping after we're gone.

  • Live seminars & workshops — team training, cohort courses
  • Internal enablement — documentation, SOPs, train-the-trainer
  • Executive briefings — tailored sessions for leadership teams
  • Ongoing support — retainer office hours for deployed systems
Full breakdown & methodology
Who we serve

AI is not industry-agnostic.
Neither are we.

Each vertical has a different data surface, different workflow shape, different stakes. We specialize in six — pick yours.

Vertical

Real Estate

Lead enrichment, listing automation, market intelligence.

What we deploy
  • Skip-trace + enrichment on prospecting lists
  • Automated market reports and comp pulls
  • Deal-screening agents for acquisition teams
  • Seller-follow-up sequences tuned to archetype
Full Real Estate breakdown
Ways to work with us

Pick the door.
We'll meet you where you are.

Whether you're brand new to AI or ready to deploy across your whole company — there's a path. Start small, grow into it.

01 — Start here.

Events & Seminars

From $97

Live sessions on the tools, workflows, and mental models that matter right now. Come curious, leave with one thing you can deploy this week.

  • Monthly live seminar (2 hours)
  • Replays for 30 days
  • Downloadable playbook per session
  • Q&A with Francisco
See upcoming events
Most loved
02 — Go deeper.

Community Membership

From $97/mo

A peer group for proactive learners. Monthly office hours, working playbooks, prompt libraries, and a group of people actually shipping — not just talking.

  • Private community access
  • Monthly office hours with Francisco
  • Prompt & playbook library
  • Early access to seminars + discounts
  • Member-only case studies
Join the community
03 — Accelerate.

Personal Coaching

Inquire

One-on-one for founders, professionals, and solo operators ready to integrate AI into how they work and what they sell. Tailored to your stack, your goals, your speed.

  • Weekly 1:1 working sessions
  • Custom workflow + agent buildouts
  • CRM, content, and research systems
  • Direct access between sessions
  • 90-day outcome plan
Book an intro call
04 — Deploy.

Corporate Advisory

Engagements from $25k

Full implementation for teams and companies. We diagnose, design, deploy, and train — then hand you software that runs and people who own it.

  • Full diagnostic + architecture review
  • Custom Claude/agent deployment
  • CRM + database enrichment
  • Team training + internal playbooks
  • 90-day support & iteration
Start a project

Not sure where to start? Email hello@globalinnovationgroup.ai — we'll point you to the right door.

New — Website Development

A real website, shipped in days,
for $350.

Most operators are paying agencies $5,000 to $25,000 for websites that take months to ship. We do it for $350. Modern stack, full SEO, AI-ready — deployed, live, and indexed inside a week.

Build
$350 flat
Updates
$100/mo
With 3 referrals
$39.99/mo
How we work

Four phases.
No bullshit, no pilot-purgatory.

Phase 01

Diagnose

Two-week immersion. We map workflows, data, tools, and team. We surface the three highest-leverage places AI actually ships ROI.

Phase 02

Design

We pick the stack. Hardware, models, open-source libraries, integration surface. You get an architecture doc and a build plan before a line of code ships.

Phase 03

Deploy

We build, ship, and wire into production. CRM integrations, agent tooling, evals, and the monitoring to keep it honest.

Phase 04

Develop

We train your team. Playbooks, internal docs, hand-off. You leave the engagement with software that runs and people who own it.

The stack we deploy

Open source by default.
Closed models when they earn it.

We run Claude for production-grade agents, Llama/Mistral/Qwen for self-hosted workloads, and fine-tune on whatever Hugging Face has when the task warrants it. No vendor lock-in. No hidden dependencies.

Models
  • Claude
  • Llama
  • Mistral
  • Qwen
  • DeepSeek
  • Gemma
Open source
  • Hugging Face
  • GitHub
  • vLLM
  • Ollama
  • LangChain
  • LlamaIndex
Hardware
  • NVIDIA H100/A100
  • Mac Studio clusters
  • Jetson edge
  • AMD MI300
  • AWS Trainium
Integrations
  • HubSpot
  • Salesforce
  • Airtable
  • Zapier
  • Slack
  • Supabase
  • Postgres
Claude◦Llama◦Mistral◦Qwen◦DeepSeek◦Gemma◦Hugging Face◦GitHub◦vLLM◦Ollama◦LangChain◦LlamaIndex◦NVIDIA H100/A100◦Mac Studio clusters◦Jetson edge◦AMD MI300◦AWS Trainium◦HubSpot◦Salesforce◦Airtable◦Zapier◦Slack◦Supabase◦Postgres◦Claude◦Llama◦Mistral◦Qwen◦DeepSeek◦Gemma◦Hugging Face◦GitHub◦vLLM◦Ollama◦LangChain◦LlamaIndex◦NVIDIA H100/A100◦Mac Studio clusters◦Jetson edge◦AMD MI300◦AWS Trainium◦HubSpot◦Salesforce◦Airtable◦Zapier◦Slack◦Supabase◦Postgres◦
Questions, answered

Ask better questions,
get better at AI.

  • Global Innovation Group (GIG) is an AI advisory, implementation, and education firm based in Southern California. We help individuals, teams, and companies learn, adopt, and deploy AI — including Claude, open-source models, and custom agents — across real workflows.
Founder

Francisco Williams

Operator · Broker · Builder

“I run operating companies. Lending, capital markets, brokerage. I started deploying Claude and open-source models inside my own businesses — then operators kept asking how I did it. Global Innovation Group is that answer, packaged.”

10+
Years in finance
6
Industries deployed
Open + closed
Stack depth
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