TheoSym

AI consulting and agent development

AI business solutions that actually ship.

You have decided AI matters. We help you get it running: strategy, AI agents built with proper evals, and hands-on training for founders and small businesses, led by Dr. Sam Sammane, founder and CEO of QGI.

Products

AI tools for the pharmaceutical industry and regulated labs

ChatGMP and DeepGMP run on QGI, the decision-grade AI platform Sam founded and leads as CEO. LIMS AI brings the same practical approach to lab workflows.

More tools, models and sites Sam is building: TheoSym Labs.

In the media

Sam's work is public. Check it.

Before you book a call, see what Sam has already said and built: Forbes Technology Council articles, TEDx and TV appearances, podcasts, books, research papers, QGI, and AI systems running in production today.

Forbes and published articles

What Sam writes about.

Custom AI, context engineering, AI in pharma, how AI is changing work, and practical AI literacy. Read the thinking before you talk to the person.

Why work with Sam

Built, published, taught.

Plenty of people can tell you AI matters. Sam has built AI companies, written and spoken about them in public, and trained teams to run them. You can check every piece of it.

See Sam's full track record →

Public record

Forbes, TV, podcasts, TEDx, books, press, and external articles: check Sam's record before you talk to him.

Built systems

QGI, TheoSym, GPTPress, GEC, Aurora TIC, AI Factory workproofs, and earlier products: systems already built and run.

Training

Weekly Coding with AI for founders and indie devs, with private team training and scoped build sprints when you need more.

Open resources

Articles, resources, press materials, and product explainers stay open for you to read.

AI consulting

Find the AI work worth doing first

We map your data, workflow, team, risk, and ROI so the first build has a clear business reason.

AI agent development

Ship the system, not the prototype

Agents, RAG, automations, evals, observability, deployment, and handover inside your stack.

Training

Weekly Coding with AI cohort

One hands-on session a week for founders, indie developers and teams: agentic coding, evals, and shipping real tools.

Fractional CTO

A technical partner who stays

No engineer yet, or yours is busy? Sam can own the AI roadmap with you month to month, as your fractional CTO.

Learn from the work

Talks, courses and research you can use.

Recorded talks, course material, papers and videos, drawn from years of building and teaching AI.

TheoSym AI archive

TheoSym AI Solutions, The Return of Reason in AI, and RAG systems

AI strategy, product, and training

Talks and ventures

Speaking events, venture timeline, and talk transcripts

Founder media, talks, and operating history

Books and author work

The Singularity of Hope, Republic of Mars, and Eclipsed by AI

Book awards and long-form ideas

Sammane media archive

Sammane.com interviews, videos, courses, books, ventures, and articles

Interviews, courses, videos, ventures, and article media

QGI research

Strategic Vision Beyond AGI, quantum embedding concepts, and enterprise reasoning

Research, enterprise AI, and advanced reasoning material

AI Factory courses

Courses, guides, and capability proof based on production AI patterns

Agents, RAG, model routing, local AI, media operations, and SMB automation

HAIA and earlier products

HAIA white papers, virtual assistant materials, Symprise, Cassidy-TheoSym, Theomax archives

Human-AI Augmentation and product history

Conference and media material

TEDx talks, CXO 2.0, podcasts, and TV interviews

Stage, TV, podcast, and conference appearances

Where to start

Pick what you need.

Something built, a closer look at our products, other founders to build with, or a feature for your own story.

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