AI Operating Systems
Internal copilots, workflow agents, intake systems, decision support, and dashboards built around the way your team already works.
- Workflow mapping
- Agent orchestration
- Private knowledge layers
AI Builds
AI systems built around your business.
TheoSym is an AI agent development company and implementation partner for leaders who need working AI systems: strategy, build, training, launch, and iteration.
Life-sciences AI products
AI agents for GMP, quality and lab teams.
Three TheoSym products for pharma, supplement and testing-lab teams who want faster answers and cleaner records, with people still making the decisions.
Built on QGI
ChatGMP
An AI assistant for GMP compliance support and training. Ask GMP questions in plain language, draft SOP and CAPA wording, and train QA staff.
Explore ChatGMP →Built on QGI
DeepGMP
The compliance-reasoning engine behind ChatGMP. Helps you work through deviations, CAPA, investigations and computer system validation.
Explore DeepGMP →For lab teams
LIMS AI
An AI layer for lab workflows on top of the LIMS you already run: samples, certificates of analysis, lab data and audit preparation.
Explore LIMS AI →ChatGMP and DeepGMP run on QGI, the decision-grade AI platform founded by Dr. Sam Sammane. See how QGI powers them
Related projects
Every build points to a real project.
You can check the projects behind our work: QGI, Aurora TIC, GPTPress, GEC, Sammane, The Soul, Ghiath.ai, and the AI Factory courses.
AI builder and implementation studio
TheoSym
Custom AI systems, agents, RAG, training, white-label builds, and weekly Coding with AI cohorts.
Courses, guides, and capability proof from production patterns
AI Factory proof
Practical examples for agentic coding, RAG, model routing, local AI, media automation, and SMB systems.
Research-grade AI
QGI
Beyond-AGI research, quantum embedding, engines, and model architecture when builds need deeper reasoning.
Lab testing and inspection
Aurora TIC
A separate lab testing and inspection company: GMP, ISO 17025, Part 11, audits, and regulated lab workflows.
AI publishing and expert knowledge
GPTPress
Publishing infrastructure for expert content, books, and AI-native media workflows.
Founder and entrepreneur community
GEC
Founder features, entrepreneur recognition, and a community of founders and consultants.
1
Map the leverage
We identify the few workflows where AI can create real revenue, speed, quality, or reputation gains.
2
Build the system
We design the agents, data layer, prompts, interfaces, automations, and guardrails needed to ship.
3
Train the team
We help founders, consultants, and operators adopt the system so it becomes part of the business.
What We Build
What we build for you.
Each build starts from your business outcome, from AI agents for small business workflows to enterprise systems.
Consultant and Founder AI
Service packaging, delivery automation, client portals, lead qualification, and community growth for expert-led businesses.
- Client acquisition
- Delivery systems
- Community growth
Life-Sciences AI
ChatGMP, DeepGMP and LIMS AI for pharma, supplement and lab teams, plus custom builds around GMP, quality and lab workflows.
- GMP compliance support
- Compliance reasoning
- Lab workflow AI
Publishing and Expert Knowledge AI
Content engines, expert knowledge systems, book-to-agent workflows, and expert publishing connected to GPTPress and GEC.
- Expert extraction
- Editorial workflows
- Multi-site publishing
Authority Network
TheoSym builds. The wider network backs it up.
GEC features entrepreneurs and runs the community. QGI does the deeper research. GPTPress handles publishing and expert knowledge products. Sam's and Ghiath's personal sites share their background and work.
See GEC CommunityBest-fit engagements
- Founder wants to launch an AI-enabled offer or internal operating system.
- Consultant wants a community, delivery system, or white-label AI capability.
- Lab, healthcare, or regulated operator needs AI around quality, documentation, or training.
- Author, expert, or media operator wants to turn knowledge into interactive AI products.
Start with the highest-leverage AI system.
Bring the business goal, the messy workflow, or the product idea. TheoSym will map what to build first.
Book 15 minutes with Sam