TheoSym Labs
Tools, models and sites by Sam Sammane.
Everything here is built by Sam Sammane, founder of TheoSym and Founder & CEO of QGI. Use the free tools, see the products, and follow what's coming next.
EU AI Act risk categories: which tier is your system in, and by when?
This EU AI Act risk categories checker walks the Article 6 decision tree with the dates that apply after the 2026 Digital Omnibus.
Open →AI agent development cost estimator: what it costs to build an agent
AI agent development cost depends on three things: how many distinct workflows it handles, how many systems it must integrate, and how much autonomy you give it.
Open →AI ROI calculator for automation and agents
This AI ROI calculator builds the business case the way a CFO reads it.
Open →Anthropic prompt caching pricing calculator: break-even and monthly savings
Anthropic prompt caching pricing comes down to two questions: how many reads it takes to repay the cache write, and what the monthly bill looks like once your stable…
Open →Cost per task AI agent calculator: per ticket and per resolution
Cost per task for an AI agent is the unit the market now prices in, whether the task is a ticket, a claim or a document.
Open →LLM cost calculator for agent workloads
An LLM cost calculator for agents has to model the loop, not the prompt.
Open →Build vs buy AI agents: 3-year TCO calculator
Build vs buy AI agents is a volume question.
Open →SR 26-2 generative AI model risk management readiness score
SR 26-2, issued 17 April 2026 by the Fed, OCC and FDIC, replaced SR 11-7 and placed generative and agentic AI outside its scope.
Open →Cost of AI hallucinations: exposure calculator for regulated firms
The cost of AI hallucinations has three parts: the labour spent verifying every output, the rework on errors that review catches, and the expected cost of the errors…
Open →GPT-5.5 retirement October 14: model migration cost estimator
The GPT-5.5 retirement on October 14, 2026 removes the model from ChatGPT, ChatGPT Work and Codex on all plans.
Open →Products
AI products for regulated labs and manufacturers.
ChatGMP
An AI assistant for GMP compliance questions and team training.
Open →DeepGMP
A compliance-reasoning engine for validation, CAPA and deviation work.
Open →LIMS AI
An AI layer for lab workflows: LIMS integration, quality data, audit readiness and human-reviewed automation.
Open →Models & platforms
The models and platforms the products and tools run on.
TakeDeep
Formerly Theomax
A multi-model video and coding studio with local, agentic AI, where coding becomes human language.
Open →QGI
Decision-grade AI for regulated and financial teams, including private and self-hosted deployments.
Visit qgi.dev ↗QGI Studio
A self-serve AI agent workspace for builders: ask for a file, get the file, and put the run on a schedule.
Visit qgi.studio ↗Sites
Other sites Sam builds and runs.
sammane.com
Sam Sammane's home: books, talks, research and the companies he builds.
Visit sammane.com ↗Aurora TIC
AI and quality for testing, inspection and certification: consulting and tools for regulated labs.
Visit auroratic.com ↗Trelexa
Editorial placements, managed social and authority building for founders and brands.
Visit trelexa.com ↗Why "Built on QGI" matters
ChatGMP and DeepGMP run on QGI, the decision-grade AI company Sam founded and leads as Founder & CEO. When a product carries the badge, it is built on QGI's decision-grade AI, the same work QGI does for regulated and financial teams.
What QGI isWant one of these built for you?
Bring the workflow or the idea. In 15 minutes, Sam will tell you what to build first and what it takes.
Book 15 minutes with Sam