Decision support on transtorm.ai

Securing a medical voicebot without slowing it down

Wed, 21 Oct 2026 00:00:00 +0000

How we secured Camille, the voice assistant for several medical centers: lightweight local infrastructure, decision models alongside the LLM, and prompts and connections optimized to answer in about one second.

Decision models (1): you don't need a thousand words to decide

Fri, 18 Sep 2026 00:00:00 +0000

For three years, we have been asking models built to write to make decisions. A new family of models does nothing but decide. First part: what a decision model is, with Jev and SemIf.

Decision models (2): what speed changes

Fri, 18 Sep 2026 00:00:00 +0000

A decision model that answers in a hundred milliseconds is not used the way a language model that answers in ten seconds is. Decision loops, comparing hypotheses, the generator-and-judge pairing, and the return of the small specialized model: the second part of our article on Jev and SemIf.

How to Automate a Trading Strategy: Lessons from a 20-Year Backtest

Sun, 06 Sep 2026 00:00:00 +0000

We automated a trader’s stock-market strategy. This article tells the work the client does not see: what gets taken away from the first figure before anyone dares show it.

Eligibility Simulator

Wed, 19 Aug 2026 00:00:00 +0000

Context

Before booking an appointment, many people first want to know whether a given step even applies to them: a surgery, a loan, an application, an insurance policy. The simulators available online often disappoint, because they apply generic rules, hide the result behind an email capture form, or ask the wrong questions. An unreliable answer misleads in both directions: it falsely reassures people who will be turned down, and it wrongly discourages excellent candidates.

LASIK Planning

Wed, 19 Aug 2026 00:00:00 +0000

Context

In refractive surgery, astigmatism is never just a number: behind every cylinder there is an axis, an origin, and a consistency to verify against keratometry. Surgeons already go through this reasoning at every planning session, but their tool is often a hand-filled spreadsheet. For a straightforward myopia, that is enough. As soon as the axes diverge or the cornea fails to account for the full cylinder, the file reaches its limits, and it reaches them silently.

A "simple" web form: the hidden work behind a surgical eligibility simulator

Mon, 20 Jul 2026 00:00:00 +0200

A clinic specialised in refractive surgery wanted an honest eligibility simulator. Behind five questions sit a surgeon’s real rules, a logic of caution, and total privacy.

Astigmatism in LASIK Planning: Why the Spreadsheet Has to Go

Sun, 05 Jul 2026 00:00:00 +0200

How a pre-LASIK astigmatism planner replaces the spreadsheet: vector analysis and ORA computed for every eye, all the way to the laser plan.

Hiring Without Trusting Your Gut: The Tool We Built for Our Interviews

Mon, 15 Jun 2026 00:00:00 +0200

To hire our junior developer, we built a small web application that brings together the context of the role, the candidate profile, interview note-taking, scoring, and a weighted ranking. Data stays local, code is open on GitHub.