https://transtorm.ai/blog/ Recent content in Blog on transtorm.ai Hugo en Wed, 21 Oct 2026 00:00:00 +0000 https://transtorm.ai/blog/secure-medical-voicebot-without-slowing-it-down/ Wed, 21 Oct 2026 00:00:00 +0000 https://transtorm.ai/blog/secure-medical-voicebot-without-slowing-it-down/ 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. https://transtorm.ai/blog/qwen-fundus-laterality-reversed-rule/ Sat, 26 Sep 2026 00:00:00 +0000 https://transtorm.ai/blog/qwen-fundus-laterality-reversed-rule/ Qwen3.8-Flash-Next locates the optic disc correctly in 120 decisions out of 120, then gets the eye wrong on 51 images out of 60. The protocol, the numbers and the fix we adopted. https://transtorm.ai/blog/decision-models-1-you-dont-need-a-thousand-words-to-decide/ Fri, 18 Sep 2026 00:00:00 +0000 https://transtorm.ai/blog/decision-models-1-you-dont-need-a-thousand-words-to-decide/ 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. https://transtorm.ai/blog/decision-models-2-what-speed-changes/ Fri, 18 Sep 2026 00:00:00 +0000 https://transtorm.ai/blog/decision-models-2-what-speed-changes/ 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. https://transtorm.ai/blog/automate-your-trading-strategy/ Sun, 06 Sep 2026 00:00:00 +0000 https://transtorm.ai/blog/automate-your-trading-strategy/ 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. https://transtorm.ai/blog/dedicated-application-accurate-patient-journey-audit/ Sat, 22 Aug 2026 00:00:00 +0000 https://transtorm.ai/blog/dedicated-application-accurate-patient-journey-audit/ Our patient journey audits rested on durations reconstructed from memory. We built an application that follows our existing outline, times the visit as it happens and walks through its checklist before exporting the report. https://transtorm.ai/blog/how-much-does-automation-cost-price-guarantees/ Tue, 18 Aug 2026 00:00:00 +0000 https://transtorm.ai/blog/how-much-does-automation-cost-price-guarantees/ Payback within one or two years, a worked example, payment conditioned on acceptance criteria, and code ownership: the second half of our pricing method. https://transtorm.ai/blog/how-much-does-automation-cost-project-evaluation/ Sun, 09 Aug 2026 00:00:00 +0000 https://transtorm.ai/blog/how-much-does-automation-cost-project-evaluation/ Price ranges, an audit whose deliverable is yours to keep, and a jointly validated measurement of what your process really costs: the first half of our evaluation method. https://transtorm.ai/blog/welcome-alina-rohozinska/ Wed, 05 Aug 2026 00:00:00 +0000 https://transtorm.ai/blog/welcome-alina-rohozinska/ transtorm.ai welcomes Alina Rohozinska as our first team member in Estonia, joining as Junior Developer & Operations Assistant. https://transtorm.ai/blog/document-generation-esignature-automation/ Thu, 23 Jul 2026 00:00:00 +0200 https://transtorm.ai/blog/document-generation-esignature-automation/ Generate a pre-op file, work out the follow-up dates, get an informed consent signed and archive it: the demo shows a document flow where a human steps in only once, at the entry. https://transtorm.ai/blog/eligibility-simulator-hidden-work/ Mon, 20 Jul 2026 00:00:00 +0200 https://transtorm.ai/blog/eligibility-simulator-hidden-work/ 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. https://transtorm.ai/blog/lasik-astigmatism-planning-vector-analysis/ Sun, 05 Jul 2026 00:00:00 +0200 https://transtorm.ai/blog/lasik-astigmatism-planning-vector-analysis/ How a pre-LASIK astigmatism planner replaces the spreadsheet: vector analysis and ORA computed for every eye, all the way to the laser plan. https://transtorm.ai/blog/interview-recruitment-tool-weighted-ranking/ Mon, 15 Jun 2026 00:00:00 +0200 https://transtorm.ai/blog/interview-recruitment-tool-weighted-ranking/ 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. https://transtorm.ai/blog/patient-check-in-kiosk-automated-worklist/ Sat, 06 Jun 2026 00:00:00 +0000 https://transtorm.ai/blog/patient-check-in-kiosk-automated-worklist/ How a patient check-in kiosk for an ophthalmology practice goes beyond mere registration: it identifies the patient, infers the consultation type from the last follow-up, and automatically creates the worklist item in the patient record, with a mobile companion, secured by physical presence, on which patients can see how late their doctor is likely to be running, self-hosted and GDPR-friendly. A comparison with Phreesia, Clearwave, Qmatic and the patient kiosk market. https://transtorm.ai/blog/intravitreal-injection-registry-anti-vegf/ Tue, 02 Jun 2026 00:00:00 +0200 https://transtorm.ai/blog/intravitreal-injection-registry-anti-vegf/ How a medical-retina clinic encodes anti-VEGF injections safely and reads ETDRS/CST outcomes at a glance, and how the same engine adapts to clinical research. https://transtorm.ai/blog/business-process-automation-method-micro-processes/ Sun, 08 Mar 2026 00:00:00 +0000 https://transtorm.ai/blog/business-process-automation-method-micro-processes/ Discover the transtorm.ai method for reliable business process automation: an audit of the real process, human validation on important decisions, complete anonymization of data sent to external resources, robust integrations, and continuous improvement. https://transtorm.ai/blog/hiring-junior-developer/ Mon, 16 Feb 2026 00:00:00 +0000 https://transtorm.ai/blog/hiring-junior-developer/ transtorm.ai is hiring a Junior Developer in Tallinn for production Python services and web projects across Europe.