P-01
Data copied by hand
The same figures are typed into the CRM, the spreadsheet and the report — and each copy is a chance for an error.
01 / StudioFull-stack & AI development
Web apps, AI integrations and workflow automation, designed with expertise from both sides: how a business actually operates, and how reliable software is built.
AI · TypeScript · Python · Postgres
02 / Problems
P-01
The same figures are typed into the CRM, the spreadsheet and the report — and each copy is a chance for an error.
P-02
Off-the-shelf software forces workarounds, while the process that makes you different lives in chats and memory.
P-03
A chatbot prototype exists, but it is not connected to real data, nobody trusts its answers, and costs are unclear.
03 / Services
Put language models to work inside your existing software, safely and measurably.
Software shaped around how your team actually works, built from UI to hosting.
Remove repetitive work between systems, with numbers to prove the saving.
04 / Work
Case 01B2B services
An AI processor added to an existing B2B web service turns incoming business documents into structured records, replacing manual data entry with review.
TypeScript · Node.js · OpenAI SDK · Gemini SDK · PostgreSQL
Result
Manual entry → review & approve
Read case
Case 02Hospitality
An internal management system for menus, reservations, staff scheduling and analytics, with a visual menu editor that non-technical staff use on their own.
React · TypeScript · Node.js · Express · PostgreSQL
Result
100+ hours saved per month
Read case
Case 03Civil construction
Automated waste accounting and regulatory reports for engineering teams on construction sites, replacing hours of daily spreadsheet work.
TypeScript · Next.js · Node.js · PostgreSQL
Result
≈ $3,000 / month per engineer
Read case
05 / Approach
Work starts with how the business actually runs — the people, the data and the bottlenecks — not with a technology choice.
Savings are estimated with a visible formula before building and measured after launch.
Interface, API, AI, database and hosting from one person — no hand-offs between agencies.
Code, infrastructure and documentation live in your accounts. No lock-in to the studio or to one AI provider.
06 / Notes
2 min read
A simple, honest formula for the time and money a business automation will save — and the checks that keep the estimate realistic.
#automation #planning
2 min read
A practical path for integrating language models into the systems a company already runs — from choosing the first use case to keeping costs and errors under control.
#ai #integration
Next step
Describe the task in a few lines and attach any files — or book a 30-minute call to talk it through.