Mobile app development. Building Flori around plant care
A useful app needs a reason for the next visit. Our development work connects plant identification to ongoing care, with design decisions you can inspect.
Topic
AI and automation
Where a model cuts a back-office step, and where a clear process or manual check is the better choice for the team.
Claude Opus 5.5 costs a fifth less. Our web review takes 7 minutes
I used to spend an hour a week piecing together search data from four tools. Now one overview Claude built from free sources does the job, and the new model cuts cache reads by 60%.
Why Shopify is moving from React Native to native apps
Shopify credits coding agents with changing the cost of native development. Its migration also shows the tooling and review work that any cost comparison must include.
September 2026 AI news and what it means for Slovakia
What September AI releases mean for Slovak businesses and municipalities. Eurostat data, practical scenarios and a modelled calculation of time released.
The Gauntlet Loop. Give AI a Bar It Cannot Argue With
Three paragraphs produced 55,000 lines of game code and a score of 5.05 out of 10. The method behind it works on business deliverables too, and the honest numbers are the useful part.
Measure AI Cost per Completed Task
Measure the cost of a correctly completed task, including retries and human review. A verified price announcement and an illustrative calculation.
What to automate first in a small business
Choose a first automation by scoring the work, data, risk, ownership, and reversibility. Then validate one pilot before you expand it.
Software and Automation ROI. How to Build a Business Case
Build a software or automation business case from measured current-process cost, TCO, scenarios, sensitivity analysis, and explicit stop criteria.
GPT-5.6 vs Claude Fable 5: Which One Fits Which Job
A July 2026 comparison of GPT-5.6 Sol and Claude Fable 5. How to separate token prices from task costs and test vendor benchmarks against your own work.
What AI-Assisted Development Costs in 2026: API Tokens vs Developer Time
API tokens can cost less than a developer hour, but tokens are not the whole project. A practical comparison of model usage, review, testing, and operating costs.
MCP and A2A: How to Connect AI Agents to Business Systems
MCP connects an agent to tools and data. A2A connects independent agents. Here is where each protocol fits and which security controls remain your responsibility.
AI Agent Governance Checklist Before You Connect CRM, ERP, or Email
An AI agent can save hours, but only if permissions, logs, approvals, owners, and failure paths are designed before it touches production systems.
AI Overviews and AI Mode: SEO for a Business Website in 2026
Google says the basics still matter for AI Overviews and AI Mode. The difference is that weak content and technical debt have less room to hide.
Rental Yield and Cashflow. A Worked Example
A hypothetical apartment separates gross yield, operating costs and cashflow after a mortgage payment. A positive rental yield can still leave a monthly shortfall.
How to Check the Fair Price of a Flat Before the Viewing
Compare a flat’s asking price before the viewing. Choose comparable listings, check the price per square metre and identify what the listing cannot establish.
Property Analytics for Investors. Put Prices in Context
Compare listings, location and yield assumptions before a viewing. Keep asking prices and model estimates separate from confirmed sale prices.
Grant Screening for Advisory Teams
What should an adviser receive after a funding call is screened? An illustrative example separates an initial match from confirmed eligibility and shows how to assess a pilot.
AI Back Office System for Operations Teams
Connect documents, approvals and accounting. What to measure in a pilot and what MojaFirma demonstrates with synthetic data during active development.
AI in software development works best with a human in the loop
An AI coding agent can speed up mechanical work. Production use needs clear checks, an accountable reviewer, and limited permissions.
Why your AI agents need a sandbox (and what Cloudflare just shipped)
Dynamic Workers provide a place to execute generated code. What your team still needs to decide about permissions, network access and checking results.
Test the Case for a Multi-Model Strategy First
Measure quality and cost per correctly completed task. Add routing when a cheaper candidate demonstrably handles a bounded share of the work.
How to Plan a 30-Day AI Pilot at Work
A model plan for one recurring task. Measure today’s work, set data permissions and output review, then decide whether the trial should continue.
AI agent or automation? When a Zap is enough and when you need an agent
Everyone talks about AI agents. Most companies do not need one. Good automation is enough, and here is how to tell the difference.
10 Workflows for Testing Whether AI Saves Time
From sorting messages to checking invoices. Ten illustrative workflows and practical checks for finding out whether AI saves time after review and corrections.
AI document management and archive search
How to automate document processing, archive search and ERP integration. MojaFirma demonstrations, human review and a scoped pilot.
GrantAI prepares materials for advisers to review
GrantAI monitors grant calls, matches them to company profiles, prepares eligibility analysis, and drafts application materials. Demo and pilot for grant teams.
How I Use AI to Prepare Marketing Copy
AI helps me compare sources and challenge an argument. How I use it to prepare copy while keeping experience, claims and decisions with the author.
Verbalized Sampling adds variety, not a replacement for a brief
Asking for several responses and their probabilities can help with creative tasks. What Verbalized Sampling studies, and why it does not make a clear brief obsolete.
Automated Leads from the Web by Connecting Forms, CRM, and Email Campaigns
Connect forms to CRM, assign enquiry owners and measure response time. Set up marketing sequences according to the contact purpose and sending rules.