Insights and case studies

What we learn building software with AI agents: costs, timelines, regulation and what actually works, with sources.

LatestAI agents

AI agent guardrails belong on the write, not the decision

How TwinCortex applies AI agent guardrails to a computer-use agent: intent checks on clicks, a mail tool without a send function, and completion gates over artefacts.

24 September 2026 · 7 min read

Read the article

Article

PII redaction for LLMs belongs in the gateway, not in each app

How one gateway handles PII redaction for LLMs for every tool a company runs: the order of the checks, one-way placeholders and an audit log without prompt text.

24 September 2026 · 7 min read

Case study

Supplier stock sync that writes only the numbers it has read

How a supplier stock sync reads wholesalers' B2B portals and updates Shopify: no number on the page means no write, and succeeded means the shop really changed.

24 September 2026 · 6 min read

Case study

Public procurement monitoring: the notice matters more than the AI

How Tendris does public procurement monitoring for Lithuania: reading CVP IS notice PDFs, merging TED duplicates, scoring matches and analysing tender files with AI.

24 September 2026 · 7 min read

Case study

Waste collection schedule software: the address is the hard part

How our waste collection schedule software turns operators' route text into one schedule per house, and how staff record holiday changes.

24 September 2026 · 6 min read

Case study

Housing association management software: every bill must add up

How we built Statum, housing association management software in which every owner can check their bill line by line against the building's.

24 September 2026 · 7 min read

Integrations

Lithuania e-invoicing 2028: i.SAF, SABIS and ViDA explained

Lithuania already has i.SAF reporting and SABIS for public-sector invoices. B2B e-invoicing from 2028 is a target, not yet law. What to prepare now.

24 September 2026 · 6 min read

Regulation

NIS2 in Lithuania: who is in scope and what the law requires

Lithuania's amended Cybersecurity Law applies NIS2 from 18 October 2024: who is in scope, NKSC supervision, incident deadlines, transition periods and fines.

24 September 2026 · 6 min read

Public procurement

IT tender technical proposal in Lithuania: a CVP IS guide

How to write the technical part of an IT tender in CVP IS: architecture, delivery plan, estimates, a risk register and a requirement-by-requirement table.

24 September 2026 · 6 min read

Customer chat

Lithuanian AI chatbot: what breaks and how to test it

Lithuanian AI chatbots fail on declensions, missing diacritics, mixed LT/EN, off-site answers, invented prices and handover. A test plan to run before you buy.

24 September 2026 · 6 min read

AI agents

AI agents vs workflow automation vs custom code: when each fits

Workflow automation for fixed steps, custom code for core rules and volume, an AI agent only where judgement on unstructured input is needed. A decision table.

24 September 2026 · 6 min read

Regulation

AI chatbot disclosure under Article 50: a checklist

Since 2 August 2026, EU AI Act Article 50 requires chatbots to tell people they are talking to AI. A practical checklist for Lithuanian websites, with wording.

24 September 2026 · 6 min read

Case study

Drone detection software: how Parallax fuses sensors to explain the sky

Parallax is our drone detection software: cameras, microphones, ADS-B and Remote ID fused across three masts. How it reasons, locates and alerts.

24 September 2026 · 6 min read

Regulation

EU AI Act timeline 2026: what the Digital Omnibus changed

EU AI Act dates after the Digital Omnibus: chatbot transparency applies from 2 August 2026; Annex III high-risk moves to 2 Dec 2027, Annex I to 2 Aug 2028.

24 September 2026 · 6 min read

Case study

Technical due diligence: 122 of 125 database tables empty

A platform sold as 220,000 lines of code and 164 API endpoints was mostly a UI shell. How our technical due diligence found it, and what buyers should ask for.

24 September 2026 · 6 min read

Case study

Rental management software: from website to counter

How we built AFKnuoma, rental management software with online booking, counter check-out, immutable invoices and a database that rules out double booking.

24 September 2026 · 6 min read

Pricing

Custom software cost in Lithuania, 2026: our published prices

What custom software costs in Lithuania in 2026: our fixed starting prices from €1,200 to €25,000, what drives the total, and fixed scope vs hourly billing.

24 September 2026 · 7 min read

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Insights and case studies

AI agent guardrails belong on the write, not the decision

PII redaction for LLMs belongs in the gateway, not in each app

Supplier stock sync that writes only the numbers it has read

Public procurement monitoring: the notice matters more than the AI

Waste collection schedule software: the address is the hard part

Housing association management software: every bill must add up

Lithuania e-invoicing 2028: i.SAF, SABIS and ViDA explained

NIS2 in Lithuania: who is in scope and what the law requires

IT tender technical proposal in Lithuania: a CVP IS guide

Lithuanian AI chatbot: what breaks and how to test it

AI agents vs workflow automation vs custom code: when each fits

AI chatbot disclosure under Article 50: a checklist

Drone detection software: how Parallax fuses sensors to explain the sky

EU AI Act timeline 2026: what the Digital Omnibus changed

Technical due diligence: 122 of 125 database tables empty

Rental management software: from website to counter

Custom software cost in Lithuania, 2026: our published prices

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