conusweb
conuswebNotes from the work
What deploying AI and custom software inside a company actually looks like: what costs what, what breaks, and what to ask a supplier.
7 min readHow to choose a custom software supplier in SK/CZ, and what to ask
Five areas to go through before signing: architecture, code ownership, GDPR, verifiable references and post-launch support. Plus the warning signs.
Read the article
6 min readHow AI automation works for law firms
Contract review, precedent search, compliance monitoring and due diligence — and why in a legal setting it is the architecture that decides, not the model.
Read the article
8 min readSecurity risks when deploying an LLM into company processes
Six risks that come not from the model but from the architecture around it: data leakage, prompt injection, access separation, agent actions, hallucination and auditing.
Read the article
6 min readHow a multi-tenant vector database serves many clients at once
One AI infrastructure for dozens of clients without their data mixing: metadata filtering, the architectural decisions that matter, and the isolation tests.
Read the article
7 min readWhat custom software costs compared with off-the-shelf SaaS
Cost compared over three to five years: when a subscription wins, when building your own wins, and the hidden costs on both paths.
Read the article
7 min readWhat a custom AI agent costs to build for a B2B company
What actually drives the price of an AI agent: scope of autonomy, integrations, RAG infrastructure, compliance, and the running costs suppliers rarely mention up front.
Read the article
6 min readWhat an AI agent is and how it differs from a chatbot
A chatbot answers the question; an agent completes the task. The architectural difference, three levels of autonomy, and when each is enough.
Read the article
6 min readWhat RAG is and how it works in enterprise chatbots
RAG explained for companies: how the model answers from your own documents, when it beats fine-tuning, and what decides the quality of a deployment.
Read the article
Is something in your company slow or done by hand?
Tell us about it. One call is usually enough to know if we can help. We reply within one working day.