Real-time avatar agents: what is inside them
We built avatar agents that talk to users in real time for a client. This is the architecture: a custom system prompt, RAG over company knowledge, voice and latency engineering.
Read moreWe design and build custom web applications, ecommerce integrations and AI agents for companies that need something off-the-shelf tools cannot do. And we run Brymio, the platform we built to run our own company.
We reply within one business day. No sales calls, a straight answer.


Brymio, our own platform: invoicing, time tracking, orders and projects in one account. Built with the same stack, and the same team, you can hire.
What we do
From a clear brief to software in production. Fixed scope and price where possible, and a team you can talk to.
Multi-tenant platforms, internal dashboards, client portals and workflow automation. Next.js, TypeScript and PostgreSQL in production.
Learn moreCustom themes, private apps, ERP and invoicing integrations, migrations and ongoing support for stores that sell in Europe.
Learn moreAssistants with your company's knowledge, document extraction, real-time avatar agents and LLM automation. Measured, not demoed.
Learn moreArchitecture, stack and performance reviews, a realistic AI adoption plan, or senior engineers joining your team.
Learn moreInvoicing, time tracking, your Shopify or WooCommerce store, projects, site audits and now a search engine for your storefront. Six modules, one account, one bill, and a free plan to start.

Why Krokanti Software
A small senior team that ships its own products, works with AI every day and answers the phone.
How we work
Four steps, each with something you can see.
We start from your goal, not from a feature list. What has to change in your business, who will use it and what it is worth to you.
We propose scope, architecture and timeline, with a closed budget wherever the scope allows it. You know what you are buying before we start.
You use something real early. Weekly demos, and the first version in front of your users before the whole thing is built.
Deployment, monitoring, documentation and handover. And we stay available: maintenance, new features or simply questions.
From the blog
We built avatar agents that talk to users in real time for a client. This is the architecture: a custom system prompt, RAG over company knowledge, voice and latency engineering.
Read moreThe seven criteria that separate a serious time-and-attendance app from a toy: tamper-proofing, exports, absences, punch methods, legal geolocation, pricing and GDPR.
Read moreNo hype: how we use AI in our own SaaS, what we built for clients (including real-time avatar agents) and the six lessons we wish we had known earlier.
Read moreTell us what you need: a custom application, an integration, AI in a process, or simply a second opinion. Or start with Brymio today, for free.