I'd like to share an opinion on the current situation in AI ops, not the coding/tech side.
Right now the market has a pretty clear pattern. Big labs like OpenAI, Anthropic and xAI are building their own desktop AI and computer-use apps. The trick is they still treat this segment as Growth. Maturity is far away. So the biggest players burn money acquiring customers and giving them huge subsidies on tokens vs real cost.
Today the world is getting a huge AI bill, mostly paid by investors. We're running on debt. If there is no real breakthrough, math doesn't lie, there will have to be a cost-effective compromise. Using heavy models for coding is justified. Using them for the simplest things in operations is not, economically.
Our bet is simple. The AI bill will move from investors to users (mostly B2B). Companies will need an app like GPT Desktop, Claude Desktop, Grok Bot, with enterprise-grade integrations, but with the option to use open source and self-hosted models. The big labs can't really agree to that, they lose the token margin.
We're open for BYOK for B2B users!
New integration with Office! Now you can work with your files open LIVE.
We offer AI agent for data processing and files automation: extract PDF invoices into Excel -> no upload, permission-gated, with an audit trail.
Lapu can now support you with your office work for cents.
Our bet is the mix nobody ships: a chat agent that lives on your real PC, not a VM with the precision of RPA and the range of a real assistant.
Most "computer use" tools: OpenAI's Operator, Anthropic's Computer Use take a screenshot, ask an AI where to click, and move the mouse by coordinates, usually on a cloud VM.
Reliable computer use comes from talking to the OS directly through its accessibility and UI-automation APIs, not from a smarter model guessing where a button is.
We're launching Lapu AI today, and I want to share the one clip that made us go "ok, this is the thing."
Our desktop agent runs in the back office, reads files, and types the data into Excel/Word/Pttx by itself. No macros, no template setup, nobody babysitting it.
--->>> Invoices-demo 5 invoices ~$0.02 each ~90 seconds start to finish. (That's straight from the screen recording not a benchmark, just what it cost us on the day.)
Most AI lives in a browser tab and just chats — you still do the work.
Lapu AI is desktop-native: an agent that runs on your machine with direct access to every app, file, terminal & browser you already use.
It plans and executes multi-step tasks across them — no plugins, no API keys, no integrations to wire up.
Stop chatting, start working. You approve every risky step. Windows & macOS.
Free to start.
