Apptimiasp. z o.o.

Rapid AI Voice Agent Development with Vapi, Make, and MCP by Apptimia

Apptimia describes building a practical AI voice agent for front desk automation using Vapi for live calls, Make for post-call workflows, and MCP for dynamic data access. The prototype answers common questions, checks live information such as appointment availability, collects caller details, and sends summary emails. The key lesson: fast prototyping is feasible, but production quality depends on configuration, latency tuning, observability, and fallback design.

Taming Performance in a Real-Time Geospatial Application by Apptimia

ApptiGEO is a geospatial app where users organize everything — map assets, text notes, images, documents, videos, and more — in a single tree hierarchy. The tree sidebar is the backbone of our UI, tightly coupled with an interactive map on the right.The challenge: how do you model 13 different content types under one tree, query them efficiently, and serve them over a real-time WebSocket — without the backend collapsing under its own weight?Let’s start with the data model that made this possible

Integrating NATO STANAG Standards for UAV Payload Device Interoperability by Apptimia

Apptimia implemented a C++ STANAG communication layer for UAV payload integration, enabling gimbals, cameras and sensors from different vendors to exchange structured data reliably. The article explains decoding/encoding binary messages, strict big-endian handling, and why codec boundary code, naming conventions and byte-order tests are critical for interoperability.

Apptifly – Aircraft Tracking System Built with Software Defined Radio by Apptimia

Apptifly is a real-time aircraft tracking platform built with low-cost SDR hardware. An RTL-SDR v3 and Raspberry Pi capture and decode ADS-B aircraft signals, then stream them through a Go backend on AWS to PostgreSQL and WebSocket clients. A React frontend shows live aircraft positions. The project demonstrates an end-to-end, affordable SDR-to-cloud tracking pipeline.

Extending QGroundControl (QGC): Building an Interactive Primary Flight Display (PFD) by Apptimia

Open Source Ground Control Stations: The Feature GapOpen source Ground Control Station (GCS) software has dramatically lowered the barrier to entry for UAV development. Tools like QGroundControl, Mission Planner, and APM Planner give developers and operators a capable, cross-platform starting point - without the cost of proprietary alternatives.However, these platforms are designed for the broadest possible audience. Features standard in certified avionics - interactive flight instruments with p

Using Robot Operating System (ROS 2) in Anti-Drone, Dual-Use Applications by Apptimia

Modern warfare is shifting toward low-cost drone dominance: UAVs costing hundreds or thousands of dollars can threaten assets worth millions. The article describes a ROS 2-based anti-drone prototype built with affordable hardware, PX4, simulation in Gazebo, radar-assisted approach logic, YOLO-based visual detection, and PID control for tracking/interception. It argues that dual-use, open, low-cost systems are reshaping defense economics.