AI-Powered Telecom Log Analysis

We support any plaintext log file — modem diagnostic exports from Qualcomm QCAT, MediaTek MTKLogger, Samsung CP logs, Android logcat (including radio buffer), dmesg/kernel logs, and pcap captures. The key requirement is that logs must be in human-readable text format.

You will need vendor tools to capture and export modem diagnostic logs as plaintext — Qualcomm QCAT/QXDM, MediaTek ELT, Samsung ShannonDM, etc. However, logcat.ai itself requires no special tools or plugins. Once you have plaintext logs, simply upload them. If you already have plaintext logs from logcat, dmesg, or other sources, you can upload those directly without any vendor tools.

Not currently. Proprietary binary formats (Qualcomm DLF/ISF, MediaTek MCL, etc.) must be exported to plaintext using their respective vendor tools before uploading. We work with any plaintext output regardless of which tool produced it. This applies to all binary log formats — DLF, ISF, HDF, QMDL, QMDL2, and any other vendor-specific binary encoding. If your tool can export it as text, we can analyze it.

Our AI understands NAS (EMM/ESM for LTE, 5GMM/5GSM for NR), RRC, SIP/IMS, MAC/PHY layer messages, and their interactions. It can trace issues across protocol layers and identify root causes. This is not an exhaustive list — the AI works with any plaintext protocol messages including GTP, RTP, PDCP, RLC, and others as long as they appear in your logs.

Deep Research performs multi-step AI investigations within your log file. It iteratively searches for relevant events, follows protocol flows, and builds a comprehensive analysis — similar to how an expert engineer would manually trace through the logs, but in seconds.

Deep Research investigates a single log file in depth — it searches, analyzes, and follows protocol flows within one file. Delta is a multi-file comparison engine — you upload two or more log files (e.g., modem export + logcat radio + kernel log) and Delta correlates events across all of them. Use Deep Research when you have one file and a question. Use Delta when you need to connect events across multiple files, compare behavior between devices, or track down cross-layer issues.

Yes. Your logs are processed in isolated environments, encrypted at rest and in transit, and never shared between users. We understand telecom logs may contain sensitive network configurations — see our privacy policy for full details.