Vuelvo.
Come back.
In Spanish, vuelvo means "I come back." Every rescuer who goes into the jungle, into the storm, into the sea — deserves to come home. We build the sovereign AI that helps bring them back.
On-device intelligence for search-and-rescue, emergency response, and humanitarian operations. Designed from the ground up for environments where the network has already failed.
Built for the
moments that matter.
Vuelvo exists for one reason: to make sure rescue teams can operate with the information they need, wherever the mission takes them — and come back safe.
Jungle search & rescue
Dense canopy kills GPS and radio. A missing hiker. A downed pilot. A lost child. The SAR team moves in with Kognis TAK — 1,275 survival protocols loaded offline, CivTAK grid overlaid on the last known position. No signal required. No cloud required.
Hurricane aftermath
Category 4. Infrastructure gone. First responders fan out across the damage zone. Kognis puts the full national emergency protocol library in every operator's pocket — triage, evacuation, field medical — with zero dependency on towers that no longer exist.
Maritime emergency
Vessel in distress. Coast guard launches at dawn. Kognis TAK connects to the CivTAK common operating picture over local radio, correlates search patterns in real time, and surfaces maritime SAR protocols — entirely on-device, however rough the sea.
Meet Kognis TAK — our first product.
Kognis TAK
Edge-RAG for the disconnected last mile
A tactical AI assistant for humanitarian and first-responder operations in denied, disrupted, intermittent and limited (D-DIL) connectivity environments. Runs entirely on commercial Android hardware. Integrates natively with CivTAK, the NATO-standard situational awareness platform used by 600,000+ operators.
- Hardware
- Samsung S24 Ultra (12 GB RAM)
- Model
- LFM2.5-1.2B Q4_K_M on-device
- RAG
- E5-small · ObjectBox HNSW · 384d
- Protocol
- CoT XML 2.0 (NATO standard)
On-device LLM + RAG
Liquid Foundation Models run fully on-device against a 1,275-protocol knowledge base — no API calls, no cloud, no network permission at runtime.
Bidirectional CivTAK
Native CivTAK integration over local UDP: Kognis reads team positions and areas of operation from the common operating picture, and writes AI-generated markers, hazard annotations, and protocol recommendations back — no internet, no server.
Zero-Signal architecture
The app carries no network permission. Sovereign by design — data cannot leave the device even if it tried.
Kognis TAK integrates natively with the CivTAK / ATAK ecosystem. It consumes the team's common operating picture and contributes back to it — AI-in-the-loop, on the same map every operator is already using.
Let's build what
connectivity can't.
Pilots, knowledge-base partnerships, and investment conversations with civil defense organizations, first-responder agencies, and humanitarian NGOs.