ATAK-CIV 5.8 Plugin — Verified v1.3.0

When the Network Disappears, the Capability Doesn't.

Tactical AI DuckDB turns an operator's Android device into a self-contained mission data platform inside ATAK-CIV 5.8: an embedded DuckDB spatial database, an in-app OGC API tile and feature server, on-device AI, live radar track ingest, H3/GARS grids, SAR planning, ATC-45 damage assessment, offline routing, and public-safety UAS utilities — built for defense, public safety, and emergency management teams operating in DDIL environments.

FOCUS LOCK
Beta Program Now Open

Test the v1.3.0 verified core loop on real hardware and shape the release — sign up & share feedback →

Explore Features

SAR sectors and ATC-45 records with CoT team sharing

TGT-01 AZ 047

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Verified Release

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ATAK-CIV Target

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Capability Domains

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Android SDK

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Local-First

The Local Mission Data Loop

Stage, Query, Analyze, Act, Report

The verified v1.3.0 core loop keeps the entire analytics cycle on the device — no server, no cloud, no dependency on a network you can't trust.

Before the Mission

Pre-stage AOI datasets, GeoPackage and PMTiles layers, MGRS/GARS imports, documents, routing graph packs, and AI models on the device — before you step off, while you still have bandwidth.

During the Mission

In DDIL conditions, query mission data with DuckDB spatial SQL, serve it to the ATAK map as vector or styled raster tiles, summarize it with on-device AI, watch live radar tracks, and broadcast markers and alerts to the team as CoT.

After the Mission

SAR plans, ATC-45 assessments, track history, and mission records stay queryable in the local database for debriefs, compliance, and faster next-mission preparation.

What We Claim Is What Ships

Every feature marked Wired is validated in the v1.3.0 release against the official ATAK-CIV 5.8 SDK. Modules marked Roadmap are present in source, clearly labeled experimental, and fail closed — the plugin reports unavailability rather than fabricating a result. Evaluators get exactly what the label says.

Verified v1.3.0

Core Feature Domains

The wired feature set, organized into the domains evaluators ask about first.

Wired

Spatial Engine & In-App Map Server

Embedded DuckDB spatial SQL plus a localhost serving stack: GeoPackage vector features & vector tiles, MBTiles OSM and PMTiles vector tiles, OGC API Features with CQL filtering, OGC API Tiles with dynamic vector tiles, and GL JSON stylesheets — sprites and glyphs included — rendered to dynamic PNG raster tiles ATAK can display.

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Wired

On-Device AI & ML

Gemma 3N text analysis and summarization via MediaPipe, Gemma 3 4B Vision as the supported VLM, document RAG embeddings, and MobileSAM segmentation — models staged on device, nothing leaves it.

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Wired

AI Agent Chat

Natural-language interface with a tactical tool pack: spatial queries, map manipulation, CoT authoring, and mission tools — every action gated behind an operator confirmation UI.

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Wired

Live Radar Tracks

ASTERIX CAT-048/021/062 on one UDP port — every track on the map and in a live Track Table with CPA, emergency-squawk alerting, DuckDB history analytics, CSV/JSON export, and CoT broadcast.

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Wired

Mission Demo Core Loop

The verified loop in one widget: DuckDB query → on-device AI summary → CoT-ready marker authoring. The fastest way to evaluate what the plugin actually does in the field.

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Wired

Public Safety UAS Suite

BVLOS communications planning, FAA compliance context, and supported search-pattern generation (Expanding Square, Sector, Orbit) for public-safety drone programs.

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Feature Library

Browse the complete feature library — wired v1.3.0 capabilities and clearly labeled roadmap modules.

Wired

H3 & GARS Grid Overlays

Uber H3 hexagonal grids and GARS operational reference grids, GL-rendered directly on the ATAK map for common grid context across the team.

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Wired

Search & Rescue Planning

LKP, search sectors, and clue logging with local DuckDB persistence and CoT broadcast to every ATAK device on the net.

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Wired

ATC-45 Damage Assessment

Structured post-disaster building safety evaluation with DuckDB persistence and text report export. CV-assisted detection is roadmap; the assessment workflow ships now.

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Wired

Document Intelligence & RAG

On-device text extraction from PDF/DOCX/XLSX/PPTX, ONNX MiniLM embeddings, and model-gated Q&A over mission documents — SOPs, TTPs, and reference material.

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Wired

Offline Routing

GraphHopper turn-by-turn navigation from pre-built regional graph packs. Car, foot, and bicycle profiles — zero connectivity required after staging.

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Wired

Batch Import (MGRS/GARS)

Import CSV, TSV, and SQLite with automatic military grid coordinate detection — MGRS and GARS converted to WGS84 geometry in DuckDB.

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Wired

MobileSAM Segmentation

On-device Segment Anything: tap-to-segment imagery with a sideloaded MobileSAM decoder. Model-gated with no fabricated masks — ever.

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Wired

Website Archiver

Capture reference websites for offline field use with real HTTP download — briefing pages, weather outlooks, public documents — before you leave connectivity.

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Wired

SDR Receiver Feed

Software-defined-radio feed decoded on device, persisted to DuckDB, and published to the ATAK map as CoT markers.

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Wired

Sun, Shadow & Day/Night

Solar position calculation, day/night terminator, and light-discipline planning — including solar scoring for overwatch position selection.

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Wired

Adhoc Forms

Dynamic form definitions with geolocated submissions, radius-based spatial queries, and GeoPackage export of submission data.

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Wired

GeoPhoto & GeoCam

Geotagged photo capture with EXIF metadata and MobileSAM-assisted segmentation handoff for field intelligence collection.

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Roadmap

Video Streaming & Live AI

Local file decode and custom .tflite live analysis are wired; RTSP/RTP network streams, DJI telemetry, and bundled detection models are roadmap — fail-closed until validated.

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Roadmap

C2 Protocol Messaging

VMF, JVMF, Link 16, and USMTF adapters plus commercial gateways exist in source; radio/socket transport is honesty-gated OFFLINE until wired and validated end to end.

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Roadmap

Real-Time Data Feeds

Redis, Kafka, WebSocket, and SensorThings feed adapters are source-present roadmap modules with honest fail-closed behavior until live backends are wired.

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Roadmap

Cloud Sync & 3D

rclone multi-provider sync, LiDAR→DTED conversion, and BIM/3D pipelines are present in source with fail-closed gating until each path is validated on device.

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Expanded Operations Modules

Specialized modules for interoperability, incident command, and tactical team operations.

Interoperability & Standards

Protocol and standards modules for operational exchange:

Planning, Mapping & Data Ops

Planning and geospatial workflow modules for field teams:

Public Safety & Incident Command

Incident command and emergency operations modules:

SWAT / HRT Team Ops

Team-level tactical modules for high-risk operations:

Built for the Mission

Defense. Public Safety. Emergency Management.

One plugin, tuned to the workflows of the teams that operate where connectivity fails first.

Defense & Military

Analytics in Denied Environments

The full analytics stack runs on the device — built for DDIL operations doctrine.

  • DuckDB spatial SQL over mission data, fully offline
  • In-app OGC tile/feature serving with GL-styled offline basemaps
  • Live ASTERIX radar track ingest with CPA and CoT air picture
  • H3/GARS grid context and offline GraphHopper routing
  • On-device AI with zero cloud tether — data sovereignty by architecture
Law Enforcement & Tactical

Shared Awareness on the Tactical Net

SWAT/HRT modules broadcast a common operating picture over CoT.

  • Subject intel with hostile CoT and observation logging
  • TCCC casualty cards with MEDEVAC/CCP broadcast
  • Perimeter activation with CoT exclusion zones
  • Structure intel, operator status, and go/no-go decision support
  • SDR receiver feeds published straight to the map
Emergency Management

From Assessment to After-Action

Damage assessment and SAR workflows that survive infrastructure loss.

  • ATC-45 building assessments with DuckDB records and report export
  • SAR planning: LKP, sectors, clues — persisted and CoT-shared
  • Public-safety UAS: search patterns, BVLOS comms, FAA context
  • Document intelligence over plans, SOPs, and reference material
  • Roadmap: fire perimeters, flood telemetry, ICS 209, evacuation planning
Capability Matrix

Wired & Verified in v1.3.0

Every item below is reachable in the shipping release — validated against the official ATAK-CIV 5.8 SDK.

DuckDB Spatial Database

Embedded columnar analytical DB with spatial extension, real JDBC

OGC API Features + CQL Filtering

In-app feature serving from GeoPackage and DuckDB sources

OGC API Tiles / Dynamic Vector Tiles

MVT generated on demand from local vector sources

GPKG, MBTiles & PMTiles Vector Tiles

GeoPackage features/tiles, MBTiles OSM basemaps, and PMTiles archives served in-app

GL Styles → PNG Raster Tiles

GL JSON styles + sprites + glyphs rendered on device — ATAK can't apply them natively

On-Device LLM (Gemma 3N)

Text analysis and summarization via MediaPipe, model staged on device

AI Agent Chat

Tactical tool pack with operator confirmation UI

Vision-Language Model

Gemma 3 4B Vision for on-device image understanding

Live Radar Tracks (ASTERIX)

CAT-048/021/062 ingest, CPA, emergency alerts, DuckDB history

CoT Bus Dispatch

Native Cursor-on-Target messaging, fail-closed if unavailable

H3 + GARS Grid Overlays

GL-rendered operational grid context on the ATAK map

Offline Routing (GraphHopper)

Turn-by-turn from staged regional graph packs

SAR Mission Planning

LKP, sectors, clues with persistence and CoT broadcast

ATC-45 Damage Assessment

Structured records, DuckDB persistence, text report export

Document Text Extraction

PDF, DOCX, XLSX, PPTX on device via PDFBox / POI

Document RAG (Model-Gated)

ONNX MiniLM embeddings, vector search, grounded Q&A

MobileSAM Segmentation

Sideloaded decoder inference — no fabricated masks

Public Safety UAS Suite

BVLOS comms planning, FAA context, search patterns

Batch Import (MGRS/GARS)

CSV/TSV/SQLite with automatic grid conversion

SWAT/HRT CoT Modules

Subject intel, TCCC medical, perimeters, SAR — broadcast to the net

SDR Feed to Map

DuckDB persistence with CoT publish via dispatcher

Website Archiver

Real HTTP capture of reference sites for offline use

Team Voice (LiveKit)

Connect, mute/deafen, participant management

Submission-Hardened Security

Encrypted credentials, no mission-data backup, targetSdk 35, ARM64

Designed for defense, public safety, and emergency response operations

DoD / TAK Users
Law Enforcement
Emergency Mgmt
SAR Teams
Fire / Wildland
Critical Infrastructure

See It In Action

Built for the tactical edge — where connectivity is limited and decisions are critical.

Tactical map with radar contacts

DuckDB query → AI summary → CoT marker, fully offline

Live radar air picture

ASTERIX ingest with CPA, filters, and emergency alerting

Tactical field operations

SAR sectors and ATC-45 records with CoT team sharing

Where It's Headed

Roadmap Modules

Present in source today, labeled experimental, and fail-closed until each is wired and validated end to end.

Roadmap

C2 Protocol Transport

VMF, JVMF, Link 16, and USMTF adapters with commercial gateway bridges (Slack, Teams, Telegram, Signal, XMPP). Transport is honesty-gated OFFLINE until radio/socket paths are validated.

Roadmap

Live Data Feeds

Redis, Kafka, WebSocket, and Esri StreamServer ingestion to live map layers, plus NIFC fire perimeter and USGS flood gauge streaming for public-safety operations.

Roadmap

Cloud Sync & ICS Suite

rclone multi-provider sync (S3, Azure, GCS, Drive), ICS resource status boards, auto-populated ICS 209 situation reports, and NIEM 5.x standards export.

Roadmap

Advanced Vision & Video

Bundled YOLO/WALDO detection models, RTSP/RTP live decode, DJI SDK telemetry, and CV-assisted damage detection — each fails closed until its runtime is present.

Open Full Document + Product Roadmap

Why Teams Choose Tactical AI DuckDB

The engineering decisions that matter when the mission depends on the tool.

A real GIS server, in your pocket.
Embedded DuckDB spatial SQL plus in-app OGC API Features and Tiles serving with CQL filtering and GL-styled raster rendering — the serving stack that normally lives in a data center, running loopback-only on the device.
Data sovereignty by architecture.
Mission data, AI prompts, and models stay on the device unless an operator explicitly configures an external service. No backup extraction, encrypted credentials, loopback-scoped servers.
Honesty you can evaluate.
Fail-closed gating is enforced in the software, not just the marketing: features without their runtime dependencies report unavailability instead of fabricating output. What the label says is what you get.

Frequently Asked Questions

Common questions about Tactical AI DuckDB for ATAK.

What ATAK versions are supported?

Tactical AI DuckDB v1.3.0 targets ATAK-CIV 5.8.0 (plugin-api com.atakmap.app@5.8.0.CIV with the IPlugin lifecycle). The plugin requires Android 9.0 (API 28) or higher on ARM64 devices. For AI model performance we recommend 4GB+ RAM and a modern Snapdragon or equivalent processor.

Request a Demo

See the mission data loop run with the network off — a personalized demonstration for your team.

We typically respond within 1-2 business days. Your information is kept confidential.

Integrations & Protocol Surface

Standards and systems across the wired release and roadmap modules.

DuckDB GeoPackage PMTiles MapLibre GL GL JSON Styles OGC API Features OGC API Tiles CQL Filtering MVT Vector Tiles CoT / XML ASTERIX CAT-048/021/062 MGRS / GARS H3 GraphHopper Google Gemma 3N Gemma 3 4B Vision MediaPipe ONNX / TFLite MobileSAM NMEA / RTK GNSS ATC-45 LiveKit ESRI ArcGIS STAC / CSW / CKAN MBTiles IMDF Indoor Maps VMF / JVMF (roadmap) Link 16 / USMTF (roadmap) Redis / Kafka (roadmap) Rclone (roadmap) NIEM 5.x (roadmap) Signal / XMPP (roadmap)

Ready to Take the Analytics Stack to the Edge?

Contact Tech Maven Geospatial for a live demonstration, licensing details, or integration consulting.