diff --git a/.env.sample b/.env.sample
index 4ea839e..87cbab9 100644
--- a/.env.sample
+++ b/.env.sample
@@ -63,3 +63,10 @@ EXPORT_GEOJSON_STREAM_BATCH_CAP=200  # Max batch size for streaming
 
 # Metrics endpoint access control (comma-separated IPs/CIDRs)
 METRICS_ALLOWED_IPS=127.0.0.1,10.0.0.0/8,172.16.0.0/12,192.168.0.0/16,::1
+
+# Self-hosted routing engines (POI distance calculator)
+OSRM_FOOT_URL=http://osrm-foot:5000      # OSRM walking profile
+OSRM_BICYCLE_URL=http://osrm-bicycle:5000 # OSRM cycling profile
+OTP_URL=http://otp:8080                   # OpenTripPlanner for transit
+OSRM_BATCH_SIZE=50                        # Origins per OSRM /table request
+OTP_MAX_CONCURRENT=10                     # Max concurrent OTP requests
diff --git a/docker-compose.yml b/docker-compose.yml
index e0f4eb0..2b631bb 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -140,6 +140,45 @@ services:
     networks:
       - rec-network
 
+  osrm-foot:
+    image: ghcr.io/project-osrm/osrm-backend:latest
+    container_name: rec-osrm-foot
+    command: ["osrm-routed", "--algorithm", "MLD", "/data/foot/greater-london-latest.osrm"]
+    volumes:
+      - osrm_data:/data
+    ports:
+      - "5100:5000"
+    networks:
+      - rec-network
+    profiles:
+      - routing
+
+  osrm-bicycle:
+    image: ghcr.io/project-osrm/osrm-backend:latest
+    container_name: rec-osrm-bicycle
+    command: ["osrm-routed", "--algorithm", "MLD", "/data/bicycle/greater-london-latest.osrm"]
+    volumes:
+      - osrm_data:/data
+    ports:
+      - "5101:5000"
+    networks:
+      - rec-network
+    profiles:
+      - routing
+
+  otp:
+    image: opentripplanner/opentripplanner:2.6.0
+    container_name: rec-otp
+    command: ["--load", "--serve"]
+    volumes:
+      - otp_data:/var/opentripplanner
+    ports:
+      - "8080:8080"
+    networks:
+      - rec-network
+    profiles:
+      - routing
+
 networks:
   rec-network:
     driver: bridge
@@ -150,3 +189,5 @@ volumes:
   app_venv:
   frontend_node_modules:
   caddy_data:
+  osrm_data:
+  otp_data:
diff --git a/scripts/osrm-setup.sh b/scripts/osrm-setup.sh
new file mode 100755
index 0000000..d61d1ef
--- /dev/null
+++ b/scripts/osrm-setup.sh
@@ -0,0 +1,78 @@
+#!/usr/bin/env bash
+# OSRM data setup script for Greater London
+# Downloads OSM extract and pre-processes for foot and bicycle profiles.
+#
+# Usage:
+#   ./scripts/osrm-setup.sh [DATA_DIR]
+#
+# DATA_DIR defaults to ./osrm-data/
+# The processed data is suitable for mounting into OSRM Docker containers.
+
+set -euo pipefail
+
+DATA_DIR="${1:-./osrm-data}"
+GEOFABRIK_URL="https://download.geofabrik.de/europe/great-britain/england/greater-london-latest.osm.pbf"
+OSM_FILE="greater-london-latest.osm.pbf"
+OSRM_IMAGE="ghcr.io/project-osrm/osrm-backend:latest"
+
+echo "==> OSRM Setup for Greater London"
+echo "    Data directory: ${DATA_DIR}"
+
+mkdir -p "${DATA_DIR}/foot" "${DATA_DIR}/bicycle"
+
+# Download OSM extract if not present
+if [ ! -f "${DATA_DIR}/${OSM_FILE}" ]; then
+    echo "==> Downloading Greater London OSM extract..."
+    curl -L -o "${DATA_DIR}/${OSM_FILE}" "${GEOFABRIK_URL}"
+else
+    echo "==> OSM extract already downloaded"
+fi
+
+# Process for foot profile
+if [ ! -f "${DATA_DIR}/foot/greater-london-latest.osrm" ]; then
+    echo "==> Processing foot profile..."
+    cp "${DATA_DIR}/${OSM_FILE}" "${DATA_DIR}/foot/${OSM_FILE}"
+
+    docker run --rm -v "${DATA_DIR}/foot:/data" "${OSRM_IMAGE}" \
+        osrm-extract -p /opt/foot.lua "/data/${OSM_FILE}"
+
+    docker run --rm -v "${DATA_DIR}/foot:/data" "${OSRM_IMAGE}" \
+        osrm-partition "/data/greater-london-latest.osrm"
+
+    docker run --rm -v "${DATA_DIR}/foot:/data" "${OSRM_IMAGE}" \
+        osrm-customize "/data/greater-london-latest.osrm"
+
+    # Clean up the source PBF from the profile dir
+    rm -f "${DATA_DIR}/foot/${OSM_FILE}"
+    echo "==> Foot profile ready"
+else
+    echo "==> Foot profile already processed"
+fi
+
+# Process for bicycle profile
+if [ ! -f "${DATA_DIR}/bicycle/greater-london-latest.osrm" ]; then
+    echo "==> Processing bicycle profile..."
+    cp "${DATA_DIR}/${OSM_FILE}" "${DATA_DIR}/bicycle/${OSM_FILE}"
+
+    docker run --rm -v "${DATA_DIR}/bicycle:/data" "${OSRM_IMAGE}" \
+        osrm-extract -p /opt/bicycle.lua "/data/${OSM_FILE}"
+
+    docker run --rm -v "${DATA_DIR}/bicycle:/data" "${OSRM_IMAGE}" \
+        osrm-partition "/data/greater-london-latest.osrm"
+
+    docker run --rm -v "${DATA_DIR}/bicycle:/data" "${OSRM_IMAGE}" \
+        osrm-customize "/data/greater-london-latest.osrm"
+
+    rm -f "${DATA_DIR}/bicycle/${OSM_FILE}"
+    echo "==> Bicycle profile ready"
+else
+    echo "==> Bicycle profile already processed"
+fi
+
+echo ""
+echo "==> OSRM setup complete!"
+echo "    Mount ${DATA_DIR} as /data in OSRM containers."
+echo ""
+echo "    Example:"
+echo "      docker run -p 5100:5000 -v ${DATA_DIR}:/data ${OSRM_IMAGE} \\"
+echo "        osrm-routed --algorithm MLD /data/foot/greater-london-latest.osrm"
diff --git a/scripts/otp-setup.sh b/scripts/otp-setup.sh
new file mode 100755
index 0000000..99dad89
--- /dev/null
+++ b/scripts/otp-setup.sh
@@ -0,0 +1,94 @@
+#!/usr/bin/env bash
+# OpenTripPlanner data setup script for Greater London
+# Downloads OSM extract and TfL GTFS feeds for transit routing.
+#
+# Usage:
+#   ./scripts/otp-setup.sh [DATA_DIR]
+#
+# DATA_DIR defaults to ./otp-data/
+# The directory is suitable for mounting as /var/opentripplanner in OTP container.
+
+set -euo pipefail
+
+DATA_DIR="${1:-./otp-data}"
+GEOFABRIK_URL="https://download.geofabrik.de/europe/great-britain/england/greater-london-latest.osm.pbf"
+OSM_FILE="greater-london-latest.osm.pbf"
+
+# TfL GTFS feeds (Bus Open Data Service + TfL open data)
+# These URLs may need updating; check https://data.bus-data.dft.gov.uk/ and TfL API
+TFL_GTFS_URLS=(
+    "https://data.bus-data.dft.gov.uk/timetable/download/gtfs-file/london/"
+)
+
+echo "==> OTP Setup for Greater London"
+echo "    Data directory: ${DATA_DIR}"
+
+mkdir -p "${DATA_DIR}"
+
+# Download OSM extract
+if [ ! -f "${DATA_DIR}/${OSM_FILE}" ]; then
+    echo "==> Downloading Greater London OSM extract..."
+    curl -L -o "${DATA_DIR}/${OSM_FILE}" "${GEOFABRIK_URL}"
+else
+    echo "==> OSM extract already downloaded"
+fi
+
+# Download GTFS feeds
+for i in "${!TFL_GTFS_URLS[@]}"; do
+    GTFS_FILE="gtfs-london-${i}.zip"
+    if [ ! -f "${DATA_DIR}/${GTFS_FILE}" ]; then
+        echo "==> Downloading GTFS feed ${i}..."
+        curl -L -o "${DATA_DIR}/${GTFS_FILE}" "${TFL_GTFS_URLS[$i]}" || {
+            echo "    WARNING: Failed to download GTFS feed from ${TFL_GTFS_URLS[$i]}"
+            echo "    You may need to manually download GTFS data."
+            echo "    Check: https://data.bus-data.dft.gov.uk/"
+            echo "    Place .zip files in ${DATA_DIR}/"
+        }
+    else
+        echo "==> GTFS feed ${i} already downloaded"
+    fi
+done
+
+# Create OTP build config if not present
+if [ ! -f "${DATA_DIR}/build-config.json" ]; then
+    echo "==> Creating OTP build config..."
+    cat > "${DATA_DIR}/build-config.json" << 'EOF'
+{
+  "osm": [
+    {
+      "source": "greater-london-latest.osm.pbf"
+    }
+  ],
+  "transitFeeds": [
+    {
+      "type": "gtfs",
+      "source": "gtfs-london-0.zip"
+    }
+  ]
+}
+EOF
+fi
+
+# Create OTP router config if not present
+if [ ! -f "${DATA_DIR}/router-config.json" ]; then
+    echo "==> Creating OTP router config..."
+    cat > "${DATA_DIR}/router-config.json" << 'EOF'
+{
+  "routingDefaults": {
+    "walkSpeed": 1.3,
+    "bikeSpeed": 5.0,
+    "numItineraries": 3
+  }
+}
+EOF
+fi
+
+echo ""
+echo "==> OTP setup complete!"
+echo "    Mount ${DATA_DIR} as /var/opentripplanner in OTP container."
+echo ""
+echo "    OTP will build the transit graph on first startup (~2 min for London)."
+echo ""
+echo "    Example:"
+echo "      docker run -p 8080:8080 -v ${DATA_DIR}:/var/opentripplanner \\"
+echo "        opentripplanner/opentripplanner:2.6.0 --load --serve"