diff --git a/kismet_enrich_from_pcap.py b/kismet_enrich_from_pcap.py
new file mode 100644
index 0000000..1d6bf35
--- /dev/null
+++ b/kismet_enrich_from_pcap.py
@@ -0,0 +1,68 @@
+#!/usr/bin/env python3
+import argparse
+import csv
+from datetime import datetime
+import pyshark
+
+def parse_args():
+    parser = argparse.ArgumentParser()
+    parser.add_argument('--csv', required=True, help='Input speedtest CSV')
+    parser.add_argument('--pcapng', required=True, help='Kismet-generated .pcapng file')
+    parser.add_argument('--output', required=True, help='Output enriched CSV')
+    return parser.parse_args()
+
+def convert_timestamp_to_epoch(ts_string):
+    try:
+        return int(datetime.fromisoformat(ts_string.replace("Z", "+00:00")).timestamp())
+    except Exception as e:
+        print(f"[!] Failed to parse timestamp: {ts_string}")
+        return None
+
+def analyze_pcap(pcapng_path, start_ts, end_ts):
+    # Placeholder: Logic will be added for:
+    # - ClientsOnAP
+    # - ClientsOnChannel
+    # - APsOnChannel
+    # - CongestionScore
+    # - AvgAPSignal
+    # - StrongestAPSignal
+    # - UnlinkedDevices
+    return 0, 0, 0, None, None, None, 0
+
+def main():
+    args = parse_args()
+    with open(args.csv, newline='') as infile, open(args.output, 'w', newline='', encoding='utf-8') as outfile:
+        reader = csv.DictReader(infile)
+        fieldnames = reader.fieldnames + [
+            'ClientsOnAP', 'ClientsOnChannel', 'APsOnChannel', 'CongestionScore',
+            'AvgAPSignal', 'StrongestAPSignal', 'UnlinkedDevices'
+        ]
+        writer = csv.DictWriter(outfile, fieldnames=fieldnames)
+        writer.writeheader()
+
+        for row in reader:
+            tstart = convert_timestamp_to_epoch(row.get("StartTimestamp"))
+            tend = convert_timestamp_to_epoch(row.get("EndTimestamp"))
+
+            if not tstart or not tend:
+                writer.writerow(row)
+                continue
+
+            clients_ap, clients_chan, aps_chan, congestion, avg_signal, strongest_signal, unlinked = analyze_pcap(args.pcapng, tstart, tend)
+
+            row.update({
+                'ClientsOnAP': clients_ap,
+                'ClientsOnChannel': clients_chan,
+                'APsOnChannel': aps_chan,
+                'CongestionScore': congestion,
+                'AvgAPSignal': avg_signal,
+                'StrongestAPSignal': strongest_signal,
+                'UnlinkedDevices': unlinked
+            })
+
+            writer.writerow(row)
+
+    print(f"[+] Enrichment complete: {args.output}")
+
+if __name__ == "__main__":
+    main()
diff --git a/runtest.sh b/runtest.sh
index 8c920d9..722be3c 100755
--- a/runtest.sh
+++ b/runtest.sh
@@ -11,9 +11,12 @@ TEST_FILE="/home/yaro/${BOOT_ID}-speedtest.csv"
 PING_COUNT=25
 PING_TARGET=1.1.1.1
 KISMET_LOG_DIR="/home/yaro/kismet_logs"
+LEAD_TIME=90s
 
 ENRICHED_FILE="${TEST_FILE%}+rf.csv"
 
+sleep $LEAD_TIME
+
 # Function to get current TX failed count
 get_tx_failed() {
   iw dev $INTERFACE station dump | awk '/tx failed/ {print $3}'