diff --git a/services/aggregation/main.py b/services/aggregation/main.py
index 522862b..7821b85 100644
--- a/services/aggregation/main.py
+++ b/services/aggregation/main.py
@@ -6,11 +6,16 @@ import json
 import logging
 
 import asyncpg
+import redis.asyncio as aioredis
 
 from services.aggregation.worker import aggregate_company
 from services.shared.config import load_config
-from services.shared.logging import setup_logging
-from services.shared.redis_keys import QUEUE_AGGREGATION, queue_key
+from services.shared.logging import inject_trace_context, setup_logging
+from services.shared.redis_keys import (
+    QUEUE_AGGREGATION,
+    QUEUE_RECOMMENDATION,
+    queue_key,
+)
 
 logger = logging.getLogger("aggregation_main")
 
@@ -20,11 +25,9 @@ async def main() -> None:
     setup_logging("aggregation", level=config.log_level, json_output=config.json_logs)
 
     pool = await asyncpg.create_pool(dsn=config.postgres.dsn, min_size=2, max_size=8)
-
-    import redis.asyncio as aioredis
-
     redis_client = aioredis.from_url(config.redis.url)
     queue = queue_key(QUEUE_AGGREGATION)
+    rec_queue = queue_key(QUEUE_RECOMMENDATION)
     logger.info("Aggregation worker started, polling %s", queue)
 
     try:
@@ -34,8 +37,7 @@ async def main() -> None:
                 await asyncio.sleep(1)
                 continue
 
-            payload = raw
-            job = json.loads(payload)
+            job = json.loads(raw)
             ticker = job.get("ticker", "")
 
             logger.info("Processing aggregation job for %s", ticker)
@@ -46,6 +48,17 @@ async def main() -> None:
                     "Aggregation complete for %s: %d windows",
                     ticker, len(summaries),
                 )
+
+                # Enqueue recommendation job for each window that produced a trend
+                for summary in summaries:
+                    if summary.trend_strength > 0:
+                        await redis_client.rpush(
+                            rec_queue,
+                            json.dumps(inject_trace_context({
+                                "ticker": ticker,
+                                "window": summary.window.value,
+                            })),
+                        )
             except Exception:
                 logger.exception("Aggregation failed for %s", ticker)
     finally:
diff --git a/services/extractor/main.py b/services/extractor/main.py
index eb2d1b3..a7e25c7 100644
--- a/services/extractor/main.py
+++ b/services/extractor/main.py
@@ -2,20 +2,32 @@
 from __future__ import annotations
 
 import asyncio
+import json
 import logging
 
 import asyncpg
+import redis.asyncio as aioredis
 from minio import Minio
 
 from services.extractor.client import OllamaClient
 from services.extractor.worker import persist_extraction
 from services.shared.config import load_config
-from services.shared.logging import setup_logging
-from services.shared.redis_keys import QUEUE_EXTRACTION, queue_key
+from services.shared.logging import inject_trace_context, setup_logging
+from services.shared.redis_keys import (
+    QUEUE_AGGREGATION,
+    QUEUE_EXTRACTION,
+    queue_key,
+)
 
 logger = logging.getLogger("extractor_main")
 
 
+async def _build_company_id_map(pool: asyncpg.Pool) -> dict[str, str]:
+    """Build a ticker -> company_id mapping from the companies table."""
+    rows = await pool.fetch("SELECT id, ticker FROM companies WHERE active = TRUE")
+    return {row["ticker"]: str(row["id"]) for row in rows}
+
+
 async def main() -> None:
     config = load_config()
     setup_logging("extractor", level=config.log_level, json_output=config.json_logs)
@@ -28,15 +40,15 @@ async def main() -> None:
         secure=config.minio.secure,
     )
     ollama = OllamaClient(config.ollama)
-
-    import json
-
-    import redis.asyncio as aioredis
-
     redis_client = aioredis.from_url(config.redis.url)
     queue = queue_key(QUEUE_EXTRACTION)
+    agg_queue = queue_key(QUEUE_AGGREGATION)
     logger.info("Extractor worker started, polling %s", queue)
 
+    # Pre-load company ID map (refreshed periodically)
+    company_id_map = await _build_company_id_map(pool)
+    refresh_counter = 0
+
     try:
         while True:
             raw = await redis_client.lpop(queue)
@@ -44,24 +56,40 @@ async def main() -> None:
                 await asyncio.sleep(1)
                 continue
 
-            payload = raw
-            job = json.loads(payload)
+            job = json.loads(raw)
             document_id = job.get("document_id", "")
             ticker = job.get("ticker", "")
             text = job.get("text", "") or job.get("normalized_text", "")
 
             logger.info("Processing extraction job for doc %s / %s", document_id, ticker)
 
+            # Refresh company map every 100 jobs
+            refresh_counter += 1
+            if refresh_counter % 100 == 0:
+                company_id_map = await _build_company_id_map(pool)
+
             try:
-                extraction_response = await ollama.extract(text)
-                await persist_extraction(
+                extraction_response = await ollama.extract(
+                    text,
+                    document_id=document_id,
+                    known_tickers=[ticker] if ticker else None,
+                )
+                result = await persist_extraction(
                     pool=pool,
                     minio_client=minio_client,
                     document_id=document_id,
                     ticker=ticker,
                     extraction_response=extraction_response,
+                    company_id_map=company_id_map,
                     document_text_length=len(text),
                 )
+
+                # Enqueue aggregation job for the ticker on success
+                if result.success and ticker:
+                    await redis_client.rpush(
+                        agg_queue,
+                        json.dumps(inject_trace_context({"ticker": ticker})),
+                    )
             except Exception:
                 logger.exception("Extraction failed for doc %s", document_id)
     finally: