diff --git a/src/_data/publications.json b/src/_data/publications.json
index 44eba53..b204f3a 100644
--- a/src/_data/publications.json
+++ b/src/_data/publications.json
@@ -1,4 +1,14 @@
 [
+  {
+    "year": "2024",
+    "publications": [
+      {
+        "venue": "AAAI",
+        "title": "ESG Accountability Made Easy: DocQA at Your Service",
+        "url": "https://arxiv.org/abs/2311.18481"
+      }
+    ]
+  },
   {
     "year": "2023",
     "publications": [
diff --git a/src/_includes/layout.njk b/src/_includes/layout.njk
index 7112da9..82e6970 100644
--- a/src/_includes/layout.njk
+++ b/src/_includes/layout.njk
@@ -30,6 +30,9 @@
             <a href="#toolkit">
                 Toolkit
             </a>
+            <a href="#use-cases">
+                Cases
+            </a>
             <a href="#publications">
                 Publications
             </a>
diff --git a/src/index.njk b/src/index.njk
index 9806a36..08844fa 100644
--- a/src/index.njk
+++ b/src/index.njk
@@ -215,6 +215,7 @@ title: IBM Deep Search
 </section>
 <section id="use-cases">
     <h2>Use cases</h2>
+
     <h3 id="chemistry">PatCID: Patent Chemical-structure Image Discovery</h3>
     <p>
         PatCID is a collection of molecular structures to speed up discovery of new molecules, automatically and at scale with
@@ -227,6 +228,20 @@ title: IBM Deep Search
     <div>
         <video src="/movies/pat-cid.mp4" controls loop autoplay muted></video>
     </div>
+
+    <h3 id="doc-qa">DocQA: A question-answering conversational assistant on your documents</h3>
+    <p>
+        DocQA enables information extraction from documents via a question-answering conversational assistant. The system integrates
+        several technologies from different AI disciplines consisting of document
+        conversion to machine-readable format (via computer vision), finding relevant data (via natural language processing),
+        and formulating an eloquent response (via large language models). A research paper describing this application is published
+        at the AAAI 2024 conference.
+        <a href="mailto:deepsearch-core@zurich.ibm.com">Contact us</a>
+        for early access.
+    </p>
+    <div>
+        <video src="/movies/doc-qa.mp4" controls loop autoplay muted></video>
+    </div>
 </section>
 <section id="publications">
     <h2>Publications</h2>
diff --git a/src/movies/doc-qa.mp4 b/src/movies/doc-qa.mp4
new file mode 100644
index 0000000..7889098
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