diff --git a/include/circt/Dialect/AIG/AIGPasses.td b/include/circt/Dialect/AIG/AIGPasses.td
index 2a7285ac36b8..4950aa4a3b2d 100644
--- a/include/circt/Dialect/AIG/AIGPasses.td
+++ b/include/circt/Dialect/AIG/AIGPasses.td
@@ -15,4 +15,9 @@ def LowerVariadic : Pass<"aig-lower-variadic", "hw::HWModuleOp"> {
   let summary = "Lower variadic AndInverter operations to binary AndInverter";
 }
 
+def LowerWordToBits : Pass<"aig-lower-word-to-bits", "hw::HWModuleOp"> {
+  let summary = "Lower multi-bit AndInverter to single-bit ones";
+  let dependentDialects = ["comb::CombDialect"];
+}
+
 #endif // CIRCT_DIALECT_AIG_AIGPASSES_TD
diff --git a/lib/Dialect/AIG/CMakeLists.txt b/lib/Dialect/AIG/CMakeLists.txt
index 4a31ca574d0c..16c312ec2240 100644
--- a/lib/Dialect/AIG/CMakeLists.txt
+++ b/lib/Dialect/AIG/CMakeLists.txt
@@ -13,4 +13,4 @@ add_circt_dialect_library(CIRCTAIG
   MLIRAIGIncGen
 )
 
-add_subdirectory(Transforms)
\ No newline at end of file
+add_subdirectory(Transforms)
diff --git a/lib/Dialect/AIG/Transforms/CMakeLists.txt b/lib/Dialect/AIG/Transforms/CMakeLists.txt
index a6886bf7d888..045734e122b6 100644
--- a/lib/Dialect/AIG/Transforms/CMakeLists.txt
+++ b/lib/Dialect/AIG/Transforms/CMakeLists.txt
@@ -1,5 +1,6 @@
 add_circt_dialect_library(CIRCTAIGTransforms
   LowerVariadic.cpp
+  LowerWordToBits.cpp
 
   DEPENDS
   CIRCTAIGPassesIncGen
diff --git a/lib/Dialect/AIG/Transforms/LowerWordToBits.cpp b/lib/Dialect/AIG/Transforms/LowerWordToBits.cpp
new file mode 100644
index 000000000000..27cee5ebe7be
--- /dev/null
+++ b/lib/Dialect/AIG/Transforms/LowerWordToBits.cpp
@@ -0,0 +1,103 @@
+//===- LowerWordToBits.cpp - Bit-Blasting Words to Bits ---------*- C++ -*-===//
+//
+// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
+// See https://llvm.org/LICENSE.txt for license information.
+// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
+//
+//===----------------------------------------------------------------------===//
+//
+// This pass lowers multi-bit AIG operations to single-bit ones.
+//
+//===----------------------------------------------------------------------===//
+
+#include "circt/Dialect/AIG/AIGOps.h"
+#include "circt/Dialect/AIG/AIGPasses.h"
+#include "circt/Dialect/Comb/CombOps.h"
+#include "circt/Dialect/HW/HWOps.h"
+#include "mlir/Transforms/GreedyPatternRewriteDriver.h"
+
+#define DEBUG_TYPE "aig-lower-word-to-bits"
+
+namespace circt {
+namespace aig {
+#define GEN_PASS_DEF_LOWERWORDTOBITS
+#include "circt/Dialect/AIG/AIGPasses.h.inc"
+} // namespace aig
+} // namespace circt
+
+using namespace circt;
+using namespace aig;
+
+//===----------------------------------------------------------------------===//
+// Rewrite patterns
+//===----------------------------------------------------------------------===//
+
+namespace {
+
+struct WordRewritePattern : public OpRewritePattern<AndInverterOp> {
+  using OpRewritePattern<AndInverterOp>::OpRewritePattern;
+
+  LogicalResult matchAndRewrite(AndInverterOp op,
+                                PatternRewriter &rewriter) const override {
+    auto width = op.getType().getIntOrFloatBitWidth();
+    if (width <= 1)
+      return failure();
+
+    SmallVector<Value> results;
+    // We iterate over the width in reverse order to match the endianness of
+    // `comb.concat`.
+    for (int64_t i = width - 1; i >= 0; --i) {
+      SmallVector<Value> operands;
+      for (auto operand : op.getOperands()) {
+        // Reuse bits if we can extract from `comb.concat` operands.
+        if (auto concat = operand.getDefiningOp<comb::ConcatOp>()) {
+          // For the simplicity, we only handle the case where all the
+          // `comb.concat` operands are single-bit.
+          if (concat.getNumOperands() == width &&
+              llvm::all_of(concat.getOperandTypes(), [](Type type) {
+                return type.getIntOrFloatBitWidth() == 1;
+              })) {
+            // Be careful with the endianness here.
+            operands.push_back(concat.getOperand(width - i - 1));
+            continue;
+          }
+        }
+        // Otherwise, we need to extract the bit.
+        operands.push_back(
+            rewriter.create<comb::ExtractOp>(op.getLoc(), operand, i, 1));
+      }
+      results.push_back(rewriter.create<AndInverterOp>(op.getLoc(), operands,
+                                                       op.getInvertedAttr()));
+    }
+
+    rewriter.replaceOpWithNewOp<comb::ConcatOp>(op, results);
+    return success();
+  }
+};
+
+} // namespace
+
+//===----------------------------------------------------------------------===//
+// Lower Word to Bits pass
+//===----------------------------------------------------------------------===//
+
+namespace {
+struct LowerWordToBitsPass
+    : public impl::LowerWordToBitsBase<LowerWordToBitsPass> {
+  void runOnOperation() override;
+};
+} // namespace
+
+void LowerWordToBitsPass::runOnOperation() {
+  RewritePatternSet patterns(&getContext());
+  patterns.add<WordRewritePattern>(&getContext());
+
+  mlir::FrozenRewritePatternSet frozenPatterns(std::move(patterns));
+  mlir::GreedyRewriteConfig config;
+  // Use top-down traversal to reuse bits from `comb.concat`.
+  config.useTopDownTraversal = true;
+
+  if (failed(mlir::applyPatternsAndFoldGreedily(getOperation(), frozenPatterns,
+                                                config)))
+    return signalPassFailure();
+}
diff --git a/test/Dialect/AIG/lower-word-to-bits.mlir b/test/Dialect/AIG/lower-word-to-bits.mlir
new file mode 100644
index 000000000000..3b7654f2bcc9
--- /dev/null
+++ b/test/Dialect/AIG/lower-word-to-bits.mlir
@@ -0,0 +1,16 @@
+// RUN: circt-opt %s --aig-lower-word-to-bits | FileCheck %s
+// CHECK: hw.module @Basic
+hw.module @Basic(in %a: i2, in %b: i2, out f: i2) {
+  %0 = aig.and_inv not %a, %b : i2
+  %1 = aig.and_inv not %0, not %0 : i2
+  // CHECK-NEXT: %[[EXTRACT_A_1:.+]] = comb.extract %a from 1
+  // CHECK-NEXT: %[[EXTRACT_B_1:.+]] = comb.extract %b from 1
+  // CHECK-NEXT: %[[AND_INV_0:.+]] = aig.and_inv not %[[EXTRACT_A_1]], %[[EXTRACT_B_1]]
+  // CHECK-NEXT: %[[EXTRACT_A_0:.+]] = comb.extract %a from 0
+  // CHECK-NEXT: %[[EXTRACT_B_0:.+]] = comb.extract %b from 0
+  // CHECK-NEXT: %[[AND_INV_1:.+]] = aig.and_inv not %[[EXTRACT_A_0]], %[[EXTRACT_B_0]]
+  // CHECK-NEXT: %[[AND_INV_2:.+]] = aig.and_inv not %[[AND_INV_0]], not %[[AND_INV_0]]
+  // CHECK-NEXT: %[[AND_INV_3:.+]] = aig.and_inv not %[[AND_INV_1]], not %[[AND_INV_1]]
+  // CHECK-NEXT: %[[CONCAT:.+]] = comb.concat %[[AND_INV_2]], %[[AND_INV_3]]
+  hw.output %1 : i2
+}