diff --git a/README.md b/README.md
index 32b862b..77ee7a0 100644
--- a/README.md
+++ b/README.md
@@ -88,6 +88,7 @@ _Supported Deno verisons:_ **^1.40.0**
     - [Zod](#zod)
       - [zodModel()](#zodmodel)
       - [Kv-Schemas](#kv-schemas)
+  - [Blob Storage](#blob-storage)
   - [Development](#development)
   - [License](#license)
 
@@ -1293,6 +1294,25 @@ const PostSchema = z.object({
 })
 ```
 
+## Blob Storage
+
+To store large blob sizes, and bypass the data limit of a single atomic
+operation, a combination of serialized collections and the `atomicBatchSize`
+option for write operations can be used.
+
+```ts
+import { collection, kvdex, model } from "jsr:@olli/kvdex"
+
+const kv = await Deno.openKv()
+const db = kvdex(kv, {
+  blobs: collection(model<Uint8Array>(), { serialize: "json" }),
+})
+
+const blob = // read from disk, etc.
+
+const result = await db.blobs.add(blob, { atomicBatchSize: 10 })
+```
+
 ## Development
 
 Any contributions are welcomed and appreciated. How to contribute:
diff --git a/deno.json b/deno.json
index 7bdb3ef..8307655 100644
--- a/deno.json
+++ b/deno.json
@@ -1,6 +1,6 @@
 {
   "name": "@olli/kvdex",
-  "version": "0.33.0",
+  "version": "0.33.1",
   "exports": {
     ".": "./mod.ts",
     "./ext/zod": "./ext/zod.ts"
diff --git a/src/atomic_pool.ts b/src/atomic_pool.ts
new file mode 100644
index 0000000..07327f7
--- /dev/null
+++ b/src/atomic_pool.ts
@@ -0,0 +1,63 @@
+import type { AtomicSetOptions } from "./types.ts"
+
+export class AtomicPool implements Deno.AtomicOperation {
+  private pool: Array<(op: Deno.AtomicOperation) => Deno.AtomicOperation>
+
+  constructor() {
+    this.pool = []
+  }
+
+  set(key: Deno.KvKey, value: unknown, options?: AtomicSetOptions) {
+    this.pool.push((op) => op.set(key, value, options))
+    return this
+  }
+
+  delete(key: Deno.KvKey) {
+    this.pool.push((op) => op.delete(key))
+    return this
+  }
+
+  mutate(...mutations: Deno.KvMutation[]) {
+    this.pool.push((op) => op.mutate(...mutations))
+    return this
+  }
+
+  check(...checks: Deno.AtomicCheck[]) {
+    this.pool.push((op) => op.check(...checks))
+    return this
+  }
+
+  sum(key: Deno.KvKey, n: bigint) {
+    this.pool.push((op) => op.sum(key, n))
+    return this
+  }
+
+  max(key: Deno.KvKey, n: bigint) {
+    this.pool.push((op) => op.max(key, n))
+    return this
+  }
+
+  min(key: Deno.KvKey, n: bigint): this {
+    this.pool.push((op) => op.min(key, n))
+    return this
+  }
+
+  enqueue(
+    value: unknown,
+    options?: {
+      delay?: number | undefined
+      keysIfUndelivered?: Deno.KvKey[] | undefined
+    } | undefined,
+  ) {
+    this.pool.push((op) => op.enqueue(value, options))
+    return this
+  }
+
+  commit(): Promise<Deno.KvCommitResult | Deno.KvCommitError> {
+    throw Error("Not Implemented")
+  }
+
+  bindTo(atomic: Deno.AtomicOperation) {
+    this.pool.forEach((mutation) => mutation(atomic))
+  }
+}
diff --git a/src/atomic_wrapper.ts b/src/atomic_wrapper.ts
index e37d253..1884621 100644
--- a/src/atomic_wrapper.ts
+++ b/src/atomic_wrapper.ts
@@ -1,5 +1,5 @@
 import { ATOMIC_OPERATION_MUTATION_LIMIT } from "./constants.ts"
-import type { SetOptions } from "./types.ts"
+import type { AtomicSetOptions } from "./types.ts"
 import { clamp } from "./utils.ts"
 
 export class AtomicWrapper implements Deno.AtomicOperation {
@@ -24,7 +24,7 @@ export class AtomicWrapper implements Deno.AtomicOperation {
     )
   }
 
-  set(key: Deno.KvKey, value: unknown, options?: SetOptions) {
+  set(key: Deno.KvKey, value: unknown, options?: AtomicSetOptions) {
     this.addMutation((op) => op.set(key, value, options))
     return this
   }
diff --git a/src/collection.ts b/src/collection.ts
index 1773a9e..f9f559c 100644
--- a/src/collection.ts
+++ b/src/collection.ts
@@ -43,6 +43,7 @@ import type {
 import {
   allFulfilled,
   checkIndices,
+  clamp,
   compress,
   createHandlerId,
   createListOptions,
@@ -64,6 +65,7 @@ import {
   setIndices,
 } from "./utils.ts"
 import {
+  ATOMIC_OPERATION_MUTATION_LIMIT,
   DEFAULT_UPDATE_STRATEGY,
   HISTORY_KEY_PREFIX,
   ID_KEY_PREFIX,
@@ -75,6 +77,7 @@ import {
   UNDELIVERED_KEY_PREFIX,
 } from "./constants.ts"
 import { AtomicWrapper } from "./atomic_wrapper.ts"
+import { AtomicPool } from "./atomic_pool.ts"
 import { Document } from "./document.ts"
 import { model } from "./model.ts"
 import { concat, deepMerge, ulid } from "./deps.ts"
@@ -1905,15 +1908,20 @@ export class Collection<
     options: SetOptions | undefined,
   ): Promise<CommitResult<TOutput> | Deno.KvCommitError> {
     // Initialize atomic operation and keys list
-    const atomic = this.kv.atomic()
     const ids: KvId[] = []
     let docValue: any = value
     const isUint8Array = value instanceof Uint8Array
     const timeId = ulid()
 
+    const atomicBatchSize = options?.atomicBatchSize &&
+      clamp(1, options?.atomicBatchSize, ATOMIC_OPERATION_MUTATION_LIMIT)
+
+    const operationPool = new AtomicPool()
+    const indexOperationPool = new AtomicPool()
+
     // Check for id collision
     if (!options?.overwrite) {
-      atomic.check({
+      operationPool.check({
         key: idKey,
         versionstamp: null,
       })
@@ -1932,7 +1940,8 @@ export class Collection<
         const part = compressed.subarray(i, i + UINT8ARRAY_LENGTH_LIMIT)
         const key = extendKey(this._keys.segment, docId, index)
         ids.push(index)
-        atomic.set(key, part, options)
+
+        operationPool.set(key, part, options)
 
         // Set history segments if keeps history
         if (this._keepsHistory) {
@@ -1943,7 +1952,7 @@ export class Collection<
             index,
           )
 
-          atomic.set(historySegmentKey, part)
+          operationPool.set(historySegmentKey, part)
         }
 
         index++
@@ -1959,7 +1968,7 @@ export class Collection<
     }
 
     // Set document entry
-    atomic.set(idKey, docValue, options)
+    operationPool.set(idKey, docValue, options)
 
     // Set history entry if keeps history
     if (this._keepsHistory) {
@@ -1971,7 +1980,7 @@ export class Collection<
         value: docValue,
       }
 
-      atomic.set(historyKey, historyEntry)
+      operationPool.set(historyKey, historyEntry)
     }
 
     // Set indices if is indexable
@@ -1980,17 +1989,69 @@ export class Collection<
         docId,
         value as KvObject,
         docValue,
-        atomic,
+        indexOperationPool,
         this,
         options,
       )
     }
 
-    // Commit atomic operation
-    const cr = await atomic.commit()
+    // Initialize index check, commit result and atomic operation
+    let indexCheck = false
+    let cr: Deno.KvCommitResult | Deno.KvCommitError = { ok: false }
+
+    const atomic = atomicBatchSize
+      ? new AtomicWrapper(this.kv, atomicBatchSize)
+      : this.kv.atomic()
+
+    // Perform index mutations first if operation is batched, else bind all mutations to main operation
+    if (atomicBatchSize) {
+      const indexAtomic = this.kv.atomic()
+      indexOperationPool.bindTo(indexAtomic)
+      const indexCr = await indexAtomic.commit()
+      indexCheck = indexCr.ok
+    } else {
+      indexOperationPool.bindTo(atomic)
+    }
+
+    // Bind remaining mutations to main operation
+    operationPool.bindTo(atomic)
+
+    // Commit operation if not batched or if index setters completed successfully
+    if (!atomicBatchSize || indexCheck) {
+      cr = await atomic.commit()
+    }
 
     // Handle failed operation
     if (!cr.ok) {
+      // Delete any entries upon failed batched operation
+      if (atomicBatchSize && indexCheck) {
+        const failedAtomic = new AtomicWrapper(this.kv, atomicBatchSize)
+
+        if (this._keepsHistory) {
+          const historyKey = extendKey(this._keys.history, docId, timeId)
+          failedAtomic.delete(historyKey)
+        }
+
+        if (this._isSerialized) {
+          const { ids } = docValue as SerializedEntry
+          ids.forEach((id) =>
+            failedAtomic.delete(extendKey(this._keys.segment, docId, id))
+          )
+        }
+
+        if (this._isIndexable) {
+          deleteIndices(
+            docId,
+            value as KvObject,
+            failedAtomic,
+            this,
+          )
+        }
+
+        await failedAtomic.commit()
+      }
+
+      // Return commit error if no remaining retry attempts
       const retry = options?.retry ?? 0
       if (!retry) {
         return {
@@ -1998,6 +2059,7 @@ export class Collection<
         }
       }
 
+      // Retry operation and decrement retry count
       return await this.setDoc(docId, idKey, value, {
         ...options,
         retry: retry - 1,
diff --git a/src/types.ts b/src/types.ts
index 1f3613e..24d3206 100644
--- a/src/types.ts
+++ b/src/types.ts
@@ -363,6 +363,13 @@ export type SetOptions = NonNullable<Parameters<Deno.Kv["set"]>["2"]> & {
    * @default false
    */
   overwrite?: boolean
+
+  /**
+   * The max number of mutations to be batched in a single atomic operation.
+   *
+   * If not set, the operation will not be batched, and will pool all mutations into a single atomic operation.
+   */
+  atomicBatchSize?: number
 }
 
 export type ListOptions<T> = Deno.KvListOptions & {
@@ -393,7 +400,7 @@ export type HandleManyOptions<T> = ListOptions<T> & {
 }
 
 export type AtomicBatchOptions = {
-  /** Batch size of atomic operations where applicable */
+  /** Max number of mutations to be batched in a single atomic operation */
   atomicBatchSize?: number
 }