-- compare · autessadb vs pinecone
AutessaDB vs Pinecone: a Pinecone alternative for AI apps
Pinecone is a leading vector database, with Assistant for document chat and Nexus for compiling knowledge for agents. AutessaDB is for teams whose search should live next to the records it describes: it indexes a column on every write, applies each row’s security to every search, and keeps structured queries, triggers and a columnar SQL data lake on the same data.
-- side by side
AutessaDB and Pinecone, side by side
| capability | AutessaDB | Pinecone |
|---|---|---|
| Columnar data lake with analytical SQL | Same product as your tables | Not listed |
| Typed relational tables with joins | The same table you search | Vector records with metadata |
| Search results filtered per end user | Row rules on every search | Project roles; Nexus access filters |
| Search refused on masked or hidden columns | Included | Not listed |
| Notes for files and transcripts for audio | Automatic | Files via Assistant; audio not listed |
| AI enrichment with summaries, key facts and likely questions | On every indexed value | Not listed |
| Group-by aggregates on the data you search | COUNT, SUM, AVG with HAVING | Not listed |
| Triggers that run agents and tools | Included | Not listed |
| Full headless access (Autessa MCP) | Under your row rules | Own MCP for integrated-embedding indexes |
| 100% customizable, code and all (Autobot) | Included | Index settings and BYOC |
| Vector search | Included | Included |
| Embeddings created on write | Automatic | Integrated embedding |
| Filters alongside search | Full filters and joins | Metadata filters |
| One-click knowledge base and search agent | Included | Pinecone Assistant |
Based on publicly available information as of November 2026. Product names are trademarks of their owners.
-- where autessa wins
Why teams choose AutessaDB over Pinecone
No sync pipeline
One write updates the record and its index, so search is never out of step with your data, and the same data feeds the columnar data lake.
Permissions on every result
Search returns only rows the caller can see, and a column the caller sees only masked or hidden cannot be searched at all.
Agents get more than matches
Through the Autessa MCP, Claude or your own agent can search by meaning, filter, aggregate and run SQL on the data lake in one connection, as the person who connected it.
Make retrieval yours
Ask Autobot to change how a knowledge base works or add a screen over your results, down to the code. Your developers can edit it directly.
Moving to AutessaDB from Pinecone
Teams moving retrieval from a separate vector database add the source text or files as columns on an AutessaDB table, mark them for semantic search, and bulk-insert the records; indexing runs in the background. Agents then switch to the Semantic Query or General Search tools.
-- faq
AutessaDB and Pinecone: questions
Is AutessaDB a vector database?
AutessaDB is a managed database with built-in vector search. Any Short Text, Long Text, File or Audio column can be marked for semantic search, so you do not need a separate vector database.
Does AutessaDB vector search respect permissions?
Yes. Results include only rows the caller can see, and searching a column the caller sees only masked or hidden is refused.
Can I tune similarity thresholds?
Yes. Search takes a limit (up to 100) and a scoreThreshold from 0 to 1, and returns similarity scores.
Can I run SQL on the same data?
Yes. Load events and history into the AutessaDB data lake and query them with analytical ANSI SQL, Ask or a data agent, under the same security as your tables.
What can I customize?
Columns, enrichment, roles and triggers are yours to define, and the Autessa app around them can be changed down to its code by Autobot or your developers.
Can Claude search AutessaDB through MCP?
Yes. The Autessa MCP lets Claude, ChatGPT, Cursor or your own agents search and query your data, seeing only the rows and columns the connected identity may see.
100% customizable, code and all
Make AutessaDB fully your own.
Use it out of the box, then change anything. Ask Autobot, Autessa’s AI builder, for a new field, screen, report, workflow or agent and it builds it into your copy of the app. Or open the code and edit it yourself. Nothing is locked: the app, its data and its code are yours.
Start free and make it yours