Krutrim Kruti (Ola)
https://ai-labs.olakrutrim.com/
India's first agentic AI assistant. Persistent memory of prior interactions across sessions; accepts voice/text/image/document input building continuous context. Decomposes goals into sub-tasks executed by parallel/sequential agent chains.
At a glance
- Type
- Cross-session multimodal agentic memory
- Tier
- T2
- Section
- Dedicated memory layers
- Created
- 2025-06 (Kruti launched June 12 2025)
- Latest release
- not applicable — not OSS
- License
- not applicable — not OSS
- GitHub
- not applicable — no GitHub repo
- Pricing
- INR-billed; A100 instances competitively priced; consumer app free at launch
- Funding
- $50M Series A at $1B valuation (unicorn); Matrix Partners India; Bhavish Aggarwal committed ₹2000Cr + ₹10000Cr more
Taxonomy
- storage
- vector
- retrieval
- similarity
- persistence
- cross-session
- update
- extraction
- unit
- episode
- governance
- opaque
- conflict
- llm-arbitrate
When to use
Optimised for: Indian-language agentic assistance (multimodal)
Anti-fit: searched not found
Pros & cons
Pros
Indian-market personal AI with Indic-language memory tuning; Ola backing for distribution.
Cons
Regional positioning; closed product; documentation primarily Indian-market focused.
Claims & capabilities
13 languages at launch (22 planned). SDK for third-party embedding.
Technical surface
- API surface
- searched not found
- Backend storage
- searched not found
- Deployment
- Cloud-hosted on Indian servers (Krutrim Cloud; sovereign India-first)
- Embedding model
- searched not found
- Multi-tenancy
- searched not found
- MCP
- not documented publicly
- A2A
- not documented publicly
- OpenTelemetry
- not documented publicly
Similar systems
Other dedicated memory layers in the catalog, ranked by inbound references.
- Mem0 T1
Universal memory layer for AI agents. Three concurrent stores (vector + graph + KV); LLM-extracted facts; concurrent retrieval via ThreadPoolExecutor.
- Zep & Graphiti T1
Bi-temporal knowledge graph (event time + ingestion time). Strong on chronological reasoning and contradiction tracking. Graphiti is the open-source core.
- Cognee T1
"Extract–Cognify–Load" pipeline that turns raw input into a typed, queryable knowledge graph for agent recall.
- Hindsight (Vectorize) T1
Standalone memory service from Vectorize. Open source. Biomimetic four-network design (World, Bank, Observation, Opinion). Ships an MCP memory server.
- Memvid T2
Single-file memory layer (one .mv2 file). No DB, no server. Append-only sequence of immutable Smart Frames with timestamps + checksums. Native Rust core (rewritten from Python).
- Supermemory T1
Memory engine with API, app, browser extension, and MCP server. Extracts facts, tracks updates, resolves contradictions, auto-forgets expired info. Plugins for Claude Code, OpenCode, OpenClaw, Hermes.