ABOUT
Building the Infrastructure Layer for Autonomous Software
The Founding Insight
Every team building production AI agents hits the same wall: memory is fragmented across vector databases, relational databases, logs, and glue code. Agents break not because of models — but because state is not execution-aware.
HatiData was founded to fix that.
Why Now
Three forces are converging:
Enterprise AI is entering regulated environments.
Agents making financial, medical, and legal decisions need audit trails that are tamper-evident and legally defensible.
Multi-agent systems are moving beyond demos.
Production deployments require persistent memory, governed access, and isolated state — not duct-taped infrastructure.
Models are commoditizing. Infrastructure is not.
As LLMs become interchangeable, the durable competitive advantage shifts to the data layer beneath them.
The Category
We call this layer Agent-Native Data Infrastructure — ANDI.
ANDI is not a database. Not a warehouse. Not middleware. Not a feature of an LLM.
It is the data substrate purpose-built for autonomous systems: persistent memory, verifiable reasoning, branch-isolated speculation, semantic triggers, and per-agent governance — unified in a single execution-aware layer.
HatiData is the first production implementation.
The Architecture
A single native binary. Powered by a purpose-built query engine and open storage format. Deploys inside your VPC with CMEK encryption and PrivateLink connectivity. Per-second billing instead of 60-second minimums. Built-in agent memory instead of bolted-on vector databases. A tamper-evident chain-of-thought ledger instead of unstructured logs.
The Position
We sit between reasoning and storage. We own probabilistic state.
The Vision
As software becomes autonomous, every production AI system will require durable memory, auditable reasoning, and governed access.
HatiData aims to be the default data layer for that future.
The Company
HatiData is developed by Marviy Pte Ltd, a Singapore-based company building agent-native data infrastructure for the enterprise.