Agent-Native Data Infrastructure

Every Agent Deserves a Brain.

HatiData is the data layer purpose-built for autonomous AI agents — persistent memory, verifiable reasoning, governed access, through standard SQL.

0sLocal install
0msMemory search (p50)
0MCP tools built-in
0%Cost reduction
In-VPC
CMEK
SOC 2 Ready
PrivateLink
MAS TRM
HIPAA Ready

ZERO TO AGENT MEMORY

From Zero to Agent Memory in 60 Seconds

terminal — hatidata quickstart

# Step 1: Install

$pip install hatidata-agent

# Step 2: Initialize

$hati init

# Step 3: Connect & Query

$from hatidata_agent import HatiDataAgent
$
$agent = HatiDataAgent(host="localhost", port=5439, agent_id="my-agent")
$
$# Store a memory (returns UUID)
$memory_id = agent.store_memory(
$ "User prefers dark mode",
$ memory_type="preference",
$ importance=0.8,
$)
$
$# Search memories by natural language
$results = agent.search_memory("user preferences", top_k=5)
$print(f"Found {len(results)} memories in <5ms")
Memory stored (id: a1b2c3). Found 1 memories in 3.2ms.

No Docker. No signup. No cloud account. Just pip install and go.

APPLICATION PORTFOLIO

What Can You Build?

Six production-ready applications. Each one maps directly to ANDI pillars.

AI Compliance Auditor

CISO / Compliance Officer

Autonomous compliance monitoring with immutable audit trails that regulators trust.

CoT LedgerPer-Agent ABACAgent Memory

Multi-Agent Research Engine

Both (Builder + Buyer)

Multiple AI agents collaborate on research, each with persistent memory and governed data access.

Agent MemoryState BranchingSemantic Triggers

Private Knowledge RAG

AI/ML Engineer

Retrieval-augmented generation that never exposes sensitive data outside your VPC.

Agent MemoryIn-VPC + SQLPer-Agent ABAC

Automated Data Quality Monitor

Data Engineer

AI agents that continuously monitor data quality and explain every anomaly they detect.

Semantic TriggersAgent MemoryCoT Ledger

Real-Time Cost Optimizer

CFO / Head of Data

AI agents that watch your cloud spend and automatically surface optimization opportunities.

Agent MemorySemantic TriggersIn-VPC + SQL

Security Sentinel

CISO / Security Team

AI-powered threat detection with explainable reasoning and zero-trust data access.

Semantic TriggersCoT LedgerPer-Agent ABAC

GET STARTED

Three Paths to ANDI

1

Developer

pip install hatidata → hati init → connect. Local agent memory in 60 seconds. Free forever.

60 seconds

Try the Playground
2

Enterprise

Free audit → In-VPC deployment → 14-day comparison. See what your agents cost before you commit.

14-day pilot

Calculate Savings
3

Strategic

Read the ANDI thesis → Join the Founding 20 → Shape the category with us.

Partnership

Founding 20 Program

COST EFFICIENCY

The Agent Tax Is Real

Legacy warehouses bill 60-second minimums on every micro-query your agents fire.

MetricLegacy WarehousesHatiData
Billing Granularity60-second minimumPer-second
Auto-Suspend60 seconds5 seconds
Compute Markup~300% over cloudYour VPC cost
Agent MemoryExternal vector DBBuilt-in (<5ms)
Audit TrailLog filesHash-chained ledger

70% average cost reduction

Based on median customer workloads. Per-second billing eliminates the 60-second tax on agent micro-queries.

Calculate your savings →

Works with your stack

ClaudeAgent
LangChainFramework
CrewAIFramework
CursorIDE
dbtData
MCPProtocol
OpenAI Agents SDKFramework
AutoGenFramework

Ship Smarter Agents. Start in 60 Seconds.

Persistent memory. Isolated state. Verifiable reasoning. Through standard SQL.