USE CASES

14 Ways Teams Use HatiData

From fintech compliance to gaming NPCs, see how teams across industries use persistent memory, semantic search, and chain-of-thought auditing.

Customer Support

Head of Support

End the amnesia loop. Your support agent recalls every past interaction, preference, and resolution — across sessions.

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FinTech Compliance

Chief Compliance Officer

Combine structured financial data with semantic context. JOIN_VECTOR links transaction tables to agent memory for intelligent fraud detection.

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Supply Chain Intelligence

VP Supply Chain

Multi-agent crews monitor suppliers, routes, and inventory. Semantic triggers fire when anomalies match historical disruption patterns.

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Legal & Contract Auditing

General Counsel

Immutable chain-of-thought ledger means every agent decision is hash-chained, replayable, and court-admissible.

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Cybersecurity Threat Hunting

CISO

Security agents correlate alerts, IOCs, and threat intel using semantic triggers. Novel threats surface before signatures exist.

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Contract Auditing

Head of Legal Ops

Agents analyze contracts clause-by-clause. Every finding is hash-chained for regulatory evidence.

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Healthcare Data Intelligence

Chief Medical Officer

Agents access patient history with HIPAA-grade audit trails. Column masking and row-level security enforced at query time.

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DevOps & Incident Response

SRE Lead

Build institutional knowledge from past incidents. Semantic search surfaces relevant runbooks and resolutions instantly.

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HR & Recruiting Intelligence

VP People

Agents remember every interaction, match candidates to roles semantically, and maintain audit trails for compliance.

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Manufacturing & Quality Control

Plant Manager

Agents correlate sensor data with historical defect patterns. Semantic triggers catch quality drift before defects ship.

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Retail & Personalization

VP E-Commerce

Real-time personalization powered by persistent customer memory. Recommendations improve with every interaction.

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Gaming & Virtual Worlds

Game Director

Non-player characters with persistent memory create emergent narratives. Branching storylines test in isolation before going live.

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Smart City & IoT

City CTO

IoT agents correlate sensor streams with historical patterns. Semantic triggers detect anomalies across city infrastructure.

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Education & Adaptive Learning

VP Product (EdTech)

Tutoring agents remember learning styles, struggles, and breakthroughs. Personalized instruction at scale.

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