CASE STUDIES

Where intelligence lands

Every industry speaks its own language, and so does AI. This is where we record how intelligence flows into different industries' daily work — the challenge, the approach, and verifiable results.

INDUSTRIES

Four industries, four ways intelligence flows

PETROCHEMICAL & MANUFACTURING

Petrochemical & manufacturing

Veteran engineers' experience stays in their heads, and SOPs and safety documents are scattered on paper — the knowledge gap is the biggest operational risk.

  • Equipment maintenance knowledge base: 30 years of veteran experience, answerable on demand
  • AI review of safety and compliance documents
  • Real-time assistance for reading production-line anomalies

FINANCE & INSURANCE

Finance & insurance

Compliance is the floor and documents are a flood — every review is a tug-of-war between headcount and risk.

  • Compliance document comparison and change tracking
  • Intelligent review of policies and contracts
  • Usage and security governance for customer-service AI

ELECTRONICS & TECH

2 case studies

Electronics & tech

Cross-border supply chains and multilingual communication keep engineering knowledge and quality data out of decisions.

  • Yield analysis and an engineering knowledge assistant
  • Automated structuring of supplier documents
  • Real-time translation and minutes for cross-border meetings

RETAIL & SERVICES

Retail & services

High support volume, messy product data, and dormant member data — headcount can't keep up with scale.

  • Support knowledge base and intelligent replies
  • Automated generation and listing of product content
  • Member behavior insights and segmentation

FEATURED

Case studies: from challenge to verifiable results

Electronics & tech

An AI agent is not a chatbot—it is a digital coworker inside the workflow

An internal AI agent deployed on the Lark collaboration platform: meeting notes turn into action items automatically, the knowledge base answers questions on the spot, and a single command produces brand-quality decks—with all model usage governed centrally by the ATP platform.

Read the full case study

100%

Meeting notes and action items auto-generated

10×

Faster deck and marketing content production

24H

Usage anomalies located and fixed within a day

Electronics & techSample case

Turning our own AI usage into a report anyone can read

Horizon AI became its own first customer: every model call across the company converges on ATP Petrichor, with one key, one budget, and one audit log per client project — costs are predictable, and audits have evidence.

Read the full case study

16+

models routed through one gateway

100%

of requests captured in auditable logs

0

project budget overruns

The next story of intelligence landing starts with your enterprise

Early case-study clients get a complete adoption record and a public case page — turning your results into a reference point for the industry.

Book an AI readiness assessment