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PlateerAI Labs

Applied AI

Applied AI by Industry

We research and validate Enterprise AI that understands the work each industry actually does

Finance, public sector, commerce, IT services — we study how AI has to change to fit each industry's workflows and regulations, then prove it through real PoCs and delivery projects

/ Applied & Delivery

Applied & Delivery

Plateer AI Labs works on the underlying technology and research that lets agents plan for themselves, collaborate,
handle tools, and run reliably in production.

Planning & Reasoning

Plan and reason

Breaking a complicated goal into steps that can actually run, and reasoning across those steps to design the work

Multi-Agent Orchestration

Agents working together

Orchestration research on how several agents split roles and coordinate without stepping on each other

Tool Use & MCP

Tool integration

Connecting external systems, APIs, and tools through a standard protocol (MCP) so agents can do real work safely

Memory & Knowledge

Memory and grounding

Grounding behavior in long-term memory and enterprise knowledge so decisions stay consistent and evidenced

Human-in-the-Loop & Governance

Control and governance

Approval flows plus policy and safety controls, so the agent stays governable and trustworthy

Runtime & Reliability

Runtime and reliability

Research on an execution runtime that keeps agents running without interruption in production

By industry Industries

Every industry works differently and is regulated differently. These are the Enterprise AI applications we have validated, organized by the context each one sits in.

E-Commerce

AI Commerce Automation

  • Automated product review
  • VOC analysis and response
  • Price monitoring
  • Promotion optimization

Public Sector

AI for Digital Government

  • Automated citizen support
  • Administrative assistance
  • Policy and regulation search
  • Public data utilization

Finance

Trusted Financial AI

  • Credit review support
  • Contract review
  • Anomalous transaction detection
  • Automated regulatory compliance

IT Services

Enterprise AI Operations

  • Technical document search
  • Incident analysis
  • Operations automation
  • Coding assistant agents

See how these applications were actually built and operated in the field

Read the customer cases