What are skills?

Skills are how PAIR controls real software.

Skills allow digital workers to use the systems your business already relies on. PAIR can connect to software through APIs, approved tools and controlled workflows, so digital workers can complete real tasks rather than just provide advice.

Skill

Paperclip Organization: AI agents for attachments, files, and supporting documents

Paperclip Organization helps PAIR agents classify attachments, organize files, check supporting documents, summarize PDFs, and connect documents to Odoo, CRM, finance, project, or service records.

Attachment classificationFile organizationPDF summariesDocument handoff

PAIR + agent governance context

Files become structured operational knowledge.

The visual shows documents flowing from intake to classification, review, and handover-ready output.

Capture01

Document intake

Attachments, PDFs, contracts, photos, estimates, and handover folders are collected.

Organize02

File intelligence

PAIR classifies files, summarizes folders, flags missing documents, and prepares review packs.

Approve03

Document control

Sensitive documents and external sharing remain governed by review rules.

Remember04

Knowledge continuity

Final files can be linked to projects, customers, roles, and handover memory.

CAPABILITIES

What PAIR can do with model routing

Capability 01

Select the right model

Route each task to the model best suited to the work, sensitivity, cost and quality required.

Capability 02

Control AI usage

Apply company rules so sensitive or high-risk work only uses approved model pathways.

Capability 03

Reduce unnecessary cost

Use lower-cost models for simpler tasks and stronger models where reasoning or quality matters.

Capability 04

Track model activity

Show which teams, workflows and tasks are using AI capacity across the business.

Example scenario

Read

Business context

Approved records, files, messages, documents, or system context.

Prepare

Useful work output

A summary, draft, task, script, update, recommendation, or exception note.

Route

Human approval

External messages, sensitive records, financial changes, and risky actions move through review.

Remember

Role continuity

The completed outcome can become part of department knowledge and handover memory.

CONTROLLED BY DESIGN

Every skill needs a clear permission path before it touches real work.

PAIR can be configured so each skill has a defined level of access. Your team can see what the digital worker can read, what it can prepare, what needs review, and what can only run after approval.

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