AI Capability Assessment for BPO Teams
Industry-specific scenarios based on real call center operations, quality assurance workflows, and workforce management. Built for the Philippines' 1.3 million BPO workers.
7 Dimensions — BPO Context
Each dimension measures a specific AI capability through BPO-relevant scenarios. Employees are scored 0–12 per dimension.
Dimension 1
Prompt Fluency
Can they write clear, iterative prompts to get useful AI output? Measured through call summarization, email drafting, and knowledge base queries.
"Summarize this 8-minute customer call. Now refine the summary for a supervisor handoff."
Dimension 2
Verification Instinct
Do they verify AI output or trust it blindly? Critical in QA-heavy BPO environments where accuracy affects client SLAs.
"AI flagged 14 calls as 'at-risk.' Review the transcript and find the 3 false positives."
Dimension 3
Task Decomposition
Can they break a complex BPO workflow into AI-assistable steps? Splitting between what AI handles and what needs human judgment.
"Your team processes 200 dispute forms daily. Decompose this into AI vs. human steps."
Dimension 4
Tool Selection
Do they know when to use AI vs. the CRM, dialer, or WFM tool? Right tool for the right task in a multi-system BPO stack.
"Given 5 operational problems, choose: AI, CRM, WFM, or manual resolution. Justify each."
Dimension 5
Output Judgment
Can they evaluate AI-generated responses for quality, tone, and compliance? Essential for customer-facing AI outputs.
"Rate these 3 AI-drafted email responses to an escalated customer. Rank them. Explain."
Dimension 6
Ethical Boundary
Do they understand what AI should NOT handle — PII exposure, sensitive customer data, compliance-sensitive decisions?
"AI suggests auto-approving refunds below ₱500. Is that OK? What policy gaps exist?"
Dimension 7
AI Self-Efficacy
Do they believe AI can genuinely help their specific BPO role? Confidence and willingness to integrate AI into daily workflows.
"What % of your daily tasks could AI assist? Name 3 tasks and how AI would change them."
Scenario Preview
Sample scenarios from the BPO content pack. Each is a real-world situation employees face — not a quiz question.
| Scenario | Difficulty | Role | What It Tests |
|---|---|---|---|
| Call Summarization Sprint Summarize 5 customer calls, identify sentiment trends, flag escalation risks |
Beginner | Agent | Prompt Fluency, Output Judgment |
| QA Report Verification AI-generated QA report has errors — find them, document verification process |
Intermediate | QA Analyst | Verification Instinct, Output Judgment |
| WFM Forecasting Challenge Use AI to analyze call volume patterns and draft a staffing recommendation |
Advanced | WFM Lead | Task Decomposition, Tool Selection |
| Escalation Email Drafting Draft a supervisor escalation email using AI — tone, accuracy, compliance check |
Beginner | Agent | Prompt Fluency, Ethical Boundary |
| Dispute Resolution Workflow Decompose a 12-step dispute workflow into AI-automated vs. human-reviewed stages |
Intermediate | TL / Ops | Task Decomposition, Tool Selection |
| PII Redaction Audit AI redacted PII from call transcripts — audit the results for missed sensitive data |
Intermediate | Compliance | Verification Instinct, Ethical Boundary |
| Client Reporting Automation Design an AI-assisted client report generation workflow from raw CSAT + AHT data |
Advanced | Ops Manager | Task Decomposition, AI Self-Efficacy |
Who This Pack Is For
Designed for the full BPO delivery team — from agents to operations leadership.
Customer Service Agents
Learn to use AI for call summarization, email drafting, and knowledge base queries — saving 2+ hours per shift.
QA Analysts
AI-augmented quality monitoring — verify AI-generated evaluations, spot false positives, increase audit coverage.
Team Leads & Ops Managers
Use AI for workforce forecasting, client reporting, and workflow optimization — strategic AI adoption leadership.
Ready to measure AI capability in your BPO team?
Pilot the BPO Content Pack with 50 employees. Free for your first cohort.