Foundry Academy · Managing Distributed U.S.–LATAM Teams · Lesson 6 of 6

Performance, development, and escalation

Evaluate outcomes fairly, create credible development paths, and escalate operational or people risks through transparent, jurisdiction-aware processes.

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01 · Explanation

Performance, development, and escalation

Objective: Evaluate outcomes fairly, create credible development paths, and escalate operational or people risks through transparent, jurisdiction-aware processes.

Performance management should begin long before a rating. Set a small number of role outcomes and quality measures, define evidence and review cadence, and document changes in priority or resources. Evaluate results in context: access delays, unclear decisions, workload, language support, system failures, and manager behavior can affect outcomes. Compare people to role expectations, not headquarters visibility, response outside agreed hours, accent, nationality, or proximity to leadership. Calibration should test consistency and bias while protecting personal information.

Development is part of the operating model. Discuss aspirations, strengths, skill gaps, assignments, coaching, learning time, and evidence of readiness for expanded responsibility. Do not promise promotion or immigration outcomes outside authority. When performance remains below expectation, use the applicable HR process with specific examples, support, reasonable time, and documentation; employment action requires qualified review under local law. Operational escalation maps should separately cover security, privacy, quality, customer, finance, safety, conduct, and legal events so a manager knows what to contain, whom to notify, and what not to investigate alone.

Before you begin

  • Confirm F06, F09, F10, and F11; record that role definitions, metric formulas, thresholds, evidence systems, complexity, dependency, rework, outcomes, appeal, and calibration results are not supplied.
  • STOP “Measure and develop fairly” when this prerequisite cannot be confirmed: Confirm F06, F09, F10, and F11; record that role definitions, metric formulas, thresholds, evidence systems, complexity, dependency, rework, outcomes, appeal, and calibration results are not supplied. Record the exact missing or conflicting evidence, keep the artifact blocked, and route it to the authorized people/operations owner, with qualified local employment, payroll, privacy, safety, or language review when applicable. Do not execute the workflow, make the specialist judgment, record approval, or claim an operational result.

Original overview module anchor →

02 · Compare the artifacts

Supported work. Visible uncertainty.

This is a fictional, sanitized cross-border management case. People, locations, compensation, records, and events are fabricated; the exercise is not employment, labor, immigration, tax, benefits, or classification advice.

NorthStar distributed team charter

NorthStar Analytics is a fictional U.S. company forming a distributed customer-operations team with four workers in Colombia, three in Mexico, and two in Argentina. Headquarters expects coverage from 8:00 a.m. to 6:00 p.m. Mountain Time and schedules a daily 4:30 p.m. Mountain meeting. That time falls outside the normal local day for several team members during part of the year. Managers use the title independent contractor for every role, although work arrangements differ in schedule control, equipment, exclusivity, supervision, and duration. No qualified country-specific classification review is recorded. The role description says own customer success but gives no authority for refunds, account changes, customer commitments, or incident escalation. English is used in executive meetings, while operating procedures exist partly in Spanish, partly in English, and in two conflicting versions. Two team members requested written action summaries after fast English-language calls. A manager describes this as weak communication and proposes measuring accent and camera-on time. Weekly performance reporting counts closed cases but not complexity, quality, rework, customer confirmation, privacy exceptions, or unavailable dependencies. One worker reports repeated jokes about nationality in a team chat and asks the manager not to tell anyone. The manager promises absolute confidentiality and plans to question teammates alone. Payroll, benefits, working-time, holiday, leave, data-transfer, equipment, safety, and termination questions remain unresolved. Learners must design a cross-border management mindset, role and decision charter, bilingual communication standard, time-zone and asynchronous rhythm, feedback and concern handling, and fair performance and development process. They cannot classify workers, investigate protected concerns, determine employment compliance, or treat nationality, accent, location, or camera behavior as competence.

Supported example — reference only

Metric
Learner-proposed case-quality measure; keep output volume separate from quality, complexity, dependency, and outcome evidence.
Operational definition
A reviewable case includes correct resolution evidence, required controls, complexity/dependency tags, rework, and outcome status; closed-case count alone is insufficient (M06-I03, F10).
Numerator
Not supplied — number of eligible cases meeting the approved quality definition.
Denominator
Not supplied — all eligible reviewed cases in a defined period, excluding only under an approved rule.
Complexity or dependency adjustment
Learner proposal — stratify rather than silently weight by complexity/dependency; categories, data, and formula are not supplied.
Evidence source
M06-I03 (F10); M06-I04 (F11); controlling version/date remains pending if not stated in the cited input.
Provisional threshold
Not supplied — baseline, sampling plan, target, severity rule, and approval are required before scoring.
Attribution boundary
Do not attribute results to an individual when decision rights, upstream dependencies, quality, and outcomes are missing; role authority is unclear (M06-I01, F06).
Excluded proxy
Accent, nationality, and camera-on time are excluded from the proposed scorecard (M06-I02, F09).
Owner
Performance-policy owner approves metric purpose and exclusions; people-analytics owner governs formula, evidence, and calibration; people/HR owner governs correction and appeal; country-qualified employment/privacy reviewer checks local constraints. Assignments and decisions remain pending unless documented.
Calibration or appeal
Learner proposal — evidence-based reviewer calibration plus a documented correction/appeal route; no employee score or decision is produced.
Status
Draft — cited evidence recorded; authorized review pending

A well-handled evidence gap

Metric
Not approved — metric and purpose pending.
Operational definition
Missing eligibility, quality criteria, evidence, complexity, dependency, rework, and outcome definitions.
Numerator
Not supplied — no valid count.
Denominator
Not supplied — no eligible population/period.
Complexity or dependency adjustment
Not supplied — categories, evidence, and method.
Evidence source
not supplied — a controlled, current source with version/date and authority for “Evidence source”; use M06-I04 (F11); M06-I03 (F10) only to document why the controlled source is still required.
Provisional threshold
Not supplied — baseline and authorized threshold.
Attribution boundary
Open — decision rights and dependency evidence missing.
Excluded proxy
Exclusion proposed; policy approval not supplied.
Owner
Not supplied — identify the performance-policy, people-analytics, people/HR appeal, and country-qualified employment/privacy owners before scoring.
Calibration or appeal
Not supplied — reviewers, cadence, evidence, correction, and appeal controls.
Status
Blocked — required evidence or authorized decision not supplied

Flawed approach — do not copy

Marking this role scorecard “approved and complete” without the required evidence or reviewer is a flawed submission. Stop scoring when metrics use accent, nationality, location, unjustified surveillance, raw volume without context, or outcomes outside the role’s authority.

Repair: Rework the role scorecard as an evidence-backed draft, not an approved result. Define quality, complexity, dependency, rework, customer outcome, and control measures with observable formulas and evidence sources. Use missing decision rights to limit what outcomes can fairly be attributed to the role. Exclude accent, nationality, location, and unjustified camera/surveillance proxies from the scorecard. Check the revision against this requirement: Quality, complexity, dependency, rework, customer outcome, and control measures are defined. If the required evidence is still absent, keep the decision blocked and identify the missing input or authorized reviewer.

Full case record, ambiguities and all assignments →

03 · Bounded practice

Build the role scorecard.

Replace volume, accent, and camera measures with job-related outcomes and a calibrated review process.

Deliverable: A role scorecard, calibration guide, development plan, and escalation matrix.

Complete a bounded starter and gap analysis using only CB01, F06, F09, F10, F11, and the assignment-scope record below. Populate supported fields, label every unavailable field “not supplied,” and cite the input ID for each material statement. You may design a proposed template, control, question, or decision rule, but must label it as a learner proposal rather than observed case evidence. Do not contact people, access live systems, run tests, sign records, claim approval, or invent names, dates, quotations, transactions, results, or source documents.

Exact supplied inputs for this assignment
  • M06-I01 · F06 — The role description lacks decision rights for refunds, changes, commitments, and incidents.
  • M06-I02 · F09 — A manager proposes accent and camera-on time as performance measures.
  • M06-I03 · F10 — Current reporting counts closed cases but omits quality, complexity, and dependencies.
  • M06-I04 · F11 — A worker reports nationality-based jokes and requests discretion.
  • M06-B01 · CB01 — Use CB01, the full versioned case brief printed once at the start of this packet, as a citable narrative source for details not normalized into F01–F12. Preserve its uncertainty language and do not treat narrative detail as approval, complete operational records, or professional judgment.
  • M06-S01 · F06, F09, F10, F11 — Build a starter version of “A role scorecard, calibration guide, development plan, and escalation matrix.” from the listed case facts. Treat requested structures, controls, questions, calculations, and templates as learner-designed proposals. Where an operational record or result is absent, add a gap entry naming the missing evidence and authorized owner instead of fabricating it.

Operating procedure

  1. Define quality, complexity, dependency, rework, customer outcome, and control measures with observable formulas and evidence sources.
  2. Use missing decision rights to limit what outcomes can fairly be attributed to the role.
  3. Exclude accent, nationality, location, and unjustified camera/surveillance proxies from the scorecard.
  4. Treat closed-case count as volume context only because quality, complexity, and dependencies are omitted.
  5. Define learner-proposed support, correction, appeal, calibration, and country/specialist review paths.
  6. Keep the nationality-related concern outside individual performance scoring and route it to the protected process.
  7. Final-QC definition, evidence, provisional threshold, owner, cadence, status, and no employee score or adverse decision.
Field-by-field guidance
Metric
Metric: Define the quantity, unit, population, formula, or threshold explicitly and keep supplied values separate from learner-designed calculation logic. No “Measure and develop fairly” source fact supplies it; mark “Not supplied” and request the missing measurement definition. Do not calculate a result from missing inputs, mix units, change the denominator, or present a proposed threshold as approved. Review: the people owner and country-qualified reviewer.
Operational definition
Define the specific eligible work, quality criteria, evidence record, complexity and dependency tags, rework treatment, outcome state, review period, and exclusions that make the metric reproducible. M06-I03 (F10) shows closed-case count alone is insufficient; mark the approved definition and data not supplied. Never score a person from volume alone or change eligibility after review. Keep pending for the performance-policy and people-analytics owners.
Numerator
Define the quantity, unit, population, formula, or threshold explicitly and keep supplied values separate from learner-designed calculation logic for Numerator. Evidence: no direct “Measure and develop fairly” source fact; mark “Not supplied” when absent. Do not calculate a result from missing inputs, mix units, change the denominator, or present a proposed threshold as approved. Escalate to the people owner and country-qualified reviewer.
Denominator
Denominator: Define the quantity, unit, population, formula, or threshold explicitly and keep supplied values separate from learner-designed calculation logic. No “Measure and develop fairly” source fact supplies it; mark “Not supplied” and request the missing measurement definition. Do not calculate a result from missing inputs, mix units, change the denominator, or present a proposed threshold as approved. Review: the people owner and country-qualified reviewer.
Complexity or dependency adjustment
For Complexity or dependency adjustment, state the exact absent record, decision, method, value, or authority; explain why it matters and the bounded next request. Cite M06-I03 (F10); if insufficient, mark “Not supplied” and name the missing gap discipline. Never hide the gap in narrative, fill it with a placeholder value, or imply the request was answered. Keep pending for the people owner and country-qualified reviewer.
Evidence source
Identify the controlled record, location, version, date, and module citation that governs this entry for Evidence source. Evidence: M06-I03 (F10), M06-I04 (F11); mark “Not supplied” when absent. Do not treat an undated draft, copied text, or secondary summary as the controlling record. Escalate to the people owner and country-qualified reviewer.
Provisional threshold
Provisional threshold: Define the quantity, unit, population, formula, or threshold explicitly and keep supplied values separate from learner-designed calculation logic. No “Measure and develop fairly” source fact supplies it; mark “Not supplied” and request the missing measurement definition. Do not calculate a result from missing inputs, mix units, change the denominator, or present a proposed threshold as approved. Review: the people owner and country-qualified reviewer.
Attribution boundary
State which upstream decision rights, dependencies, quality controls, complexity, rework, and outcomes must be visible before any attribution to an individual. Use M06-I01 (F06) for unclear authority and M06-I03 (F10) for the incomplete closed-case measure; mark causal evidence not supplied. Never infer individual performance from a count that omits these controls. Keep pending for the performance-policy and people-analytics owners.
Excluded proxy
List accent, nationality, and camera-on time from M06-I02 (F09) as prohibited, excluded proxies; name only separately approved, role-relevant outcome evidence as a possible alternative. Mark the governing metric policy not supplied. Do not use language identity, nationality, visibility, or a request for written follow-up as a shortcut for performance. Escalate to the performance-policy owner and country-qualified reviewer.
Owner
Owner: Name the authorized role that must review or decide, then show the decision as pending unless an authorized record is supplied. Cite M06-I01 (F06); if insufficient, mark “Not supplied” and name the missing decision authority. Do not invent a person's name, infer authority from job title, or record approval from silence. Review: the people owner and country-qualified reviewer.
Calibration or appeal
Define who samples and calibrates scored evidence, the cadence, disagreement rule, correction record, employee review route, appeal owner, response target, and anti-retaliation/privacy controls. M06-I04 (F11) shows calibration and development context are missing; mark the approved process and results not supplied. Never claim an appeal was available, used, or resolved from this learner proposal. Keep pending for the performance-policy and people/HR owners.
Status
Select a truthful state—draft, open, blocked, pending review, or not supplied—and tie it to the evidence still required for Status. Evidence: no direct “Measure and develop fairly” source fact; mark “Not supplied” when absent. Do not mark complete, accepted, verified, distributed, or closed without the corresponding record. Escalate to the people owner and country-qualified reviewer.
Role scorecard · learning draft
MetricOperational definitionNumeratorDenominatorComplexity or dependency adjustmentEvidence sourceProvisional thresholdAttribution boundaryExcluded proxyOwnerCalibration or appealStatus

Start with 6 rows; the complete workbook specifies 8 stable rows for this artifact. Add rows here or use the full download. No action is saved until you explicitly choose saving above.

Download complete six-module workbook (.md) · Structured case packet (.json)

Keep private client data, unpublished inventions, personal identifiers and credentials out of these public learning tools.

Module 6 · 2-item formative check

Performance, development, and escalation

Choose an answer and request feedback. Read why each option does or does not fit the evidence. Answers stay in this tab unless you choose device-only saving; they are never submitted.

Question 1 of 2 · MODULE 6 · knowledgeWhich proposed measure is inappropriate for evaluating performance in a distributed LATAM team?
Question 2 of 2 · MODULE 6 · scenarioWhich performance-system revision is supportable from NorthStar’s Module 6 facts?

Answer either question to review its reasoning.

Inspect the artifact, not just your quiz answers

  • Quality, complexity, dependency, rework, customer outcome, and control measures are defined.
  • Protected/unsupported proxies are explicitly excluded.
  • No employee score, threshold approval, investigation result, or employment decision is invented.

Stop: Stop scoring when metrics use accent, nationality, location, unjustified surveillance, raw volume without context, or outcomes outside the role’s authority.

Go: Proceed to calibration review when each metric has definition, evidence, attribution, threshold, owner, cadence, support, and appeal path.

Escalate: Escalate metric fairness, protected-trait, surveillance, country-law, or concern-process issues to qualified people/country reviewers.

04 · Evidence to keep

Leave with usable work.

Metric dictionary, evidence-based review, bias check, development plan, support commitments, and multi-domain escalation map.

Download your artifact CSV and, if wanted, export the learning-work JSON above. Neither export is a reviewed submission or certificate. Device-only saving is optional; you must press Save my work now after edits.

When all six artifacts are ready, compare the full packet against the track rubric. Qualified human review is still required before real-world decisions.

Distributed team joining an office meeting through a video call.
Learn the standard. Practice the work.
Professional greeting colleagues during a cross-border business video call.
Leave with evidence you can inspect.

Sources, scope and review boundaries

Curriculum 2026.10.08-learning-paths-1. External source dates below are record checks, not continuing guarantees. Verify current requirements before consequential use.

ilo-mne-declaration · Official guidance

International Labour Organization — Tripartite Declaration of Principles concerning Multinational Enterprises and Social Policy

Authoritative international guidance on responsible employment practices, training, conditions of work, and industrial relations.

Open reviewed external source ↗

oecd-responsible-business-conduct · Official guidance

OECD Guidelines for Multinational Enterprises on Responsible Business Conduct

Current official OECD topic page for responsible business conduct across operations and business relationships.

Open reviewed external source ↗

eeoc-national-origin-discrimination · Official guidance

U.S. Equal Employment Opportunity Commission — National Origin Discrimination

Official U.S. guidance on national-origin discrimination, including language and accent issues within applicable law.

Open reviewed external source ↗

ws-cross-border-management-operating-standard · Academy internal operating standard

Wealth Synergy cross-border management internal operating standard

Academy-selected role, communication, time-zone, feedback, development, and escalation controls; country-qualified review remains required. This is an internal operating standard selected by Foundry Academy; it is not law, accreditation, licensure, or an external-standard requirement.

Version 1.0 · reviewed 2026-09-01 · owner: Foundry Academy curriculum owner

A future Wealth Synergy private professional-development certificate would be issued only after its assessment, capstone, identity, reviewer, retention, access, deletion, appeal, and issuance controls pass quality review. No credential is currently issued. Any future certificate would not be an accredited academic qualification, professional license, or government certification.