Workforce-Language Enterprise-Growth Architect

The mandate

The platform has won enterprise contracts through brand recognition and large licence bundles, but renewal evidence rarely connects usage to the language moments employers intended to improve. Procurement buys access, learners self-select, managers receive dashboards they cannot act upon and sales discounts unused seats at renewal. Consumer engagement mechanics do not solve cohort activation or workplace relevance. The defined problem is to design a repeatable enterprise growth system around a specific buyer outcome without overstating learning causality.

The principal deliverable is a Workforce-Language Enterprise-Growth Architecture covering problem qualification, cohort definition, baseline, contracting, privacy and consent, implementation, manager enablement, learning pathway, assessment, low-engagement intervention, customer governance, outcome evidence, expansion and renewal. It will include buyer archetypes, service tiers, sales-to-success handoffs, decision rights, minimum data, cohort economics, claim boundaries and a playbook tested across six representative customers.

Five milestones structure the engagement. By week three, milestone one reconstructs six customer journeys and reconciles promise, activation, persistence, assessment and renewal. Week seven delivers buyer and cohort archetypes. Week eleven produces three operating and commercial models. Week sixteen concludes simulations for voluntary participation, manager misuse, low connectivity, multilingual roles and weak assessment evidence. At week twenty, the final milestone supplies the accepted architecture, customer decisions, standard evidence pack, mobilisation backlog and regional scale plan.

Acceptance rests jointly with the chief revenue and learning officers, with privacy and assessment specialists approving their boundaries. Work is accepted only when three account teams can run qualification through renewal using named owners; sampled cohort measures reproduce from approved data; employer reports distinguish participation, proficiency evidence and workplace inference; customer economics include implementation and intervention; and no recommended claim presents correlation as proven job-performance causation.

The client provides de-identified contracts, cohorts, engagement and assessment records, customer reviews, renewal outcomes, service costs, product roadmaps and approved interviews. Consultants will not assess individual employees, make employment recommendations, define linguistic competence for regulated work, contact learners outside consent, sell accounts or implement product features. Assessment validation, content design, enterprise pricing execution and live account migration are excluded; data gaps remain visible in the claim boundary.

Why this is external work

Sales, product and learning teams each can defend a different success measure, and important customer renewals make internal challenge politically difficult. The company has enterprise revenue but not a common operating object from buyer need to learner outcome. External design brings neutral cohort economics and evidence discipline while qualified educators, customers and executives retain every learning and commercial judgment.

What you will own

• Reconstruct six enterprise journeys from buyer problem through cohort launch, learning, assessment, governance, renewal and expansion.
• Segment buyer and cohort archetypes by workplace moment, voluntariness, manager role, proficiency need and evidence tolerance.
• Define decision rights and handoffs among sales, implementation, learning, assessment, product, privacy and customer success.
• Build cohort economics that include implementation, intervention, unused access, assessment, support and expansion effort.
• Test five failure scenarios involving consent, manager misuse, connectivity, multilingual roles and weak outcome evidence.
• Specify standard account artefacts, claim boundaries, customer governance, intervention triggers and renewal evidence.
• Deliver the accepted architecture, six account decisions, mobilisation backlog and regional scaling sequence.

Candidate qualifications

• Has built enterprise growth and customer-success models for learning, workforce or another behaviour-dependent digital service.
• Can evidence a renewal strategy changed after separating access, activity, assessed progress and workplace outcome.
• Understands cohort activation, adult learning, proficiency assessment, manager influence, privacy and enterprise buying.
• Has aligned revenue and learning leaders without allowing commercial urgency to inflate educational claims.
• Can calculate customer contribution after implementation and intervention rather than relying on licence gross margin.
• Brings Latin American enterprise-market experience across varied connectivity, language and workplace contexts.

Non-negotiables

• Can lead six controlled account reviews and three São Paulo-centred buyer workshops within five months.
• Will not infer individual job performance, make employment recommendations or validate assessments through this engagement.
• Brings direct enterprise service-model authority; consumer growth or instructional design alone is insufficient.
• Will preserve non-participation, consent limits and inconclusive outcome evidence in customer reporting.

1. 49 words maximum. Which enterprise learning metric did you stop using as renewal evidence, and what replaced it?
2. 49 words maximum. Describe a cohort intervention that improved persistence without coercive manager visibility.
3. 49 words maximum. What evidence would prevent you from claiming workplace value despite strong product engagement?