Youth preparing for work
Learn AI basics, build a work sample and practice an interview.
A project they can explain and a practical job-search action.
MaahirA Server4Sale InitiativeLearn. Practice. Build. Grow.Connect the people you serve with AI skills, communication practice, growing confidence and useful projects. Learning can continue remotely, supported by the relationships and spaces your community already has.

For one person, the next step is preparing for a first job. For another, it is speaking to a customer, returning to work, explaining an idea or learning without travelling to a centre.
Maahir helps turn that intention into manageable practice. Your organisation brings local understanding, encouragement and continuity.

She chooses a service that fits her interests and circumstances. Maahir’s learning and practice can help her prepare each next step. This is an illustrative journey.
Explore her skills, available time and possible customer needs.
A service idea and questions to ask a potential customer.
Use guided prompts to organise the offer and draft a quotation. Check the details herself.
A clear description of the service, price and scope.
Role-play a customer asking for a discount or more work. Practice clarifying needs and setting boundaries.
A response that explains value and offers a sensible next step.
Review the message, practice again and bring focused questions to a coach or peer session when available.
A revised quotation and a more confident explanation.
Speak to a potential customer, listen and adjust the offer.
A real question answered, a lesson learned and a next action.
Choose activities around participants’ goals, language preferences, devices and available time. A useful starting point may be one conversation or one small project.
A first gathering can introduce AI tools, explore participants’ questions and demonstrate a role-play. Follow-up exercises and shared review help people continue.
CSR and industry supporters can strengthen this work through devices, connectivity, AI resources, specialist reviews and mentoring. Agree the resources around the learners and activities you choose.
Keep a starting sample and revisit it after practice. Ask the learner what changed, where they still need support and what they want to try next.
Compare an introduction or customer response before and after feedback. Can the learner ask a clearer question?
Review a document, project or work sample. Can the learner explain their decisions and check the output?
Notice who continues practicing, what makes access easier and which action each person chooses next.
Use consented evidence and confirm employment or income outcomes separately. Participation alone does not establish those results.
Agree the audience, learning goal, activities, language and device needs, local support and a follow-up plan. For younger learners, include suitable guardian participation. Test individual accessibility requirements with the people concerned.
Define how work is reviewed, what information may be shared and who learners can approach for help. Free learner access is supported by resources such as connectivity, AI capacity, coaching and coordination.
Maahir supports learning and preparation; jobs, sales and income depend on wider circumstances. Custom reporting, integrations and institutional programmes can be discussed around the proposed scope.
Share their goals, the barriers they face and the support your organisation already provides.
Open a pathway to see a learning activity, a useful output and the human support around it. These are programme design examples—not claims of deployed partnerships.
A woman who stitches or cooks can practice describing her service, checking costs, answering a price objection and setting delivery terms.
A priced sample offer, a customer response and a simple order sheet.
Recruit through trusted networks, agree suitable session times and connect participants with a mentor or local market test.
Relevant SDG themes: 5 · Gender equality / 8 · Decent work. Alignment is not certification or proof of impact.
Learn AI foundations, research a role, build a small project and rehearse explaining it in a mock interview. Feedback leads to a second attempt.
A reviewed work sample, an improved introduction and a focused application plan.
Bring realistic challenge briefs, project reviewers and employer conversations—not promises of placement.
Relevant SDG themes: 4 · Education / 8 · Decent work. Alignment is not certification or proof of impact.
A teacher compares explanations, checks accuracy and creates an age-appropriate activity. Learners solve a task and explain their thinking.
A reviewed lesson activity and learner work that reveals what needs another explanation.
Provide curriculum context, teacher review, guardian permissions and child safeguarding.
Relevant SDG themes: 4 · Quality education. Alignment is not certification or proof of impact.
A learner practices a guesthouse enquiry, a craft description or an agricultural record-keeping task in an appropriate language.
A bilingual customer message, a product listing or a simple record template.
Check connectivity and devices, organise shared access where suitable and offer local facilitation.
Relevant SDG themes: 8 · Decent work / 10 · Reduced inequalities. Alignment is not certification or proof of impact.
Break a task into manageable steps, try the learner’s preferred input format and revisit explanations. Practice presenting a project remotely.
An accessible participation plan and a work sample chosen by the learner.
Co-design with the learner and disability specialists; test assistive-technology compatibility before rollout.
Relevant SDG themes: 4 · Education / 10 · Reduced inequalities. Alignment is not certification or proof of impact.
A trainee prepares a quotation, explains a repair scope, organises materials or role-plays a customer complaint alongside supervised trade learning.
A checked quotation, job card or customer handover explanation.
Keep hands-on instruction and safety assessment with qualified trainers; supply real trade context.
Relevant SDG themes: 4 · Education / 8 · Decent work. Alignment is not certification or proof of impact.
Practice explaining an approved awareness message, organise a training checklist and compare a draft with the authoritative source.
A reviewed plain-language awareness resource or administrative template.
Health or WASH specialists approve the content. No patient diagnosis or clinical decision-making through the exercise.
Relevant SDG themes: 3 · Health / 6 · Clean water. Alignment is not certification or proof of impact.
Use an approved local preparedness guide to create a checklist, discuss responsibilities and rehearse communicating with a community group.
A reviewed community checklist, meeting note or awareness presentation.
Local specialists validate advice and connect learning with established response arrangements.
Relevant SDG themes: 11 · Communities / 13 · Climate action. Alignment is not certification or proof of impact.
Practice writing a plain-language citizen response, checking a spreadsheet and summarising a fictional departmental report.
A clearer response template, a data-quality checklist or a reviewed reporting workflow.
Use approved tools and synthetic data; retain departmental review, permissions and accountability.
Relevant SDG themes: 16 · Institutions / 4 · Education. Alignment is not certification or proof of impact.
Explore how Maahir could help each programme develop people through AI foundations, communication, applied practice and work they can show. These are proposed collaboration models, not announcements of signed partnerships.
Who it could serve: Young adults, workers and small enterprises who need practical skills they can demonstrate.
A training register says who attended. A development programme also needs to know what participants can do and what support helps them move forward.
AI foundations → sector task → communication role-play → reviewed project → portfolio → opportunity follow-up.
Use a fictional sales sheet to identify missing records, prepare a reorder proposal and explain the assumptions.
Work to showA checked spreadsheet and supplier message.
Turn a customer brief into design options, a sample production plan and a presentation.
Work to showA reviewed design brief and a clear explanation of choices.
Organise approved information into a useful customer or community message in a suitable language.
Work to showA source-checked information resource.
Compare dated market information, organise crop observations and prepare questions for an agricultural specialist.
Work to showA source log and reviewed grower information sheet.
Use synthetic household records to practice arranging approved reminder messages and a visit log.
Work to showA privacy-aware sample reminder workflow reviewed by a health professional.
Organise sample quantities, supplier quotations and a draft progress report; have a qualified supervisor check the figures.
Work to showAn estimate worksheet with assumptions and review notes.
Explain an approved product in plain language and practice responding to a suspicious request for account details.
Work to showA checked explanation and a scam-awareness response.
Summarise a fictional defect log and suggest questions to investigate recurring issues.
Work to showA simple quality dashboard with traceable inputs.
Organise fictional appliance-use records and prepare a clear customer handover for a qualified technical reviewer.
Work to showA checked information pack and handover explanation.
Practice a delivery schedule, customer delay message or record sheet using approved operating requirements.
Work to showA reviewed planning sheet and communication sample.
Programme teams select the beneficiary group and sector; local delivery partners support participation; industry reviewers assess work and offer realistic next-step conversations.
Compare baseline and final work. Track enrolment, participation, completion and project quality by agreed demographic and geographic groups. Verify interviews, work and income separately through consented follow-up.
Start with one sector and an agreed cohort. Demonstrate the learning journey and reporting fields with the programme team, then review access, quality, resource use and outcomes before expansion.
Relevant SDG themes: 4 · 8 · 10 · 17
Who it could serve: Students, job seekers, women building income, community professionals, remote families and learners with access needs.
People have knowledge and ambition, but may need help turning a skill into an offer, communicating confidently, finding a direction or continuing learning away from a centre.
Explore a personal goal → learn useful AI tools → practice a real situation → prepare a work sample → receive community mentor feedback → choose a next action.
Describe a craft or home service, calculate a sample price, write an offer and rehearse a customer asking for a discount.
Work to showA costed offer, customer message and first test plan.
Research a role, build a small relevant sample and practice explaining it in an interview.
Work to showA project, an improved introduction and an application plan.
Draft a bilingual itinerary or booking reply; check local details and practice handling a complaint.
Work to showA checked guest communication pack.
Prepare two versions of an activity, review the explanation and plan manageable practice between sessions.
Work to showA teacher-reviewed activity and learner work.
Compare dated price sources, organise costs and write questions for a qualified agriculture adviser.
Work to showA cost sheet and source-checked market comparison.
Use public environmental observations to practice charting data and explaining its limits to a teacher.
Work to showA sourced science report with a reviewed chart.
Adapt an approved awareness leaflet into plain-language questions and answers for professional review.
Work to showA reviewed awareness resource.
Write accurate captions and keywords for their own images and discuss usage rights.
Work to showA small portfolio with clear descriptions and permissions.
Test an appropriate voice or text method, practice in manageable steps and present a small project remotely.
Work to showAn individually suitable work sample and participation plan.
Turn a local project idea into a problem statement, activities, budget assumptions and questions for a mentor.
Work to showA reviewable first project proposal.
Community organisers bring trusted relationships and identify needs. Mentors bring professional context. Education, rural-development and inclusion specialists help shape appropriate pathways.
Record each learner’s chosen goal, initial attempt, revised work and next action. Review communication through a practical task; collect feedback on access and confidence in the learner’s own words.
Begin with an interactive community orientation, career and business questions, and a Maahir demonstration. Offer follow-on cohorts for employment, enterprise and education, with a named local coordinator.
Relevant SDG themes: 4 · 5 · 8 · 10 · 17
Who it could serve: Learners outside easy reach of formal centres, teachers and community facilitators.
Learning can be interrupted by distance, displacement or lack of suitable local support.
Assess access → choose a foundation activity → practice with explanations → facilitator review → continue through a suitable remote or shared-space route.
Use an approved WASH guide to prepare a plain-language explanation and check comprehension.
Work to showA reviewed explanation and learner questions.
Adapt a short activity for different starting levels and ask learners to explain the answer.
Work to showA differentiated activity and evidence of understanding.
Education teams provide curriculum context, local facilitators and appropriate protection arrangements.
Participation continuity, task quality, language suitability and barriers resolved.
Test one alternative-learning cohort and the actual devices, language and connection before wider delivery.
Relevant SDG themes: 4 · 5 · 10 · 17
Who it could serve: Vocational trainees, micro-enterprises and institute facilitators.
Trade knowledge needs to connect with customer communication, records, quotations and modern workplace tools.
Foundation → trade-related digital task → customer role-play → reviewed output → supervised application.
Prepare a service quotation and explain its scope to a simulated customer.
Work to showA checked quotation and handover message.
Map an order process and identify one repeated task suitable for a simple digital improvement.
Work to showA process map and tested sample workflow.
Institutes retain practical trade instruction and competency assessment; employers supply realistic briefs and review.
Quality of work, supervisor feedback, participation and progression into further training or work.
Select one trade and one institute; add digital practice alongside existing training.
Relevant SDG themes: 4 · 8 · 10 · 13 · 17
Who it could serve: Children with appropriate adult support, and women pursuing their own education or livelihood goals.
A family may share a device while its members need different activities, permissions and support.
Age-appropriate onboarding → separate learning routes → guided practice → human support → reviewed next steps.
Practice asking for help when an unfamiliar message requests personal information.
Work to showAn age-appropriate digital-safety response.
Use Saheli ideas to shape an offer and rehearse a professional boundary or customer conversation.
Work to showA sample offer and a clearer response.
Child-protection and women’s programme teams shape activities, referral routes, consent and local facilitation.
Age-appropriate participation, reviewed learning, women’s chosen goals and access barriers addressed.
Start with clearly separated child-learning and adult-enterprise cohorts supported by trained facilitators.
Relevant SDG themes: 4 · 5 · 8 · 10 · 17
Who it could serve: Girls, young women, teachers and learners strengthening English for education or work.
Understanding a lesson does not automatically make a learner comfortable speaking, asking questions or presenting work.
Supported explanation → English rehearsal → feedback → another attempt → practical presentation.
Practice introducing a skill and answering an interview follow-up question.
Work to showA revised introduction and a work sample.
Prepare a short bilingual explanation and check it against the lesson objective.
Work to showA reviewed classroom activity.
Education and language specialists review quality and programme safeguarding requirements.
Compare practical communication attempts, attendance continuity and reviewed learning outputs.
Choose one communication goal and combine language practice with a relevant project.
Relevant SDG themes: 4 · 5 · 8 · 10
Who it could serve: Youth cohorts, beneficiary families, vocational learners and public-sector staff.
Different departments need useful learning and clear reporting around their own service responsibilities.
Define the departmental task → foundation skills → approved practice → review → cohort reporting.
Summarise a fictional service report and draft a clear citizen response.
Work to showA checked briefing and response template.
Explore a manageable service idea and practice communicating its terms.
Work to showA small first-test plan.
Departments define eligibility, approved content, authorised tools, data access and programme ownership.
Agreed cohort indicators and reviewed outputs; benefits eligibility and payments remain separate official decisions.
Run a scoped departmental or beneficiary cohort; validate any systems integration separately.
Relevant SDG themes: 1 · 4 · 5 · 8 · 10 · 16 · 17
Who it could serve: Trade learners, graduates, interns and candidates seeking their first opportunity.
Candidates need to explain what they can do and show work relevant to a role.
Relevant exercises → project → review → portfolio → mock interview → employer conversation.
Demonstrate a small tracking system and answer questions about its limitations.
Work to showA reviewed prototype and project explanation.
Prepare a customer job card and practice a service handover.
Work to showA checked job card and communication sample.
Institutes guide learning; career teams and employers review work and make independent placement decisions.
Project quality, interview preparation, applications and separately verified placements.
Agree a few employer briefs and a portfolio review session for one cohort.
Relevant SDG themes: 4 · 8 · 17
Who it could serve: Workers, small businesses and people entering more formal work.
Practical digital skills must connect with fair terms, reliable communication and everyday productivity.
Work task → AI-assisted draft → facts and terms checked → role-play → reviewed improvement.
Prepare a transparent quotation and discuss scope changes with a customer.
Work to showA quotation and change-request message.
Practice raising a concern respectfully and identify the agreed human escalation route.
Work to showA communication plan.
Programme teams and sector specialists identify real work needs and review appropriate standards.
Work quality and adoption of the reviewed practice; employment outcomes assessed separately.
Explore a current eligible programme and one defined worker or enterprise group.
Relevant SDG themes: 4 · 8 · 10 · 17
Who it could serve: Remote learners, families using shared devices, tourism workers, artisans and local facilitators.
Travel, connection quality, language and device access can all interrupt learning.
Test access → agree a manageable activity → repeat practice → local check-in → useful work sample.
Prepare a product listing or guest enquiry response around a local skill.
Work to showA checked listing or message.
Plan device-sharing times and a way for learners to ask for help.
Work to showAn access and follow-up plan.
Local organisations provide trusted support, access planning and language review.
Who starts, who continues, which barriers remain and what work each learner completes.
Test the complete activity on the actual connection. Confirm offline, voice and local-language requirements before promising them.
Relevant SDG themes: 4 · 5 · 8 · 10 · 17
Who it could serve: Learners with disabilities, homebound learners, caregivers and specialist educators.
Access needs differ by person and activity; a single format can exclude a capable learner.
Listen to the learner → test suitable input/output → break down the task → practice at an appropriate pace → specialist review.
Try a suitable voice or text route to prepare and explain a small digital project.
Work to showA learner-chosen work sample.
Agree manageable steps, assistance and a clear way to report difficulty.
Work to showAn individual participation plan.
Specialist organisations co-design and validate access with learners; educators and caregivers provide appropriate support.
Usability, learner choice, completion of meaningful tasks and participant feedback.
Begin with a small co-designed group and test assistive-technology compatibility and support needs.
Relevant SDG themes: 4 · 8 · 10 · 17
Select a pathway above, explore the full organisation directory, or see how a cohort is delivered. A joint pilot establishes the exact features, responsibilities and evidence to use.
These related, illustrative practice guides can help you rehearse the conversation or task around your learning. Choose a suitable level; they do not replace the actual lesson brief or specialist review.
All topic questions and scenarios · Choose a practice format