01 / 14
The project in context
Overview
SakhiAI is described in the portfolio brief as a free, AI-powered platform for underserved women, bringing financial literacy, scam awareness, small-business exploration, and digital confidence into one accessible experience.
- AI for social impact
- Free access
- Founder-led initiative
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The need that shaped the work
Problem
The project focuses on women who may encounter practical barriers when seeking trustworthy financial guidance, identifying online scams, exploring income opportunities, or learning unfamiliar digital tools.
- Financial knowledge
- Online safety
- Business confidence
- Digital access
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The human and strategic stakes
Why the problem matters
Information only creates opportunity when people can understand it, trust it, and act on it. Improving financial and digital confidence can help users make safer decisions and participate more fully in economic life; outcome claims will be added only when measured.
- Access
- Agency
- Economic participation
04 / 14
Signals, questions, and learning
Research and observations
No research sample, interview record, survey, or observation log was supplied. Add the real discovery process, participants, consent approach, recurring needs, and any limitations before publishing research claims.
- Research record pending
- Methodology pending
- Limitations pending
05 / 14
The response that emerged
Solution
The proposed platform uses AI to make guidance easier to navigate across financial literacy, scam awareness, business mentorship, and digital confidence. Its multilingual direction is a future-facing accessibility goal, not a current adoption claim.
- AI-guided learning
- Scam awareness
- Business mentorship
- Multilingual vision
06 / 14
Ownership and contribution
Raunak's role
Raunak is identified as SakhiAI's founder. The portfolio should add a dated, first-person account of the product, research, technical, team, and outreach responsibilities he personally completed.
- Founder
- Detailed contribution record pending
07 / 14
How the work moved forward
Development process
A development chronology was not supplied. Add discovery notes, prototypes, user feedback, implementation milestones, safety reviews, and iterations with dates and supporting artefacts.
- Timeline pending
- Prototype evidence pending
- Iteration record pending
08 / 14
Constraints encountered honestly
Challenges faced
Document challenges that actually occurred—such as accessibility, trust, language, data quality, or responsible AI—and explain how the team responded. No specific challenge is claimed here without Raunak's account.
- First-person reflection pending
09 / 14
What was prioritised and why
Decisions and trade-offs
Add concrete decisions with alternatives considered, evidence used, and consequences. Useful areas to document may include breadth versus depth, automation versus human support, and speed versus safety, but these are prompts rather than claims.
- Decision log pending
- Alternatives pending
- Consequences pending
10 / 14
Claims separated from goals
Impact and verified results
No verified user, training, language, partner, or workshop figures were supplied. Counters remain clearly labelled placeholders or goals until a reporting period, methodology, source, and evidence are attached.
- No verified figures published
- Evidence-first reporting
Impact record
Status shown per metric- Users reachedAwaiting evidence
- Awaiting verificationAdd a unique-user definition, reporting period, source, and evidence.
- Women trainedAwaiting evidence
- Awaiting verificationAdd attendance records and define what counts as completed training.
- Languages supportedGoal / target
- Goal to be setMultilingual access is a stated vision; enter a target only after the roadmap is confirmed.
- Partner organisationsAwaiting evidence
- Awaiting confirmationNo partner was named in the brief. Count only confirmed, documented relationships.
- Workshops conductedAwaiting evidence
- Awaiting verificationAdd dates, locations, attendance, and evidence for each workshop counted.
11 / 14
The record behind the story
Testimonials or evidence
No testimonial, partner endorsement, recognition, or media link was supplied. Publish only consented, attributable evidence and retain a source document or URL for each item.
- Testimonials pending
- Partner evidence pending
- Recognition pending
Ngo Testimonial
NGO testimonial
Reserved for an approved, attributable statement from an NGO.
Public evidence link not supplied
User Story
User story
Reserved for a consented user story with identifying details protected.
Public evidence link not supplied
Partner Recommendation
Partner recommendation
Reserved for a genuine recommendation from a confirmed partner.
Public evidence link not supplied
Media Mention
Media mention
Reserved for a published media item with a working source link.
Public evidence link not supplied
Report
Impact report
Reserved for methodology, reporting period, underlying data, and findings.
Public evidence link not supplied
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Reflection after action
Lessons learned
Add Raunak's own reflection on what changed in his understanding of users, AI, execution, and leadership. The strongest version will connect one specific moment to a later decision.
- Founder reflection pending
13 / 14
The next responsible step
Future plans
The brief identifies multilingual access, financial literacy, scam awareness, business mentorship, and partnership development as directions for SakhiAI. Convert these directions into dated, testable milestones when plans are confirmed.
- Multilingual access
- Responsible growth
- Measurable outcomes
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Supplied material and placeholders
Links and media
Website, article, report, repository, image, and video fields are ready, but no public URLs or approved media were provided. Empty fields must remain visibly unavailable rather than linking to invented destinations.
- Website pending
- Report pending
- Images and video pending
Media record
image placeholder
Add an approved product or fieldwork image.
Awaiting evidencevideo placeholder
Add a short, captioned product demonstration.
Awaiting evidence