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For an Inclusive
AI Economy.

TechForTribal builds a demand-driven tech talent and data solutions pipeline — dismantling the behavioral and structural barriers that exclude tribal youth from India's digital economy.

Our Programs Open Call
T4T AI CORE
OVERVIEW — Impact Intelligence
TechForTribal / Dashboard / Overview
Field data active
AI jobs posted in India this week: 14,231  ·  Odisha digital economy fund: ₹2,400 Cr allocated  ·  NASSCOM ST inclusion target: 5% by 2026  ·  MoTA skill training budget +18% YoY  ·  T4T survey response rate: 82%  ·  Sundargarh broadband coverage: 68% villages  ·  India AI patent filings: +63% in 2024  ·  Tribal literacy rate (Odisha): 52.2%  ·  AI jobs posted in India this week: 14,231  ·  Odisha digital economy fund: ₹2,400 Cr allocated  ·  NASSCOM ST inclusion target: 5% by 2026  ·  MoTA skill training budget +18% YoY  ·  T4T survey response rate: 82%  ·  Sundargarh broadband coverage: 68% villages  ·  India AI patent filings: +63% in 2024  ·  Tribal literacy rate (Odisha): 52.2%  · 
AI Jobs · India · 2027
1.4M
↑ 45% YoY demand growth
Tribal Population · India
104M
8.6% of national population
Placement Rate · Odisha
0%
2,300+ trained · 0 placed
ITDAs · India
191
Integrated Tribal Dev. Agencies
T4T targeting 12 in Odisha
Students Surveyed
1,043
Rourkela · 2024
India ST Population State Heatmap · Census 2011
Odisha 22.8%
Low ST%
High ST%
ST Population by ITDA Odisha · thousands
ST Literacy Gap · by ITDA General vs ST%
ITDA Coverage · Odisha 21 Agencies
21
ITDAs
12 districts
118
Blocks
50%+ ST population
1,549
Gram Panchayats
under ITDA coverage
17,597
Villages
in tribal sub-plan area
ITDA region split
Northern Plateau (10) Eastern Ghats (11)
ITDA Scale — Area vs Blocks Bubble size = ST pop
PVTG & Tribes · Odisha From ITDA data
12
ITDAs with PVTGs
of 21 total (57%)
13
PVTG groups
in Odisha
Major tribes across ITDAs
Munda Kandha Santal Oraon Gond Kolha Bhumij Paroja Saora Ho Bhuyan Koya Kharia Gadaba
Top PVTGs in ITDA areas
Dongria / Kutia Kandha3 ITDAs
Paudi Bhuyan2 ITDAs
Bondo / Didayi2 ITDAs
Lanjia Saora1 ITDA
Hill Kharia, Mankirdia1 ITDA each
T4T Roadmap 2024–2027
Q1 2024
Field survey · 1,043 students · Rourkela
Q3 2024
ITDA partnerships · Panposh, Rourkela
Summer 2025 ← Active
Cohort S1 · 100 students · AI & GovTech
2026
Scale to 3 districts · 500+ students
2027
Pan-Odisha rollout · 2,000+ pipeline
T4T Program Targets 2025–26
100
Cohort S1
seats
12
ITDA
partners
6
Weeks per
cohort
70%
Placement
target
Track allocation
■ AI/Gov 42% ■ Workplace 24% ■ Entrepreneur 19% ■ Research 15%
Top Barriers Cited Self-Reported %
No device / hardware68%
Financial constraints62%
No career guidance58%
Language barrier41%
Family pressure35%
Social bias / discrimination29%
Awareness Reach
1,043
Rourkela colleges
Survey Completed
856
82% response rate
Expressed Interest
609
71% of respondents
Pipeline Candidates
334
Qualified & active
Cohort S1 Target
100
Summer 2025
Pipeline Conversion Funnel 2024–25
Dropout Reasons
Gender Distribution Pipeline
Age Distribution Surveyed
Tribe Classification Top 5
India Digital Economy
₹8T
Projected 2030
AI Market Size · India
$6B
↑ 25% CAGR
Unfilled AI Roles
26%
of all AI postings
Remote Job Share
38%
↑ 12pts post-COVID
Odisha IT Exports
₹4.2K Cr
↑ 22% YoY
India AI Market Growth 2019–2030
Top AI Skill Demand India Postings 2024
Remote Work Penetration by Sector
Salary Range · Entry AI ₹ Lakhs PA
ST Share in IT Workforce vs Target
Current ST representation0.4%
NASSCOM 2026 target5%
Proportional parity target8.6%
Gap to close: 8.2 percentage points — requiring a 20× increase in pipeline throughput.
Colleges Covered
7
Rourkela region
Heard of AI
61%
Low awareness baseline
Daily Internet Users
73%
Strong access base
Has Laptop/PC
38%
Hardware gap
Self-Rated Job-Ready
9%
Critical gap
Readiness Indicators — Full Survey N=1,043
Awareness vs Aspiration Gap
Barrier Ranking Self-Reported
Learning Modality Preference
Career Aspiration Timeline Years to first job
Sources: NASSCOM 2024 · Census of India 2011 · T4T Field Survey 2024 · MoTA · McKinsey India Digital Economy · CMIE Odisha TechForTribal Intelligence Dashboard · v2.0

Broken System.
Unbroken Talent.

Mission

TechForTribal aims to dismantle the structural barriers — informational, institutional, and perceptual — that exclude tribal youth from India's emerging digital economy.

Problem

We treat tribal underdevelopment not as a welfare problem but as a market failure with a correctable solution: build a demand-validated bridge between demonstrated talent and verified opportunity, embed it within existing tribal institutions, ignite passion for entrepreneurship, and support innovation to generate data and drive systemic policy reform.

Why Now

India's AI and digital economy presents a rare opportunity for structural transformation. Geography and land constraints — historically binding for tribal communities — are less determinative in a digital economy. Remote and hybrid work models have reduced job-entry barriers that previously required physical relocation to metropolitan centers.

Our field survey of over 1,000 tribal students in Rourkela — one of the largest concentrations of technical students in Odisha — found that while formal enrollment figures are robust, technical instructional quality is poor, practical exposure is absent, and job readiness is effectively zero. The talent is present. The bridge is missing.

Theory of Change

T4T's theory of change: persistent exclusion of tribal youth from formal employment is not a talent failure — it is a systemic market failure caused by information asymmetry, institutional misalignment, and entrenched social bias. Correcting this requires intervention at all levels simultaneously.

Four Pillars of Change

01

Skill Anchoring

Training curricula co-designed with private-sector experts and public institutions. Skills demand validation precedes curriculum design — not vice versa.

02

Barrier Dismantling

Structured workplace readiness and professional communication modules that address social bias and cultural distance.

03

Institutional Embedding

Applied projects with local Integrated Tribal Development Agencies, State Skill Missions, and technology partnerships with private sector and research institutions.

04

Innovation Enabling

Tech offerings to ignite local entrepreneurship for AI applications and support development of tribal knowledge onto global platforms through open datasets and applied innovation.

Our Team

The People

Founder
Isha Gour

Isha Gour

Founder & CEO

Born and raised in Rourkela at the heart of Odisha's tribal belt, Isha Gour brings both personal conviction and professional depth to her role leading TechForTribal. Her mission is straightforward: connect tribal youth to real opportunities in the digital economy. Over the years, she has built impactful state-level partnerships across ITDAs, State Skill Missions, and educational institutions in Odisha. Her career spans deep tech talent acquisition at Deloitte, Wipro, and Publicis Sapient, as well as grassroots social impact work with Haqdarshaq and Voluntary Service Overseas, UK. Together, these experiences bring a distinctive blend of on-the-ground skill training, institutional outreach, and social impact research.

Advisors
Ankit Bhatia

Ankit Bhatia

Advisor · Policy & Governance

PhD candidate in International Development Economics at Johns Hopkins University. Advising on tribal policy frameworks, Fifth Schedule governance, and institutional engagement with state and central government bodies.

Nitish Tyagi

Nitish Tyagi

Advisor · Technology & Industry

Guiding curriculum alignment with AI and data industry requirements and facilitating private-sector employer partnerships. Brings direct industry network to T4T's demand-validation process.

Tripti Mehta

Tripti Mehta

Advisor · Community Engagement

Advising on community trust-building, grassroots mobilization, and culturally grounded outreach strategies that connect T4T's programs to tribal communities across Odisha.

Operations
Aditya Kamra

Aditya Kamra

Program Manager · Digital Access

Leading program delivery and digital access initiatives, ensuring T4T's training reaches tribal students across Odisha's most underserved communities.

Vinit Murmu

Vinit Murmu

Manager · Analytics & Policy

Building the data infrastructure and evidence base to unlock the tribal economy for planners, investors, and researchers — translating field data into policy-ready insights.

Ashu Das

Ashu Das

Manager · Community Liaison & Partnerships

Managing field relationships with tribal communities, local institutions, and placement partners — the connective tissue between T4T's programs and the communities they serve.

Programs

Pathways into
the Digital Economy

Building pilot programs in partnership with experienced private sector and public institutions. We demand validation first — before a single training hour is delivered.

01

AI Awareness Sessions

Introductory · Recurring at Colleges

The entry point into the T4T pipeline. On-campus awareness sessions at tribal-majority colleges across Odisha introduce students to India's AI and digital economy — dispelling perceptual barriers, surfacing latent interest, and identifying candidates for deeper engagement. Demand validation starts here.

02

Campus Ambassador Program

Ongoing · College Networks Enrol →

Tribal students who complete the Awareness Sessions are invited to become T4T Campus Ambassadors — extending the pipeline into their own colleges and communities. Ambassadors host peer sessions, identify motivated candidates, and act as the connective tissue between T4T and the tribal student network across Odisha. A leadership track with real responsibility and direct mentorship from the T4T team.

03

T4T Summer of Code

Flagship · 6-Week Summer School · Weekends Enrol →

The flagship T4T program — a rigorous, demand-validated six-week summer school that combines technical training with workplace readiness, co-designed with private-sector experts and public institutions. Skills demand validation precedes curriculum design, not vice versa.

Track 01 · Core · 4 Weeks
AI & GovTech Foundations

Applied AI, data analytics, and digital tools — industry-validated and aligned with verified hiring needs in AI applications and advanced analytics.

Track 02 · Core · 2 Weeks
Workplace Readiness

Structured professional communication and workplace readiness modules that address social bias and cultural distance affecting placement conversion rates.

04

Practical Training

Applied · 6 Weeks

Real-world applied projects across four tracks — replacing the passive certification-to-job-portal model that has demonstrably failed with direct institutional embedding and hands-on experience.

Track 01
Work with ITDAs

Applied projects within Integrated Tribal Development Agencies — digitizing archives, building data infrastructure, and strengthening digital governance capacity.

Track 02
Private Sector

Placement projects with technology employers and industry partners — building verifiable work experience and direct referral pathways into formal employment.

Track 03
Entrepreneurship

Igniting local entrepreneurship for AI applications — supporting tribal youth in developing tools, products, and ventures that serve community and market needs.

Track 04
Research Collaboration

Partnering with research institutions to develop open datasets, digitize locally held knowledge, and generate the evidence base that the tribal economy currently lacks.

Join the Movement

Whether you're a student, employer, researcher, policymaker, or supporter — there's a role for you in building India's most inclusive tech talent pipeline.

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