AI FinOps: Managing LLM, GPU and Agentic AI Costs

MIT Solve seeks innovative, tech-based solutions to equitably adapt to a warming climate and decarbonize how we live and eat, offering grants and prizes.

Y Combinator's Winter 2027 batch (January–March, San Francisco) invests $500K in early-stage startups and adds partner mentorship, a founder network and investor introductions.

NLnet offers financial support for technical development projects that use open licenses and standards, with a focus on open internet technologies, with grants up to €50,000.

Non-dilutive grants of €5,000–€50,000 for open-source software, hardware and open-standards work that strengthens the open internet.

Explore international market access, technology internationalisation, partnerships, and commercialisation opportunities through BIRAC EDGE at IKP Knowledge Park.

A one-year equity-free fellowship by Bharathiya Vikas Trust, offering up to ₹30 lakh and comprehensive support to biomedical innovators at TRL 4+.

An industry-specific accelerator program connecting mid-to-late stage startups with corporate partners to solve complex challenges and drive commercial collaboration.

This PLI scheme by the Ministry of Heavy Industries incentivises domestic and foreign investors to establish giga-scale Advanced Chemistry Cell (ACC) battery manufacturing facilities in India with financial subsidies.

An early-stage startup challenge by Cars24, Startup India, and Startup Policy Forum, offering a shared prize pool of ₹1 crore, mentorship, and deployment opportunities across Fintech, Mobility, Supply Chain, and Sovereign AI.

A structured business acceleration program for innovative MSMEs and startups in West Bengal, offering training, mentorship, and investor access to facilitate funding and expansion.

Soft loan of up to Rs. 15 lakhs at 6% simple interest for early-stage Kerala startups building innovative products, from the Kerala Startup Mission.

Interest-free seed loan for Bihar-registered validation-stage startups, with bonus for women/SC/ST/differently-abled.

Funding for Kerala-registered revenue-stage tech startups with collateral-free debt.

Soft loan for women entrepreneurs in Kerala with government/PSU project orders.

Credit guarantee cover up to Rs 20 crore that lets banks, NBFCs and AIFs lend to DPIIT-recognised startups without collateral. You receive a loan and repay it. CGSS is not a grant.

Collateral-free credit guarantee up to ₹2 crore for micro & small enterprises

Collateral-free loans up to ₹20 lakh for micro and small non-farm businesses

Below-market soft loans from ₹10 lakh for MSMEs in manufacturing and services

Subordinate debt with 90% CGTMSE guarantee for stressed/NPA-classified MSMEs

Below-market NABARD loans for dairy cooperatives and producer companies for processing infrastructure

MIT Solve seeks innovative, tech-based solutions to equitably adapt to a warming climate and decarbonize how we live and eat, offering grants and prizes.

An industry-specific accelerator program connecting mid-to-late stage startups with corporate partners to solve complex challenges and drive commercial collaboration.

An early-stage startup challenge by Cars24, Startup India, and Startup Policy Forum, offering a shared prize pool of ₹1 crore, mentorship, and deployment opportunities across Fintech, Mobility, Supply Chain, and Sovereign AI.

An India-wide grand challenge inviting students, startups, and enterprises to build innovative digital twin solutions for India's logistics sector, offering cash prizes and access to key datasets.

An online, beginner-friendly hackathon with a $300 prize pool, open to participants worldwide including India.

A national challenge to identify and accelerate validated, deployable innovations addressing heat and climate-health challenges in India, offering cash prizes and support.

The D-Prize Global Competition provides up to US$20,000 to launch new organizations distributing proven poverty solutions in low- and middle-income countries.

A national-level virtual hackathon by IEEE SMC GNITC — 48-hour sprint with a $1,350 prize pool.

A global competition for early-stage AI startups addressing major global challenges, offering a $20,000 grand prize, mentorship, and global exposure.

A virtual hackathon for students, researchers, and early-stage entrepreneurs focused on SDGs and global science — $1,000 prize pool.