Department of Scientific and Industrial Research
Five evidence-based challenges identified for this entity, each paired with a ready-to-build AI tool specification — free for the Government of India to deploy.
Top 5 Challenges
Drawn from official reports, audits, parliamentary material and public feedback. Framed as improvement opportunities, never as criticism.
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1
CSIR lab technology licensing pipelines lack unified deal tracking systems
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2
SIRO recognition applications from industry processed through manual verification steps
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3
Patent portfolio maintenance decisions lack data-driven cost-benefit analytics support
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4
Lab publication and knowledge outputs remain poorly discoverable for industry users
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5
Techno-commercial feasibility study requests from MSMEs face long response times
Five AI Tools
Each tool answers the matching challenge above, and is built on curated official sources with safeguards and human oversight.
Praudyogik Darpan
Technology Licensing Pipeline Tracker
Gives DSIR and CSIR technology transfer officers a single view of every licensing deal — from invention disclosure to signed agreement and royalty — flagging stalled negotiations, summarising pipelines by lab and sector, and drafting follow-ups so no commercialisation opportunity is lost.
View build specManyata Sahayak
SIRO Application Processing Copilot
Helps DSIR officers screen Scientific and Industrial Research Organisation (SIRO) recognition and renewal applications: checks documents against DSIR guidelines, flags gaps, drafts deficiency letters and prepares crisp screening-committee summaries, cutting weeks off manual verification.
View build specBauddhik Kosh
Patent Portfolio Decision Analytics
Turns raw patent lists into maintain / license / abandon recommendations for DSIR and CSIR IP cells, weighing renewal fees under the Patents Act 1970 against licensing income, citations and technology relevance, so scarce IP budgets protect the patents that matter.
View build specGyan Setu
Lab Knowledge Discovery Engine
A discovery assistant that helps industry, MSMEs and startups find relevant CSIR lab publications, technologies and expertise in plain language — translating business problems into the right labs, papers and licensable know-how, and drafting the first outreach email.
View build specSambhavya Mitra
Feasibility Study Response Assistant
Speeds up DSIR responses to MSME techno-commercial feasibility requests: structures the enquiry, drafts a first-cut feasibility note covering technology options, indicative costs, approvals and support schemes like PRISM, and routes the case to the right lab or programme officer.
View build specAre you from Department of Scientific and Industrial Research?
We will build, deploy and hand over these five tools to your office free of charge, as a seva to the nation. No licence fee, no lock-in.
Contact the project team