"Transparency is the greatest safeguard. Open code and shared development will allow millions of young minds to make AI better and safer."
Provlo prepares first drafts of OMs, Parliament Question replies, RTI responses and file notings from the ministry's own records, in the prescribed formats. Every figure is cited to its source, and the account of how each draft was made stays on the system. The officer on the file remains the deciding authority.
Each card below shows a draft coming together the way it happens in the workspace. Output follows the prescribed format: CSMOP for OMs, the Lok Sabha manual for Question replies, the RTI Act for responses. Drafts download as .docx in Hindi or English with the file number, annexure tables and signature block in place. Select a card to watch it work.
Type what you need. The draft arrives with the bilingual header, F. No., dated line, indented paragraphs and distribution list. Prior OMs are cross-referenced and footnoted.
Every part of the Question answered in order. No parts invented, no parts clubbed. State-wise annexures arrive as real Word tables, and past replies laid on the floor of the House are treated as the position of record.
Provlo reads the application, identifies which RTI Act exemption may apply, and either drafts the reply or flags the part needing PIO discretion. Every exemption invoked is logged with the clause and the reasoning.
Drafts in the voice of the level you select, from Section Officer to Joint Secretary, with the correct framing of "submitted for orders" and "as approved". AI text and officer text remain separately marked.
Demi-official letters with the conventions intact: the "My dear" salutation, first-name basis, no F. No., signature by hand. Addressee rank is matched from Secretary down to State Secretary.
Type the question. Provlo searches the ministry's prior replies, OMs and notings for the closest precedent. Each match shows the session, Question number, date and a checkable reference to the source.
Provlo follows the file after it leaves the desk: answers grounded in the division's own records, assurance deadlines on a visible clock, and field reports that arrive with verifiable evidence attached.
A chat that answers only from ingested official records: sanction orders, laid Parliament replies, review-meeting data. It cites the source of every figure. If something is not on record, it says so instead of guessing.
Every assurance given on the floor of the House starts a countdown. Provlo tracks the pendency, drafts the implementation report, and escalates before the deadline instead of after it.
State teams and consultants file progress from the field with photographs and documents attached. Each attachment is text-scanned, checked for relevance and content-hashed, so headquarters reads evidence, not claims.
Type it the way you would brief a colleague: "Draft the reply to this Question", "Put up a noting for the JS". Paste the PQ, attach the reference, in Hindi or English.
The draft arrives in the prescribed format with every figure cited to its source. Anything that needs your eye is flagged before the file moves.
Export as .docx with the file number, indents, annexure tables and signature block intact. The record of how the draft was made stays on the system.
Figures drawn from DARPG monthly reports, Information Commission performance audits and the Lok Sabha procedure manual. Every figure is cited to its source.
These controls run in the execution path of every request. They cannot be switched off by configuration, and the record they produce can be independently checked.
Every model call, tool invocation and memory access writes a hash-linked event. There is no delete operation, so any alteration of past records is detectable.
SHA-256 hash chain, gapless sequence numbering
Each software agent holds its own signing key. Inter-agent messages, memory writes and the final draft are all signed, so authorship can always be established.
Ed25519 signatures on messages, memory and outputs
Policy rules on thresholds, personal data and classification limits are evaluated before and after every model call. High-risk items are held for officer review with the reasoning attached.
Pre-call and post-call checks, risk score, explanation report
Every draft, whether an OM, an RTI response or a file noting, carries a signed provenance envelope recording which sources were used, when they were fetched, and by whom.
Signed envelope, content hash, official-source allowlist
Sign in with your workspace credentials, or with a one-time code on your registered mobile. Access is restricted to authorised officers.
