Digital Citizens of India uses carefully controlled automation to create practical public information at a scale that a small collective could not reach through manual publishing alone. This Page explains what automation may do, what it must never do and how citizens can question or correct our work.
Why we use automation
People across India face thousands of distinct digital questions. They may need to secure an account, understand a privacy term, report a payment fraud or write a complete grievance. Automation helps us organise these needs, prepare consistent drafts, monitor official sources and make useful information easier to discover. It does not give us permission to publish unsupported advice or pretend that a machine has lived experience.
What content may be automated
Automation is limited to informational Pages under Guides, Playbooks, Resources and Glossary. Blog posts remain human-written. Success Stories describe real human experiences and are never generated, embellished or impersonated by automation. News, Opinion, Events and collective updates may use tools for spelling or formatting but the human contributor remains responsible for the work.
Sources we permit
Operational, legal, financial and safety claims must be supported by current primary sources. These normally include Indian government departments, statutory regulators, public authorities and the official help centres of platforms. We do not rely on search snippets, anonymous social posts or articles that merely repeat another website. Important contact details, deadlines and escalation routes remain blocked when the relevant official source cannot be checked.
How a Page moves towards publication
- A citizen need is added to the content manifest with one clear reader outcome.
- Closely related keyword variations are grouped under one canonical Page.
- Approved official material is fetched and stored with its checking date.
- A draft is prepared in common Indian English with practical context for readers in India.
- Original visual assets are created and their generation details are recorded.
- Automated checks test the word count, sources, links, style, Page structure, image provenance and duplication risk.
- The WordPress publishing lock keeps every failed or incomplete Page in draft.
- A Page may be published only after all required checks pass.
What the checks cannot promise
Automated checks reduce avoidable errors but they do not make a Page infallible. A Page may not yet have been reviewed by a human. It may become outdated when a regulator, public portal or platform changes its procedure. Every automated Page identifies the AI publishing account, shows the source checking date and ends with a clear AI disclosure. We never invent a human author, reviewer, quotation or citizen experience.
Freshness and source monitoring
Emergency contacts and financial procedures are checked daily. Legal and regulatory material is checked weekly. General digital literacy sources are checked monthly. High-risk Pages are recertified every 30 days, medium-risk Pages every 90 days and general reference Pages every 180 days. When a critical source disappears or contradicts the Page, we remove that Page from search, show a verification notice and block unverified operational instructions until validation succeeds again.
Corrections and human participation
If you find a mistake, please use the visible correction route on the Page and include the Page link, the sentence that needs attention and an official source when possible. We keep a record of corrections and update affected Pages after verification. Digital Citizens of India is also looking for more humans to join us, review guidance and help publish more useful content. Human review is credited only when a real person completed it and agreed to be named.
Limits of the information
Our Pages provide general public information. They do not offer personalised legal, financial or medical advice. Urgent playbooks give the complete immediate response before asking anyone to register. Citizens should use the official services listed on the relevant Page and seek qualified professional help when their situation requires it.