Drafting RTI responses grounded in the department's own records, with PIO judgment at the center.
Public Information Officers often spend significant time locating the right departmental records, checking possible RTI Act exemptions, and drafting responses to applications. Aeologic built an AI-powered RTI Reply Assistant that grounds each draft in departmental records, policies, and prior responses while keeping every final reply under PIO review and sign-off.
In short
Aeologic built an AI agent that helps Public Information Officers draft responses to RTI applications using the department's own records, policies, and prior responses as its grounding source. The assistant identifies relevant departmental information, flags likely exemptions, supports English and Hindi, and keeps the final response firmly under PIO review.
- Client Government Bodies Handling RTI Applications
- Problem Slow, manual, and inconsistent RTI response drafting
- Solution Department-grounded AI drafting + exemption flagging + PIO review
- Scale High-volume RTI processing across government departments and PSUs
RTI responses required careful record-finding, exemption checks, and drafting under strict timelines.
Responding to an RTI application means locating the exact information requested within departmental records, determining whether any part of that information may fall under a statutory exemption, and preparing a response within the RTI Act's timelines. Public Information Officers often manage this work alongside their regular duties. Drafting every response from scratch, while checking exemptions and looking at how similar applications were handled previously, creates a slow and inconsistent manual process. Departments needed a way to accelerate preparation without removing the human judgment required for a legally binding response.
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Incoming applications manually reviewed and matched against departmental records
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Possible RTI Act exemptions checked manually for each request
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Similar previous responses searched separately for consistency and precedent
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Drafting performed from scratch while managing strict response timelines
What the RTI assistant had to achieve.
Draft RTI responses grounded in the department's own records rather than generic text.
Correctly identify when requested information may fall under an RTI Act exemption.
Keep drafts consistent with how the department has responded to similar requests.
Support both English and Hindi for applications and response drafting.
Keep every proposed response subject to Public Information Officer review and sign-off.
A department-aware AI drafting layer that turns an RTI application into a review-ready response.
Build a departmental knowledge base
Departmental records, policies, documentation, and previous RTI responses are ingested as the reference layer the assistant uses while preparing a response.
Map the application to relevant information
The incoming application is interpreted request by request, with the assistant identifying the departmental information and previous handling most relevant to what has been asked.
Prepare a PIO-ready response
The system produces a structured response draft, highlights potential exemption considerations, and presents it for officer review before anything is issued.
Record-aware question matching
Each request is mapped against the department's available information so the resulting draft is tied to relevant records rather than generic AI-generated language.
Exemption-aware analysis
The assistant identifies information that may require exemption consideration and surfaces those cases for the PIO instead of treating every request as an automatic disclosure.
Precedent-aware drafting
Earlier responses to similar requests can inform the proposed wording and structure, helping departments maintain a consistent approach across officers and applications.
Bilingual review workflow
English and Hindi support allows the assistant to work with applications and prepare corresponding drafts in the language required by the case.
Four specific RTI challenges, four controlled fixes.
Drafting from the department's actual records
A generic response could be inaccurate or disconnected from the information held by the department.
Department-grounded knowledge base
The assistant uses ingested departmental records, policies, documentation, and prior RTI responses as its response-grounding layer.
Correctly applying potential exemptions
Misjudging an exemption can create the risk of wrongly withholding or disclosing information.
Exemption flags for PIO judgment
The assistant surfaces likely exemption cases for officer consideration instead of independently deciding whether information should be disclosed.
Keeping responses consistent across officers
Similar RTI requests could receive different wording and handling when each response is drafted independently.
Prior-response context
Previous departmental responses to similar requests provide contextual guidance for preparing more consistent drafts over time.
Keeping a human decision-maker in control
An RTI response is legally significant and should not be issued solely on an automated recommendation.
Mandatory PIO review and sign-off
Every generated response remains a draft until the Public Information Officer reviews and approves the final content.
"The assistant is designed to accelerate preparation, not replace the Public Information Officer. Departmental records provide the grounding, exemption signals provide an additional review point, and the PIO remains responsible for the final response."
From manual RTI drafting to faster, grounded, review-ready responses.
Faster turnaround on RTI responses without sacrificing the review process required by the department.
More consistent responses to similar requests across officers and over time.
Reduced risk of inadvertent disclosure by surfacing information that may require exemption consideration.
Lower manual burden on Public Information Officers handling high volumes of applications.
Faster RTI drafting without taking judgment away from the PIO.
The RTI Reply Assistant turns incoming RTI applications into structured, department-grounded response drafts. By combining departmental knowledge grounding, application-to-record matching, exemption-aware analysis, precedent-informed drafting, and bilingual support, the assistant reduces the manual effort involved in preparing responses. Most importantly, every draft remains subject to Public Information Officer review and sign-off, keeping human judgment at the center of every reply.
Common questions about the RTI Reply Assistant.
Find quick answers about departmental grounding, exemptions, bilingual drafting, and PIO review.
What does the RTI Reply Assistant do?
The RTI Reply Assistant reads an incoming RTI application, searches the department's own records and prior responses, and prepares a structured draft response grounded in that information. It can also flag likely RTI Act exemptions and prepare the response in English or Hindi.
Can the assistant draft responses using only departmental information?
Yes. The assistant is designed to ground drafts in the department's ingested records, policies, documentation, and prior RTI responses rather than relying on generic information. This helps keep the proposed reply tied to the department's actual information.
How does it handle RTI Act exemptions?
The assistant identifies information that may fall under an RTI Act exemption and flags it for Public Information Officer judgment. It does not independently make the final disclosure decision, helping keep legally significant decisions with the responsible officer.
Can it prepare RTI responses in both English and Hindi?
Yes. The assistant supports both English and Hindi, allowing it to process applications and prepare drafts in the language required for the response.
Does the PIO have to review the draft before it is sent?
Yes. Every response remains a draft for Public Information Officer review and sign-off. The assistant supports preparation and consistency but does not replace the human decision-maker responsible for the final RTI response.
Handling a high volume of RTI applications?
Our architects can map a department-grounded RTI response workflow around your records, policies, previous replies, bilingual requirements, and PIO approval process.
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