Is this a real radiology centre case study?

No. This is a simulated proof-of-method asset built with synthetic sample workflow rows. It is not a real radiology centre, imaging centre, hospital, patient-data analysis, PHI, client outcome, testimonial, medical advice, privacy advice, DPDP compliance claim, report turnaround improvement claim, revenue claim or ROI claim.

What operational problem does it demonstrate?

It demonstrates how radiology report-access workflows across phone, WhatsApp, walk-ins, website forms, doctor referrals, camps, aggregator bookings, TPA queues and report-download support can be converted into owner-visible queues for report access, critical-finding doctor escalation, secure report-link routing, DPDP notice prompts, WhatsApp opt-in evidence, AI boundary disclosure and closure reasons.

Can this guarantee faster reports, compliance or patient outcomes?

No. The figures are synthetic arithmetic outputs only. A real pilot would require permissioned centre data, data minimisation, qualified medical, legal, privacy and security review, and explicit approval before any public outcome or compliance statement.

Simulated proof asset · India radiology centres · Report access + DPDP-aware evidence

Simulated India radiology centre report access + DPDP diagnostic

This no-fake-client proof asset shows how AICS can inspect radiology trust leakage across MRI and CT enquiries, ultrasound walk-ins, X-ray camp sheets, doctor referrals, website forms, aggregator bookings, PET-CT pre-authorisation, report download support, TPA queues and Google Business Profile calls. It is synthetic only: no real radiology centre, imaging centre, hospital, doctor, patient, PHI, report turnaround outcome, DPDP compliance, revenue or ROI claim is made.

Request a radiology workflow fit check Read DPDP lab resource Back to proof hub

Important claim boundary: this page is a simulated proof-of-method demonstration. It is not a customer case study, not a testimonial, not a patient-data analysis, and makes no real radiology centre, no real imaging centre, no real hospital, no real doctor, no patient, no PHI, no medical advice, no legal advice, no privacy advice, no security advice, no DPDP compliance claim, no healthcare compliance claim, no report turnaround improvement outcome, no ranking, no revenue and no ROI promise.

Synthetic requests4,42312 synthetic workflow/channel rows

Reports due2,954sample records needing access-state visibility

Delayed access records986synthetic backlog count

On-time access proxy66.6%arithmetic output, not a real result

Critical findings162synthetic records requiring escalation route

Doctor escalated65critical escalation coverage proxy 40.1%

Secure report-link gap4,218sample requests needing route evidence

Owner assignment gap3,903requests without clear accountable owner

Diagnostic method

What a radiology owner can inspect before scaling PACS/RIS workflows, WhatsApp report delivery or AI reception

The diagnostic converts report-access and enquiry workflows into operating queues: source tagging, owner assignment, report access state, critical-finding doctor escalation, DPDP notice prompts, WhatsApp opt-in evidence, AI boundary wording, secure report-link route, radiologist-review route and closure reasons.

Evidence/control area	Synthetic request volume with gap	Why AICS would flag it
Callback coverage	25.1%	After-hours and missed-call pools need a visible callback queue before reception or AI-reception tooling can be judged.
Source captured	3,451	Owners cannot compare phone, WhatsApp, walk-in, doctor, camp, website and aggregator sources without consistent source fields.
Owner assigned	3,903	Report-access problems need visible accountability across front desk, technician, radiologist, referring-doctor coordinator, PACS/IT, billing/TPA and centre owner roles.
DPDP notice prompt	4,423	The workflow lacks operational evidence that notice/purpose language was presented; this is not compliance advice or certification.
WhatsApp opt-in evidence	4,423	Centres need a documented distinction between permissioned report/status messages and informal staff forwarding.
Secure report-link route	4,218	Report access should avoid uncontrolled attachments or shared links unless reviewed by qualified privacy/security advisers.
Radiologist review route	2,479	Clinical or urgent escalation questions require a human medical-review route, not an automated admin answer.
Closure reason captured	4,423	Unresolved report-download and escalation requests should become a reviewable owner queue, not staff memory.

Highest attention rows

The synthetic rows with the largest report-access backlog or escalation risk

Workflow	Monthly requests	Reports due	On-time reports	Delayed access	Critical findings	Doctor escalated
X-ray corporate camp sheets	760	742	511	231	8	2
CT scan WhatsApp booking requests	410	332	201	131	29	12
Aggregator booking spillover	365	297	163	134	16	5
Website scan package forms	244	191	109	82	11	4
PET-CT pre-authorization coordination	96	82	43	39	21	9

Before diagnostic

Centre owner sees separate WhatsApp chats, call logs, camp spreadsheets, referral slips, TPA queues and report-download support calls.
Delayed report access and critical-finding escalation are discussed anecdotally, not as a single owner dashboard.
DPDP notice prompts, WhatsApp opt-in evidence, secure-report-link routing and AI/admin boundaries are inconsistent.
Closure reasons are not captured, so repeat access problems become staff memory instead of a reviewable queue.

After diagnostic operating rule

Each workflow becomes a lightweight evidence row with source, owner, due state, report-access state, notice prompt, opt-in evidence and closure reason fields.
A weekly owner memo shows delayed report-access backlog, critical-finding escalation coverage, secure-link route gaps and unresolved support queues.
Automation is constrained until medical, privacy, security and legal boundaries are reviewed by qualified advisers.
The result is an action backlog for the owner, not a DPDP certificate, healthcare compliance claim or clinical decision system.

Evidence needed before publishing any real radiology outcome

A real pilot should collect only permissioned, minimized operational exports where possible; define report-access and owner rules; document report-delivery state, critical-finding doctor escalation, notice/purpose prompts, WhatsApp opt-in handling, secure report-link route, AI/admin boundary wording, radiologist-review route and closure reasons; and obtain explicit centre approval plus qualified medical, legal, privacy and security review before any public patient, DPDP, report turnaround, revenue or ROI statement.

Synthetic data only
No patient or PHI
No DPDP compliance claim
No report turnaround improvement claim
No revenue or ROI claim

Request radiology workflow fit check Use the lab DPDP resource

Reproducibility

Internal synthetic artifact: /home/agent/.hermes/aicloudstrategist/case-studies/simulated-india-radiology-centre-report-access-dpdp-2026-08-23/. Expected headline output: rows=12, total_requests=4423, after_hours_requests=489, missed_calls=145, callbacks_within_2h=159, callback_coverage_pct=25.1, reports_due=2954, reports_delivered_on_time=1968, delayed_report_access_records=986, on_time_report_access_pct=66.6, critical_findings=162, critical_findings_doctor_escalated=65, critical_escalation_coverage_pct=40.1, source_gap_requests=3451, owner_gap_requests=3903, dpdp_notice_gap_requests=4423, whatsapp_optin_gap_requests=4423, secure_report_link_gap_requests=4218, ai_boundary_gap_requests=3005, radiologist_review_route_gap_requests=2479, closure_reason_gap_requests=4423, attention_rows=9. Input SHA256 8b7b6c8a44a588b1fd4bed99b1b93c6469c6a6fa7d0ec026b99aee6deb646a36; generator SHA256 330c64477cac7f5e28de1795884d1da28bae6a78f5cf81ff92a2ed0249e24c37; report SHA256 da78a9cd8da1f75038c01857aaabe350e829530191ab783cf9b1cef9e33a6695.

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