From noise
to judgment.
SABHYA helps you handle routine comments, surface the uncertain ones, and stay in control of every decision.
A clearer picture of every conversation.
See how comments can be sorted into distinct decisions. Explore the example below.
One stream.
Three decisions.
Useful replies stay visible. Clear abuse can be hidden. Ambiguity goes to review, where a person makes the call.
That reply sounds harsh, but I need the context.
Targeted personal insult in a reply.
Yeh idea kaafi useful tha.
Simulated demo — no live Instagram data. Decisions shown are illustrative, not real moderation outcomes.
Less noise.
More signal.
Moderation needs room for uncertainty. SABHYA is designed to escalate the comments that deserve a closer look.
- Understand the languageRoute English and selected Romanized Indian language comments with uncertainty in view.
- Read the signalUse focused models and policy checks to separate routine cases from harder ones.
- Make a judgmentKeep, hide, or send to review. A decision and an Instagram action are tracked separately.
- Keep controlReview ambiguous cases and see what happened after an action was attempted.
Your comments.
Your judgment.
Automation should make the work lighter without making the process invisible.
Routine handled
Clear cases can move through the moderation workflow without demanding your attention on every reply.
Uncertainty surfaced
When a comment needs context, review remains a real outcome rather than a quiet guess.
Actions visible
A hide decision is distinct from whether the Instagram action succeeded. That distinction stays visible in the product.
A better comment section starts with a clearer view.
SABHYA is being prepared for controlled access. The app is the home for account connection and moderation once access is enabled.
That breakdown was genuinely helpful.