Live monitoringNarrative clusteringEvidence weightedKedar AI Prediction drafts

See the narrative before it becomes the headline.

Nitisetu is an Advanced AI Enabled intelligence console for high-visibility teams. Monitor public image, detect narrative shifts, weigh the evidence, and prepare review-ready reports from one secure workspace.

Invite-only access. No public demo. No open signup.

NIntelligence console
Live
PFPublic figureIllustrative view
MixedRisk high
Narrative spike - 14d18,420 mentions

Source coverage

News
X / Twitter
Web / Firecrawl
Cross-platform spread
Firecrawl-first web discovery
Official X reserved for rare cases
AI-first classification
Human review for sensitive cases
Invite-only access

The workflow

From raw public signals to a decision you can defend

Track

Watch the public figures and pages you cannot miss

Public figureParty pageSpokespersonBrand handleRegional desk
Detect

Catch narrative spikes as they form

Compare

See which sources drive coverage

News
X / Twitter
Web
Review

Weigh evidence quality before you act

Primary claimStrong
Reaction threadWeak
Brief

Turn it into a Kedar AI Prediction report draft for human review

Executive summary

Risk and spread

Response options

The console

One canvas for entities, narratives, evidence, and sources

Every signal lands in one place: who it is about, where it spread, how strong the evidence is, and what the team should do next.

app.nitisetu - narrative detail Live
PFPublic figure Illustrative

X

248k

IG

132k

YT

96k

StancePositive
Public image riskMedium
Narrative timeline14 days
Spike +540%Cross-platform4 sources

Evidence

NewsRegional daily covers timelineStrong
XThread velocity above baselineWeak
WebTwo outlets, one sourceCorroborating
Evidence caveat: thinly sourced, not yet a high-confidence narrative.
Stored items 7dGoogle News443X / Twitter427Web / Firecrawl118YouTube57

Source coverage

Know your sources, not just your mentions

Mention counts hide who is actually driving a story. Nitisetu maps coverage across news, X, web, and video, shows how independent those sources are, and stays Firecrawl-first with Official X reserved for rare structured context.

  • Coverage mapped across every source family
  • Independence and strength, not just volume
  • Firecrawl-first discovery; Official X reserved
Source coverage 4 source families
PFPublic figureIllustrative
News443 stored
X / Twitter427 stored
Web / Firecrawl118 stored
YouTube57 stored
Firecrawl-first discovery Official X reserved

Who it is for

Built for teams that cannot be caught off guard

Political teams

Narrative spike +540%

Public figures

Stance: Positive

Brands and institutions

Risk: Medium

Communications teams

4 sources linked

Kedar AI Prediction

Signals become planning intelligence, not just a feed

Kedar AI Prediction helps turn the signals you monitor into risk summaries, evidence notes, planning intelligence, and report drafts. Your team reviews and finalizes every output.

Kedar AI Prediction report draftFor review
Risk summarySpread and sentiment context
Evidence notesCaveats on thin sourcing
Planning intelligenceOptions framed as possibilities
Report draftFor human review and sign-off

Drafted from 1,164 linked mentions across 4 platforms. Reviewed before use.

Draft

Recommended next step

Publish the documented timeline first; restating the claim historically increases its reach.

Advanced AI Enabled

AI reads the narrative. Your team keeps the judgment.

Classification is AI-first across sentiment, stance, and narrative grouping. Every read is weighed against evidence, drafted into a Kedar AI Prediction briefing, and held for human review before it is used.

Ingest

Public signals in

NewsXWebVideo

Classify

AI reads the meaning

SentimentStanceNarrative

Weigh

Evidence weighting

StrongThinCaveats

Draft

Kedar AI Prediction report draft

RiskSpreadOptions

Review

Human sign-off

ReviewedFinalized

Security and access

A gated workspace, not a public app

Invite-only

Accounts created by your Super Admin. No open signup.

Role-based access

Isolated client workspaces and scoped permissions.

Provider privacy

Credentials stay server-side and render masked.

Human review

Sensitive outputs are reviewed before they are used.

Why Nitisetu

Narrative-aware and evidence-backed, not another listening dashboard

Generic tools count mentions. Nitisetu reads narratives, weighs evidence, knows its sources, and is built for high-visibility public identities.

CapabilityNitisetuGeneric social listeningManual monitoringAlert-only tools
Advanced AI Enabled classification
Narrative clustering, not keyword feeds
Evidence quality and caveatsPartial
Source coverage intelligencePartialManual
Report drafts for human reviewManual
Built for sensitive public contextsPartial
Invite-only, governed accessPartial

Category comparison for orientation. No competitor is named.

FAQ

Questions teams ask before access

Is Nitisetu Advanced AI Enabled?

Yes. AI-first classification reads sentiment, stance, tone, and narrative grouping, and Kedar AI Prediction drafts risk summaries, evidence notes, and report drafts. Outputs are reviewed by your team before use.

How do you discover public web signals?

Firecrawl-first public web discovery, plus official news and platform APIs as separate structured sources. The official X API is reserved for rare, high-value structured context.

Can anyone sign up?

No. Nitisetu is invite-only. There is no public demo and no open signup. Your Super Admin creates and manages workspace accounts.

Do you scrape private content?

No. No private scraping, no cookies, no login bypass. Public sources and official APIs only, with human review for sensitive cases.

What are Kedar AI Prediction reports?

Kedar AI Prediction turns monitored signals into risk summaries, evidence notes, planning intelligence, and report drafts. They are decision aids for human reviewers, not automated verdicts.

Request access to Nitisetu.

Invite-only. Talk to the team and your Super Admin creates and manages workspace accounts.