Wisma provides AI‑powered narrative intelligence that ingests multilingual public discourse—from news and official announcements to social media—and delivers structured, actionable insights. Its NarrativeIQ suite offers automated Briefs with key mention summaries and deeper Reports featuring impact analysis, audience segmentation, and misinformation detection, all validated by domain experts. An upcoming self‑service platform will enable real‑time hypothesis testing and custom reporting for government, corporate communications, and market intelligence teams.
Funding
Funding not disclosed
Founders
Product
Problem
Organizations must track and interpret massive, multilingual public discourse—from news and official announcements to social media and forums—to make timely strategic decisions, but the volume and speed of information make comprehensive analysis costly and slow.
Solution
Wisma AI’s NarrativeIQ suite uses generative AI to automatically ingest and cluster public sources, then extracts structured insights across five narrative layers: narratives, actors, concerns, evidence, and trajectory. AI‑generated summaries and impact analyses are validated by domain experts to ensure accuracy. The service offers periodic Briefs that deliver multilingual digests of key mentions, and deeper thematic Reports that include audience persona segmentation, message impact assessment, and fact‑checking for misinformation. An upcoming self‑service Platform will enable users to test hypotheses, explore data in real time, and create custom reports without intermediary analysts. All outputs are presented as executive summaries, narrative landscapes, risk frameworks, and communication recommendations, ready for direct decision‑making.
Target Audience
Primary customers are government agencies, policy makers, corporate communications and public affairs teams, and market intelligence groups that need rapid, evidence‑based insights from public discourse.
Features
- Automated ingestion of announcements, news, podcasts, and online discourse across multiple languages
- AI‑driven clustering and summarization with key mention extraction for daily, weekly, or monthly Briefs
- Thematic Reports featuring message impact analysis, audience persona segmentation, and misinformation detection
- Narrative‑First framework that maps five layers of discourse (narratives, actors, concerns, evidence, trajectory) into structured intelligence
- Human expert validation of AI outputs to ensure factual accuracy and contextual relevance
- Transparent, explainable AI reasoning with provenance and traceability for each insight
- Upcoming self‑service web platform for real‑time hypothesis testing, dynamic exploration, and custom stakeholder reporting