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alva singularly integrates Technology, Methodology and Expert Analysts to provide actionable intelligence for our clients.
Technology applies unique NLP capabilities applying lessons learned over many years specifically for reputation intelligence. We apply machine learning and semantic analysis to quantify sentiment in complex, long, and specialised types of content.
Methodology allows us to extract insight from millions of content items through different lenses including companies, geographies, influencers, issues, media types, products, and stakeholders.
Expert Analysts apply industry understanding to interpret findings, tailor analytics intimately to clients’ needs and integrate with internal KPIs, and connect findings to specific actions.
Our proprietary technology aggregates a signification proportion of publicly available content including traditional media (print, broadcast, online), social media (twitter, blogs, forums), surveys and analyst reports-in real time, globally, 24/7.
Filters and semantic analysis shape the data, which is then analysed by machine learning models to identify and categorise company, issue, product, sector, stakeholder, and several other sets of entities and topics.
An early pioneer in natural language technology, alva developed the first ”long-form NLP” to score nuanced sentiment on complex documents. The system applies techniques based on many years of continual learning to understand specialised content types such as investment management research and regulatory filings.
Our technology understand large volumes of streaming content to identify companies and other entities, topics and themes, industry sector, stakeholders, geographic location, and several other dimensions.
Sentiment is calculated through a multi-step process incorporating rules and statistical NLP to shape data then applied to deep learning models.
The system places sentiment and topics into context to see emerging trends, benchmark against peer groups, and drivers that change stakeholder perceptions. To obtain “Stakeholder Intelligence”, alva integrates multiple internal and external datasets linked to clients’ business KPIs.
Analysts apply industry understanding to connect analytic findings into specific insights and recommendations tailored to clients. Analysts carefully customise alva’s broad coverage to specific needs of individual clients.
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