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    • Home
    • Data Marketplace
      • POS, SKU Data
      • Industry Experts Data
    • AI Reports
      • POS/SKU Analysis
      • Expers Data Analysis
      • Advanced Combined Report
    • Research & Insights
    • Consulting Services
    • CONTACT

  • Home
  • Data Marketplace
    • POS, SKU Data
    • Industry Experts Data
  • AI Reports
    • POS/SKU Analysis
    • Expers Data Analysis
    • Advanced Combined Report
  • Research & Insights
  • Consulting Services
  • CONTACT

From Conversation to Competitive Intelligence

Reading dozens of expert interviews takes time. Understanding the patterns within them requires analysis. Our AI-powered Expert Transcript Analysis distills thousands of expert conversations into clear, predictive insight—so you can move from anecdote to action faster. 

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What Makes This Valuable

💡 Signal Extraction at Scale

We analyze thousands of interviews to identify recurring themes, sentiment shifts, and emerging market signals—saving your team hours of manual review and surfacing trends no single transcript could reveal. 

🧠 Expert Opinions, Enhanced by AI

Our proprietary algorithms interpret the tone, certainty, and direction of expert statements—classifying them into predictive signals that support investment, product, and strategy decisions. 

🔍 Get the “So What?” Instantly

We don’t just summarize what experts said—we synthesize the implications. Which product category is likely to decline? What supply chain risk is spreading regionally? Where are execs quietly reallocating budgets? We highlight the answers. 

📊 Structured Insight from Unstructured Talk

Our platform transforms qualitative input into structured, queryable insights. You'll see sentiment scores, frequency counts, and correlation with external data—allowing for easy comparison, tracking, and reporting. 

🌍 Cross-Market & Cross-Discipline Comparisons

Track how expert opinion on a topic varies across regions (e.g. Europe vs. Asia) or sectors (e.g. biotech vs. medtech). This helps validate strategies or detect overlooked variables in your planning. 

🔐 Confidential & Curated for You

Each report is confidential, built from anonymized interviews, and tailored to your market, sector, or question. It's not a generic dashboard—it's an insight engine for your business. 

Our Methodology – How We Turn Voices Into Vision

🧠 Step 1: Transcript Curation & Categorization

 Our team selects only the most relevant expert interviews, using strict criteria:

  • Sector-specific domain knowledge
  • Verified professional background
  • Conversation recency (we prioritize last 3–6 months)
  • Relevance to market-moving topics
     

Each transcript is tagged by:

  • Industry
  • Geography
  • Topic themes (e.g. “supply chain volatility”, “regulatory pressure”, “demand softening”)

🤖 Step 2: Natural Language Processing & Sentiment Modeling

We apply proprietary NLP models to analyze:

  • Keyword Frequency – Which terms are emerging or fading in expert usage
  • Tone & Certainty – Confidence levels, caution, urgency
  • Directionality – Positive/neutral/negative sentiment across topics 
  • Risk Markers – Flags for early warnings (e.g. “unsure”, “delays”, “downturn”)

 

Our models are trained specifically on B2B expert content, not social media or customer reviews—giving you high signal-to-noise analysis.

🔗 Step 3: Cross-Source Correlation

Insights are layered with other data sources when available:

  • POS & SKU data (if clients use both services)
  • Earnings transcripts
  • Sector-specific benchmarks
  • External events (e.g. geopolitical, regulatory)
     

This allows us to validate insights and highlight divergences between expert sentiment and hard data.

📊 Step 4: Trend Synthesis & Visual Reporting

 All findings are structured into:

  • Thematic clusters
  • Trend heatmaps
  • Sentiment trendlines
  • Flagged risk/opportunity zones
     

Each report includes:

  • Visual breakdowns (graphs, maps, quote clouds)
  • Analyst summaries
  • Recommended strategic questions to ask your team

✅ Step 5: Human Review & Customization

 Before delivery, each report is reviewed by our sector specialists who:

  • Remove outlier noise
  • Refine segment framing
  • Customize report narratives to align with client focus (investment, strategy, product)

Contact Us

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Adamant Research

County Dublin, Ireland

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