Uncover Strategic Insights
with Deep Research

LayerNext Deep Research agents run hypothesis-driven analysis across structured and unstructured data to uncover hidden risks, root causes, and growth opportunities.

AI that answers the why

Most tools stop at "what happened." LayerNext Deep Research Agent goes further to uncover why it happened. Our Root Cause Analysis agents run multiple hypothesis-based analyses across your data by testing patterns, relationships, and breakdowns across time, product, geography, or customer segment.

  • Form hypotheses
  • Run step-by-step analysis with deep thinking
  • Look for supporting or contradicting data
  • Create final comprehensive report with data references and citations
  • Integrates with your S3, GCP, Azure cloud storage buckets
  • Fast search with proprietary indexing module
  • Create and standardize metadata and tags
  • Support images, video and other files types such as GPS data

AI that recommends what to do next

LayerNext doesn’t just explain the past it helps you plan the future. Our Strategic Planning agent allows decision-makers to ask outcome oriented questions like; “What should I do to increase revenue by 10%” or “Which levers can I pull to improve gross margin?”

  • Quantitative reasoning (how and why it works).
  • Supporting data sources and metrics.
  • Confidence level based on historical patterns.
  • Potential trade-offs and unintended consequences.
  • Build dynamic search queries with built in query interface
  • Search data with metadata, tags, labels and other content types
  • Generate shareable links for dataset, image or video collections

Deep Research use cases

LayerNext Deep Research agent is designed to help business teams and analysts find answers for complex business problems that otherwise takes days or weeks with manual work. The agent does the majority of the work and the human is still in the control seat to verify the final outcome.

KPI Movement Analysis
Uncover root causes behind drops or spikes in revenue, churn, margin, or usage
Executive Planning
Simulate different strategies to hit business goals like revenue or retention
Risk & Anomaly Detection
Identify operational risks, outliers, or behavioral anomalies across systems
GTM Optimization
Analyze performance by region, channel, or segment and simulate adjustments
Board-Ready Briefings
Generate presentation-ready summaries with key insights and supporting data
Portfolio / Business Unit Analysis
Compare performance across brands or teams and uncover hidden inefficiencies

Why LayerNext Deep Research?

LayerNext Deep Research agent is designed to help business teams and analysts find answers for complex business problems that otherwise takes days or weeks with manual work. The agent does the majority of the work and the human is still in the control seat to verify the final outcome.

Root cause analysis

AI agents recursively ask why to uncover hidden drivers behind business changes.

Strategy simulations

Models different actions and estimates business impact based on historical patterns.

Hypothesis-based reasoning

AI agents generate, test, and validate micro-hypotheses across datasets.

Automated insight reports

Delivers concise reports with insights, reasoning, and links to supporting data.

Structured + unstructured


Processes tables, PDFs, emails, and notes to extract meaningful business signals.

Multi-source scanning

Analyzes patterns across CRMs, ERPs, BI tools, and internal document systems.

Ready to run Deep Research on your data?

Unlock hidden insights, uncover root causes, and simulate business strategies. All powered by your existing data. Let our AI agents do the heavy lifting, so you can focus on making smarter decisions.

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