The Strategic Research Engine
Agentic RAG for High-Fidelity Market Intelligence
Move from "Search" to "Insight." An autonomous research layer that synthesizes web intelligence and internal documentation into executive-ready battle cards.
The Speed-to-Insight Gap
Manual research is the bottleneck for high-stakes decision-making
In the time it takes a senior analyst to compile a competitive brief, the trail has often gone cold. "Naive RAG" systems fail here because they provide fragments of data without the reasoning required to connect the dots. This engine solves the information overload problem by replacing manual searching with Autonomous Synthesis.
Our Framework: Source-Generate-Synthesize
(The Ingest): Source
Targeted Ingestion—identifying high-value data. Instead of a broad scrape, the system uses triage data to identify the five most relevant URLs to maximize quality.
(The Reasoning): Generate
Signal Filtering—transforming noise into insights. Utilizing an asynchronous batch scrape via AWS to feed gold-standard data into the reasoning engine.
Strategy Packaging—the F.I.A. Engine. Delivering facts, impact analysis, and personalized opening moves via a polished PDF battle card.
(The Outcome): Synthesize
Our Framework: Source-Generate-Synthesize
(The Ingest): Source
Targeted Ingestion—identifying high-value data. Instead of a broad scrape, the system uses triage data to identify the five most relevant URLs to maximize quality.
(The Reasoning): Generate
Signal Filtering—transforming noise into insights. Utilizing an asynchronous batch scrape via AWS to feed gold-standard data into the reasoning engine.
Strategy Packaging—the F.I.A. Engine. Delivering facts, impact analysis, and personalized opening moves via a polished PDF battle card.
(The Outcome): Synthesize
Our Framework: Source-Generate-Synthesize
(The Ingest): Source
Targeted Ingestion—identifying high-value data. Instead of a broad scrape, the system uses triage data to identify the five most relevant URLs to maximize quality.
(The Reasoning): Generate
Signal Filtering—transforming noise into insights. Utilizing an asynchronous batch scrape via AWS to feed gold-standard data into the reasoning engine.
Strategy Packaging—the F.I.A. Engine. Delivering facts, impact analysis, and personalized opening moves via a polished PDF battle card.
(The Outcome): Synthesize
From Blueprint to Execution: A Technical Walkthrough
Watch the deconstruction of the multi-agent orchestration required to collapse an hour of manual analyst research into a 3-minute, high-fidelity strategic battle card for under $1.
The Stack
Orchestrator: n8n
Data Source: Firecrawl
Processing: AWS Lambda
Reasoning Engine: Claude 3.5 Sonnet (via AWS Bedrock)
Execution Layer: PDF Munk & Slack
