RETURN // PORTFOLIOSYSTEM // CASE STUDY: RESEARCH_NAVIGATOR
FEATURED SYSTEM SHOWCASEDEMO DAY SPRINT

Research Navigator

An automated validation platform that stress-tests business models against market size, unit economics, and customer acquisition costs. It shifts startup validation from static outlines to automated, gate-driven research loops that generate structured evaluation dossiers.

01 // SYSTEM TOPOLOGY

HYBRID DEPLOYMENT
TIER 1 // FRONTEND PANEL

Client Dashboard

Renders interactive metrics status indicators. Manages validation scores, active user feedback, and dossier export formats.

Stack: Vue 3, Pinia, Tailwind CSS
TIER 2 // WEBSOCKET ROUTER

API Connection Hub

Coordinates data streaming, user validation, and message routing. Provides low-latency connections to the backend processing services.

Stack: Go (Golang), WebSockets, Gin
TIER 3 // AGENT ENGINE

Analysis Service

Orchestrates automated evaluation cycles. Runs indexing tasks, evaluates business metrics, and builds structured evaluation dossiers.

Stack: Python, FastAPI

02 // VALIDATION STATUS PATHWAY

QUALIFICATION GATES
RED // STAGE BLOCKED

System pauses execution due to unbacked or missing market metrics. The workflow restarts once target evidence is provided.

YELLOW // ACTIVE AUDIT

Targeted information collection. System coordinates data scans and queries relevant data sets.

GREEN // VERIFIED

Milestone approved. Evaluation engine marks verified data points and records primary source citations.

03 // AGENT SERVICE DEFINITIONS

AGENT DEFINITIONENGINEOPERATIONAL TASK
Input ValidatorValidation EngineEvaluates baseline assumptions against structural validation rubrics.
Research CoordinatorOrchestration ServiceDetermines key testing parameters and structures automated evaluation stages.
Market IndexerData Ingestion ServiceGathers competitive signals and pricing references from online data sets.
Evaluation AuditorAnalysis EngineReviews and scores accumulated metrics to output a final validation brief.