EdgeStudio
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Where Tech Leaders Find Clarity

A comprehensive SaaS platform enabling founders and teams to assess, score, and optimize their business performance with AI-powered insights.

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3-in-1 System

One Integrated System

Evidence-backed, execution-ready platform designed for tech leaders seeking operational clarity.

01
Edge Score
Proprietary 12-area diagnostic with stage-weighted scoring across Leadership, Operations, Market Fit, and Revenue zones.
02
Edge Studio
High-intensity sprint sessions delivering clarity, strategic decisions, and actionable roadmaps for your business.
03
Edge Dashboard
Full team access with traction tracking, live AI progress prompts, reviews, competitor and market scans.
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Target Audience

Built for Tech Leaders

Founders and small teams at every stage of their growth journey.

Startup
Early-stage founders building their first product and seeking product-market fit.
  • Validate business model
  • Build core team
  • Secure initial funding
Scaleup
Growth-stage companies expanding their market presence and team capabilities.
  • Scale operations
  • Expand market reach
  • Optimize unit economics
Established
Mature businesses looking to innovate and maintain competitive advantage.
  • Drive innovation
  • Optimize efficiency
  • Strategic planning
Initial customers: Founders and small teams
Assessment Framework

12 Zones of Impact

Comprehensive business assessment across four strategic categories.

FOUNDATION

Leadership & Strategy

1.
Leadership Alignment
Team alignment on priorities and communication consistency
2.
Vision & Strategy
Market expansion strategy and strategic priorities clarity
3.
Team & Org Systems
Team structure confidence and accountability alignment
Customer Journey

From Assessment to Action

A structured journey from initial interview to actionable 90-day roadmap.

Founder Interview

Initial insight gathering

Mini Report

Customer feedback analysis

Edge Score

12-zone diagnostic assessment

Edge Studio

High-intensity sprint session

Dashboard

90-day roadmap delivery

AI Engine

Intelligence Under the Hood

Our AI engine processes assessment data to generate actionable insights and strategic recommendations.

Automated Insights

Fully automated AI-generated insights based on zone scores, overall performance, and company metadata.

90-Day Roadmap

Structured action plans with clear milestones, priorities, and measurable outcomes.

JSON Schema Validation

Strict schema validation ensures consistent, reliable outputs from LLM processing.

LLM Integration

Server-side prompt construction with raw and parsed outputs retained for audit and debugging.

{ AI Output Schema }
"summary": "Executive overview..."
"risks": [identified risks]
"opportunities": [growth areas]
"roadmap": {90-day plan}
Schema validated • Audit trail retained
Technical Architecture

AWS-Powered Infrastructure

Enterprise-grade architecture built for security, scalability, and reliability.

User Browser
CloudFront/CDN
React SPA
API Gateway
Backend Services
PostgreSQL
Redis Cache
S3 Buckets
AWS Cognito
LLM Provider

Frontend

React + TypeScript + Tailwind

Backend

Node.js (NestJS) / Python (FastAPI)

Database

PostgreSQL (RDS)

Infrastructure

AWS ECS Fargate

UI/UX Design

Material Design Mockups

Polished, external-facing UI with clear navigation and intuitive workflows.

Dashboard Overview
Main dashboard showing Edge Score, zone performance, and key metrics at a glance.
  • Overall Edge Score
  • Zone breakdown charts
  • AI-generated insights
  • 90-day roadmap preview
Questionnaire Flow
Dynamic questionnaire interface with progress tracking and autosave functionality.
  • Stage-based questions
  • 0-5 scoring scale
  • Open text responses
  • Progress indicator
Reporting Interface
Comprehensive reports with visualizations and exportable PDF format.
  • Zone score visualization
  • Trend analysis
  • Recommendations
  • PDF export
Development Progress

Tasks to Complete

Track development progress with persistent task management.

Product Roadmap
Key milestones and deliverables
Inputs

Data model, scoring criteria, weighting

Due: Oct 31Owner: Team
Outputs

Visualisations, metrics, reporting framework

Due: Oct 31Owner: Team
Methodology

Model, AI tools, prompt engineering, validation approach

Due: Nov 7Owner: Team
User Interface

Wireframes, UX flows, front-end design

Due: Nov 28Owner: Team
Back-End Dev

Data pipeline, API integrations, storage schema, scalability checks

Due: Nov 28Owner: Team
System Integration & QA

Front-back-end, AI set up, security testing

Due: Dec 15Owner: Team
Customer Pilot

Tech client half-days, Score delivery, mini-Studio workshop

Due: Jan 26Owner: Team
Implementation Phases
Development sprint progress
Phase 0: Foundations

Project setup, infrastructure, authentication, base architecture

Owner: Engineering
Phase 1: Questionnaire + Scoring

Dynamic questionnaire engine, scoring calculations, zone management

Owner: Engineering
Phase 2: AI Insights + Reports

LLM integration, insight generation, 90-day roadmap, PDF reports

Owner: Engineering
Phase 3: Polish + Hardening

UI refinements, performance optimization, security hardening, documentation

Owner: Engineering

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Completed

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Remaining

Security & Compliance

Enterprise-Grade Security

Built with security-first principles for multi-tenant SaaS deployment.

JWT Authentication
Secure token-based authentication with AWS Cognito integration.
Encryption
TLS enforced for all communication. RDS, S3, and Redis encrypted at rest.
Role-Based Access
RBAC enforcement with Founder/Admin and Team Member roles.
Multi-Tenant Isolation
Per-tenant data isolation with company_id keyed database schema.

Security Requirements

  • TLS enforced for all communication
  • Secrets stored in AWS Secrets Manager
  • Tenant-level isolation at service layer
  • Logging of logins and key actions

Compliance Features

  • Audit trail for all AI outputs
  • Data encryption at rest and in transit
  • Role-based access control (RBAC)
  • CloudWatch monitoring and logging