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RARobert Andersson
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SG BFI — Business Future Intelligence

Helping founders test an idea before they build it.

Category
Business Intelligence · AI Decision Support · Product Validation
Role
Product vision · Business-analysis framework · AI architecture
Status
In Active Development
Timeline
2026 — active development
PythonAI AnalysisReactTypeScriptBusiness IntelligenceDecision Support
Business Intelligence Workspace — Active Development

The Opportunity

Most early business ideas are validated by opinion. Founders lack a structured, honest way to test an idea's market fit, risk profile and realistic potential before committing time and money.

The Product Concept

A workspace where a founder describes a concept and receives a structured intelligence report: success signals, risks, market conditions, revenue considerations and a step-by-step path from idea to launch plan.

My Role

Product vision, business-analysis framework, AI architecture, UX/UI design and Python AI engine development.

Product Process

  1. 01

    Opportunity identification

  2. 02

    Concept definition

  3. 03

    User journey planning

  4. 04

    Information architecture

  5. 05

    Interface design

  6. 06

    AI-assisted development

  7. 07

    Responsive implementation

  8. 08

    Testing and iteration

  9. 09

    Deployment preparation

Key Features

Idea analysis

A concept is analysed into structured findings rather than a single block of generated text.

Risk and opportunity mapping

Weak points are surfaced explicitly instead of being smoothed over.

Market context

Conditions and comparable directions framed around the specific idea.

Structured reports

Findings saved as reports so an idea can be revisited and refined over time.

Challenges and Decisions

Honest scoring

The analysis has to be willing to say an idea is weak; the framework is built around that constraint.

Turning analysis into action

Every report is designed to end in concrete next steps, not conclusions alone.

What I Learned

  • · An analysis tool is only useful if it can disagree with the user.
  • · Structure beats volume: fewer, clearer findings are acted on more often.

Current Status and Next Steps

SG BFI is in active development and is not completed, production-ready or commercially launched. Current work covers the analysis framework, the Python AI engine and the report interface. Planned next steps are completing the report model, connecting the engine to the workspace and extending translation coverage across English, Swedish and Thai.

Related Project

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