Behaviorally-Informed Policy IDE

Architecting Impact with Precision.

Stop guessing why your programs fail. Transform complex social, corporate, and policy problems into highly logical, actionable strategies using the Theory of Change and COM-B Behavior Model.

Built by Angga Conni Saputra. 100% Free & Client-Side Secure.

The Fundamental Flaw

Why Do 70% of Social Interventions Fail?

Most strategic planners suffer from "Activity-First Thinking". They design workshops, build apps, and distribute resources while completely ignoring the brutal realities of human psychology and environmental constraints.

Assuming Capability

We assume that just because we gave them a manual or ran a 2-day workshop, the target audience now possesses the psychological stamina and physical skill to execute the behavior consistently.

Ignoring Opportunity

We demand behavior change in an environment that makes it impossible. Expecting healthy eating when local markets only sell junk food (or food is too expensive) is a massive Opportunity failure.

Manufacturing Motivation

We believe logical information will change emotional desires. If the target audience fundamentally does not care or feels threatened, your perfectly planned project is entirely useless.

The Platform

Engineered for Precision

ImpactArchitect is not a brainstorming whiteboard. It is a strategic architecture engine that forces clarity before action, diagnosis before intervention, and logic before budget.

Context-Aware AI Generation

Stuck on what comes next? ImpactArchitect uses Google Gemini to read the entire chain of logic you've built so far. It acts as an expert policy consultant, automatically drafting the next logical Outcome or Activity to ensure structural integrity.

  • Global 1-Click "Complete All" function.
  • Automatically detects and responds in your language.
  • Translates vague ideas into specific, observable metrics.
Generating...
AI Suggestion (Activity)

Conduct a 5-day hands-on workshop on wet-hulling techniques and distribute 50 post-harvest processing kits to mitigate equipment barriers.

Deep Behavioral Diagnostics

Never launch a failing activity again. The dedicated COM-B sidebar allows you to select any 'Outcome' and force a brutal reality check. Estimate capability, opportunity, and motivation out of 10, or let the AI diagnose the gaps for you.

  • Interactive Sliders & Triangular Radar Charts.
  • Auto-calculates Behavioral Risk (Low to Critical).
  • AI generates specific Intervention Recommendations.
C O M
Capability6/10
Motivation2/10

1-Click Executive Reporting

Stop wasting hours formatting documents. Turn your visual canvas into a professional consultant-grade report instantly. The AI digests your entire workflow, writes an Executive Summary, aggregates your behavioral scores, and formats it for printing or PDF saving.

Try it out in the Workspace
100% Privacy & Local Storage

No databases. No cloud syncing. Save your projects directly to your computer as `.json` files. Total data sovereignty.

Sandbox Tutorials Built-in

Load pre-populated dummy datasets (like Farmer Welfare or Stunting Reduction) to practice diagnosing logic gaps safely.

Multi-Language UI

Toggle between English and Bahasa Indonesia seamlessly. The AI automatically detects and writes in your preferred language.

Angga Conni Saputra

Creator & Architect

Connect & Read

The Philosophy

Why does Theory of Change need COM-B?

I built ImpactArchitect because I noticed a fatal flaw in how organizations design programs. They map out beautiful "Theories of Change" that assume human beings will automatically change their behavior simply because an intervention (a workshop, an app, a subsidy) is provided.

COM-B exists to plug that hole.

If ToC is the roadmap (macro-level), then COM-B is the engine (micro-level). This tool forces you to combine structural logic with psychological reality. If you want to dive deep into the specific mechanics of this methodology, I wrote a comprehensive breakdown on LinkedIn.

Framework Glossary

Master the Mechanics

Reverse Engineering Success

A Theory of Change (ToC) maps out exactly how and why a desired change is expected to happen. It relies on the "Backward Mapping" principle.

The Golden Rule

You never start with what you want to do (Activities). You start with the ultimate goal (Impact), step backward to define the conditions needed (Outcomes), and only then decide what to build (Outputs).

Common Strategic Mistakes ❌

  • Activity-First Thinking: Planning a workshop without knowing what behavior it's supposed to change.
  • Vague Impacts: Writing "Empower women" instead of "Increase female business ownership by 20%".
  • Confusing Output with Outcome: Distributing 500 books is an Output. Children actually reading them is the Outcome.

Input

Budget, staff, technology

Activity

Executing workshops, building

Output

Tangible goods/services delivered

Outcome

Observable behavior change

Impact

Ultimate systemic goal

The Behavioral Engine

If ToC is the roadmap, COM-B is the stress-test. It asks: Why hasn't the target behavior happened yet? If any of the three variables (C, O, M) is zero, the behavior will never occur.

Capability

Does the individual have the physical and psychological ability?

Psychological Knowledge, mental stamina, comprehension of complex instructions.
Physical Physical skills, bodily strength, stamina to perform the action.

Opportunity

Does the environment (physical or social) enable the behavior?

Physical Money, time, access to resources, geography, physical barriers.
Social Cultural norms, peer pressure, stigma, laws, and interpersonal dynamics.

Motivation

Are they more driven to do this behavior than any alternative?

Reflective Conscious goals, logical planning, analytical evaluations of benefits.
Automatic Emotional reactions, habits, immediate desires, or deeply ingrained fears.

Behavioral Reality Check Rule

If Capability = 0, you must build training activities.
If Opportunity = 0, you must build environmental redesign or subsidies.
If Motivation = 0, you must redesign incentives or emotional framing.
If all are misaligned, no amount of standard activities will produce change.

The 4-Step Strategic Workflow

1

Map the Long-Term Vision

Define the ultimate Impact you want. Then, list the specific, observable Outcomes (behaviors) that must exist to make that impact a reality.

2

Run the COM-B Diagnostic

Select each Outcome card in the tool. Ask yourself (or use the AI Magic Wand): Why hasn't the target audience already adopted this behavior? Score their C, O, and M honestly.

The Decision Gate

Do not proceed to Step 4 if:

  • Your Impact is abstract ("Improve lives").
  • Your Outcome isn't an observable action.
  • You haven't identified the weakest COM-B score.
4

Design Interventions (Activities)

Now, and only now, design your Activities. Ensure every activity directly targets the lowest score identified in Step 2. Generate Outputs to track delivery.

Strategic Positioning

ImpactArchitect is not a brainstorming tool. It forces you to slow down before you scale up.

If your initiative cannot survive the COM-B stress testing in Step 2, it is fundamentally flawed and not ready for execution budget.

Start the Workflow

Frequently Asked Questions

Everything you need to know about the tool, data privacy, and frameworks.

Yes! The canvas, structural tools, and manual COM-B sliders are completely free and run directly in your browser. To unlock the magical AI Auto-Complete and Auto-Diagnosis features, you simply need to input your own Google Gemini API Key (which Google currently offers for free).
Total privacy. The application runs entirely on the client-side (in your browser). We do not have servers storing your Theory of Change data or your API keys. When you click 'Save', it downloads directly as a local JSON file to your computer. Data sent to the Gemini API is subject to Google's standard API privacy policies.
That is exactly why we built the Sandbox Tutorial mode! From the main menu, you can load pre-populated dummy datasets (like a Farmer Welfare program or a Stunting Reduction initiative). This allows you to safely practice diagnosing logic gaps and testing the AI without having to write a program from scratch.
Yes. By clicking the Print/Export button, the AI will digest your entire visual canvas and generate a professional, consultant-grade report. It includes an Executive Summary, a rendered visual of your logic flow, embedded radar charts, and detailed behavioral diagnoses formatted perfectly for PDF saving.
Mental Break

Behavior Pop

Designing complex logic can be exhausting. Clear these bubbles to clear your mind before jumping into the tool. Match 3 colors to pop them!

Score

0000

Level

1

Behavior Pop

Pop all bubbles before they cross the danger line!

LEVEL UP!
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