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The Peanuts Manifesto

“Peanuts is not another productivity app. It’s your personal data layer — a place where everything you want to remember flows in, and intelligent insights flow out.”

The Problem We Solve

Traditional apps are broken by design:
  • Rigid silos: One app for expenses, another for habits, another for recipes, another for inventory
  • Fragmented learning: Each app has its own logic, UI, and learning curve
  • Disconnected data: Your life is connected, but your apps aren’t
  • You adapt to them: Apps force you into their structure instead of adapting to yours
The result? Digital chaos. Dozens of apps. No unified view. No cross-domain insights. You’re a data entry clerk for 15 different systems.

The Peanuts Solution

One platform that molds to YOUR life:
  • Custom “Helpers” for anything you want to track — no templates, no limits
  • AI that understands ALL your data together, not in silos
  • Works wherever you are — web, mobile, Telegram, WhatsApp, voice
  • Outputs that matter — not just storage, but insights, reports, quotes, PDFs

The Architectural Manifesto

The Three Pillars

┌─────────────────────────────────────────────────────────────────┐
│                        ASK PEANUTS                               │
│                 (The Intelligent Output Layer)                   │
│      Quotes • PDFs • Reports • Insights • Calculations           │
└────────────────────────────────┬────────────────────────────────┘
                                 │ OUTPUT

┌─────────────────────────────────────────────────────────────────┐
│                         USER DATA                                │
│                   (Your Personal Data Lake)                      │
│              Structured entries from all Helpers                 │
└────────────────────────────────┬────────────────────────────────┘
                                 ▲ INPUT

┌─────────────────────────────────────────────────────────────────┐
│                          HELPERS                                 │
│                  (Data Collection Endpoints)                     │
│       Log • Checklist • Schedule • Collection • Tracker          │
└─────────────────────────────────────────────────────────────────┘
              ▲                                     ▲
              │                                     │
    ┌─────────┴─────────┐               ┌──────────┴──────────┐
    │     CHANNELS      │               │   KNOWLEDGE DOCS    │
    │   Web • Voice     │               │   PDFs • Pricing    │
    │  Photo • Telegram │               │   Catalogs • Rates  │
    │     WhatsApp      │               │                     │
    └───────────────────┘               └─────────────────────┘

Rule 1: Helpers = INPUT

Helpers are single-purpose data collectors. They capture information — nothing more.
  • They capture: text, numbers, dates, photos, locations, links
  • They do NOT: calculate, generate, analyze, or output
  • A Helper answers: “What do you want to remember?”
Think of Helpers as specialized notebooks. Each one is designed for a specific type of information, but they all feed into the same brain.

Rule 2: Ask Peanuts = OUTPUT

All intelligent processing happens in Ask Peanuts. This is where your data becomes knowledge.
  • Ask Peanuts generates: reports, quotes, insights, PDFs, summaries, calculations
  • It sees: ALL your data across ALL helpers simultaneously
  • Ask Peanuts answers: “What do you want to know or create?”
Ask Peanuts is like having a personal analyst who has read every entry you’ve ever made and can answer any question instantly.

Rule 3: Knowledge Docs = CONTEXT

Knowledge Documents provide reference information that enriches outputs.
  • What they are: Business documents, pricing sheets, catalogs, rate cards, policies
  • How they work: AI uses these to add context to your queries
  • Example: “Quote for 3 hours consulting” → Peanuts pulls from your uploaded rate card
Knowledge Docs turn Ask Peanuts from a generic assistant into YOUR personalized business tool.

What Makes Peanuts Unique

Versus Traditional Apps

Traditional AppsPeanuts
Pre-defined structureYou define the structure
One use case per appAny use case, one platform
Data stays in silosAll data connected
Fixed reportsAI-generated insights
Keyboard input onlyVoice, photo, links, text
Desktop-firstEverywhere: web, mobile, Telegram, WhatsApp

Versus Other AI Tools

Other AI ToolsPeanuts
Chat-based, no persistent memoryYour data, always remembered
Generic responsesYour context, specific answers
Separate from your workflowIS your workflow
Outputs only textOutputs PDFs, quotes, reports, images
Forgets between sessionsLearns your patterns over time

The Five Peanuts Differences

1. Input Flexibility

Log via text, voice, photo, link, Telegram, WhatsApp, widget, or 1-click buttons

2. AI Understanding

Peanuts learns YOUR patterns, YOUR vocabulary, YOUR categories — not generic models

3. Cross-Data Intelligence

Ask about connections between expenses and mood, meals and energy, workouts and sleep

4. Output Variety

Not just text — generate PDFs, quotes, images, reports, abstracts, calculations

5. Works Everywhere

Web, mobile PWA, Telegram bot, WhatsApp, email — all synced in real-time

The Input Layer: Helpers

Helper Archetypes

Every Helper belongs to one of seven archetypes, each optimized for a different type of data:
ArchetypePurposeExamples
LOGRecord events over timeExpenses, workouts, symptoms, meetings
CHECKLISTTrack completion of itemsTasks, shopping lists, packing lists
SCHEDULETime-bound items and plansMeal plans, appointments, routines
COLLECTIONCatalog items for referenceRecipes, books, wines, contacts
PLANMulti-step goals with progressTrip planning, projects, courses
TRACKERHabits and numerical countsWater intake, streaks, mood ratings
VISUALIZERVisual catalog with AI previewWardrobe, paint colors, room layouts

Input Channels

Data can flow into Peanuts from anywhere:

Web Form

Traditional form entry with smart fields

Voice

“I spent €50 on dinner at Mario’s”

Photo

Snap receipts, meals, documents, products

Link

Paste URLs for recipes, articles, products

Telegram

Message your bot naturally

Widget

1-click quick entries from any page
Key Principle: All channels feed the same data structure. The entry point doesn’t matter — the data ends up organized the same way.

The Output Layer: Ask Peanuts

What Ask Peanuts Does

Ask Peanuts is your intelligent interface to everything you’ve ever logged:
  • Answers questions about your data across all helpers
  • Generates quotes and estimates using your knowledge docs
  • Creates PDF reports formatted professionally
  • Surfaces insights and patterns you didn’t know existed
  • Performs calculations across multiple helpers
  • Generates abstracts and summaries on demand

Output Types

Output TypeExample
Answer”You spent €450 on restaurants this month”
Quote”Based on your rate card: €1,200 for 8 hours of consulting”
PDFMonthly expense report with charts
ReportWeekly workout summary with trends
ImageVirtual try-on preview of outfit combinations
Abstract”Your busiest expense days are Fridays after work trips”
Insight”You exercise less when you sleep under 7 hours”

The Manifesto Rule

Peanuts states facts, not judgments.
  • ✅ “You spent €450 on restaurants, up 20% from last month”
  • ❌ “You spent too much on restaurants”
Peanuts provides information. You decide what to do with it.

The Knowledge Layer

What Knowledge Docs Are

Knowledge Documents are business and reference materials you upload:
  • PDFs, Excel files, images with text
  • Rate cards, pricing sheets, catalogs
  • Policies, contracts, specifications
  • Product databases, inventory lists

How They Work

1

Upload Documents

Add your business documents to the Knowledge Base
2

Automatic Processing

Documents are processed, chunked, and indexed using RAG (Retrieval Augmented Generation)
3

Context-Aware Responses

Ask Peanuts can now reference your documents in responses
4

Smart Outputs

Combine your logged data with document knowledge for intelligent outputs

Example Use Cases

  • “Quote for a 5-page website” → Peanuts pulls from your pricing PDF
  • “What’s my margin on product X?” → Uses your cost spreadsheet
  • “Summarize our refund policy” → Reads from uploaded policy document
  • “How many hours did I bill at my premium rate?” → Combines time logs with rate card

The Peanuts Promise

Simplicity Over Complexity

We believe in doing a few things exceptionally well:
  • Helpers do ONE thing: collect data
  • Ask Peanuts does ONE thing: provide intelligent outputs
  • Knowledge Docs do ONE thing: provide context
No feature bloat. No hidden complexity. No learning curve that takes weeks.

Your Data, Your Control

Full Ownership

All data stays in your account. We never sell or share your data.

Easy Export

Export anytime: CSV for data, PDF for reports. Your data is never locked in.

Complete Deletion

Delete helpers and all their data instantly. No hidden retention.

Transparent AI

See exactly what data the AI uses. No black boxes.

AI That Serves You

  • AI learns YOUR patterns — not generic models
  • AI uses YOUR documents — not internet scraped data
  • AI gives YOU the insights — not recommendations for advertisers
  • You make the decisions — AI just provides the information

Who Peanuts Is For

Primary Users

Busy Professionals

Track expenses, time, clients, projects. Generate reports and quotes on demand.

Small Business Owners

Log inventory, leads, invoices. Ask Peanuts for business insights.

Health-Conscious Individuals

Monitor meals, symptoms, medications, workouts. Spot patterns in your wellbeing.

Productivity Seekers

Habits, goals, tasks with AI insights. Understand what actually moves the needle.

Lifestyle Organizers

Recipes, wines, books, travel plans. A personal database for life’s collections.

Freelancers & Consultants

Time tracking, quotes, client management. Professional outputs from simple inputs.

The Common Thread

People who track things but want more than spreadsheets. People who want to ASK their data questions, not just store it.

How Peanuts Works

The User Journey

1

Create Helpers

Describe what you want to track in plain language: “I want to track my daily expenses with category, amount, and notes.”AI generates a custom Helper with appropriate fields, smart defaults, and input channels.
2

Log Entries

Add data via any channel — text, voice, photo, link, Telegram, WhatsApp.AI auto-routes entries to the right helper and structures the data.
3

Upload Knowledge (Optional)

Add business documents for enhanced context — rate cards, catalogs, policies.These enrich your outputs with specific information.
4

Ask Peanuts

Chat with your data. Get insights, reports, quotes, PDFs.Receive proactive nudges about patterns and milestones.

The Data Flow

           ┌─────────────────────────────────────────┐
           │              YOU                        │
           └──────────────────┬──────────────────────┘

              ┌───────────────┼───────────────┐
              ▼               ▼               ▼
         ┌────────┐     ┌──────────┐    ┌──────────┐
         │ Voice  │     │  Photo   │    │   Text   │
         │  "I    │     │ [Receipt]│    │  €50     │
         │ spent" │     │          │    │  dinner  │
         └────┬───┘     └────┬─────┘    └────┬─────┘
              │              │               │
              └───────────────┴───────────────┘


                    ┌─────────────────┐
                    │   AI ROUTING    │
                    │ Which Helper?   │
                    └────────┬────────┘


                    ┌─────────────────┐
                    │    HELPER       │
                    │   (Expenses)    │
                    │  Structured     │
                    │    Entry        │
                    └────────┬────────┘


                    ┌─────────────────┐
                    │   DATA LAKE     │
                    │  + Embeddings   │
                    └────────┬────────┘

                    ┌─────────┴─────────┐
                    ▼                   ▼
           ┌──────────────┐    ┌──────────────┐
           │ ASK PEANUTS  │    │  PROACTIVE   │
           │   (Query)    │    │   INSIGHTS   │
           └──────────────┘    └──────────────┘

Competitive Positioning

Our Taglines

  • Primary: “Track anything. Ask anything.”
  • Alternative: “Your life, organized by AI.”
  • Feature-focused: “One app for everything you want to remember.”
  • Action-oriented: “Log your life. Ask your data.”

The Elevator Pitch

“Peanuts is an AI-powered personal assistant that creates custom trackers for anything you want to log — expenses, workouts, recipes, inventory, whatever. You add entries via text, voice, photo, or messaging apps. Then you can ASK Peanuts about your data: ‘How much did I spend this month?’ ‘What’s my most common workout?’ ‘Generate a quote for a client.’ It’s like having a personal assistant who remembers everything and can answer any question about your life or business.”

The One-Liner

“Peanuts lets you track anything and ask your data questions.”

The Future We’re Building

Peanuts isn’t just an app — it’s a vision for how personal data should work:
  1. Your data belongs to you — not locked in corporate silos
  2. AI should serve you — understanding YOUR context, not generic patterns
  3. Simplicity scales — one system for everything, not dozens of apps
  4. Input should be effortless — voice, photo, or text, wherever you are
  5. Insights should be automatic — AI that notices what you might miss

Welcome to Peanuts. Track anything. Ask anything. Your data, your way.