Your Business. Your Knowledge. Your Value.
Day Book is an AI-powered daily business intelligence platform that helps small-business owners record what happened in their business, understand what is changing, make better decisions, and unlock value from the knowledge they create every day.
Through a short daily conversation, Day Book captures the realities of running a business—sales, customers, demand, problems, decisions, opportunities, working-capital needs, supplier issues, market changes, and outcomes. Over time, it builds a living intelligence profile of the business while, where authorized, contributing de-identified and aggregated insights that can help AI systems better understand how small businesses actually work.
Why Day Book?
Millions of small businesses generate valuable knowledge every day, but much of it is never recorded, analyzed, or rewarded. Customer requests disappear into conversations. Business decisions are forgotten. Stock shortages, financing needs, pricing changes, and lost sales are rarely captured systematically.
Day Book changes that.
It gives every business an intelligent daily record while creating a new way for small businesses to participate in—and potentially benefit from—the growing AI data economy.
Key Features
5-Minute Daily Check-In:
Day Book asks a small number of simple questions each day about what happened in the business, making it easy for owners to build useful records without complicated bookkeeping.
Business Memory:
Day Book remembers previous challenges, decisions, opportunities, and needs, allowing it to follow up and understand what happened next.
Real Business Intelligence:
Daily answers are transformed into useful patterns around sales, customers, demand, stock, suppliers, working capital, operations, and growth opportunities.
Decision & Outcome Tracking:
Day Book goes beyond recording events. It learns what the owner decided, why the decision was made, what action was taken, and what happened afterward.
Customer Demand Intelligence:
Capture what customers ask for, what could not be supplied, why sales were lost, and where new products or services may be needed.
Working Capital Intelligence:
Identify when businesses need financing, how much they need, what the money would be used for, and what prevents them from accessing it.
AI Feedback & Learning:
Business owners can assess AI recommendations, correct inaccurate advice, and record whether recommendations actually worked in the real world.
Business Data Value:
Where appropriate consent and participation arrangements exist, permissioned and de-identified business intelligence may contribute to datasets used to improve AI systems, creating the possibility for participating businesses to share in the value created from their knowledge.
Benefits to Small Businesses
- Keep a simple daily record without complicated accounting software.
- Understand sales, customer, inventory, and operating trends.
- Identify repeated problems and lost-sales opportunities.
- Track important decisions and learn which actions actually work.
- Understand working-capital and financing needs more clearly.
- Identify changing customer demand and market opportunities.
- Build a long-term digital memory of the business.
- Receive increasingly relevant AI insights as Day Book learns the business.
- Where available, participate in data-revenue and reward opportunities linked to permissioned business intelligence.
Benefits to AI & Data Partners
Day Book can create high-quality, permissioned and structured small-business intelligence covering areas that are often poorly represented in existing AI datasets.
Examples include:
- Real-world SME operations
- Customer demand and unmet needs
- Pricing and purchasing decisions
- Inventory and supplier challenges
- Working-capital requirements
- Business-owner reasoning
- Problems, actions, and outcomes
- Market and competitor changes
- AI recommendations and human corrections
- Real-world outcomes following AI advice
- Local-market and multilingual business knowledge
Rather than isolated answers, Day Book can capture valuable relationships such as:
Problem → Action → Outcome
Customer Need → Business Response → Sale/Lost Sale
Situation → Decision → Reason → Outcome
Financing Need → Amount → Use → Outcome
AI Recommendation → Human Correction → Action → Outcome
How It Works
1. Tell Day Book About Your Business:
Start by providing the name of the business and a short description of what it does.
2. Complete the Daily Check-In:
Answer a few short questions about sales, customers, problems, decisions, opportunities, and business needs.
3. Build Your Business Memory:
Day Book connects today’s answers with previous days and follows up on important issues and decisions.
4. Get Smarter Insights:
As more information is collected, Day Book highlights useful trends, recurring challenges, customer needs, and growth opportunities.
5. Create Value From Business Knowledge:
Where authorized, de-identified and aggregated business intelligence can contribute to broader AI and research datasets, with participation and reward models designed around the value created.
Who Can Use Day Book?
- Retailers and traders
- Restaurants and food businesses
- Farmers and agribusinesses
- Artisans and manufacturers
- Consultants and professional services
- Salons and personal-care businesses
- Transport and logistics businesses
- Online sellers
- Startups
- Informal businesses
- Micro, small, and medium-sized enterprises across industries
Day Book adapts its language and questions to how each business actually operates.
A New Kind of Business Asset
A small business creates more than products and revenue.
It creates knowledge.
Every customer request, price change, supplier problem, financing need, business decision, and successful solution adds to what the owner knows about how business really works.
Day Book helps capture that knowledge, return useful intelligence to the business, and—where permissioned—turn aggregated small-business experience into a valuable resource for improving AI.
Teach AI How Small Business Really Works
Day Book creates value in both directions:
For the business:
Daily Activity → Business Memory → Insights → Better Decisions → Growth
For AI, where authorized:
Real Business Experience → Human Reasoning → Decisions → Corrections → Outcomes → Better AI
Day Book turns everyday business experience into intelligence, opportunity, and value.
Pesewa AI 