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Notes from building products and client work: process, decisions, technical detail.

Internal AI assistant: where it really helps and how to implement it safely
AI
4 min read

Internal AI assistant: where it really helps and how to implement it safely

A practical guide to marketplace MVP scope: essential features, operational risks and metrics that validate the business model.

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Marketplace MVP: which features are essential to validate the business model
Definitions
4 min read

Marketplace MVP: which features are essential to validate the business model

A practical guide to marketplace MVP scope: essential features, operational risks and metrics that validate the business model.

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Recurring report automation: how to save time without losing control of data
AI
7 min read

Recurring report automation: how to save time without losing control of data

A practical guide to automating recurring reports with clear validation, reliable integrations, and full visibility into data quality.

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B2B partner panel: orders, commissions, assets and communication in one place
Definitions
10 min read

B2B partner panel: orders, commissions, assets and communication in one place

How to design a B2B partner portal that handles orders, commissions, sales assets, communication and integrations without operational chaos.

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Document workflow system: how to design approvals, roles and change history
AI
10 min read

Document workflow system: how to design approvals, roles and change history

How to design a document workflow system in a company: roles, approval paths, audit trail, exceptions and an MVP scope that actually improves operations.

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App notifications: push, email, SMS and rules that do not annoy users
Mobile apps
8 min read

App notifications: push, email, SMS and rules that do not annoy users

How to design push, email and SMS notifications in an app so they support the process instead of annoying users: channels, rules, limits and delivery architecture.

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Customer self-service portal: how to reduce support emails and calls
Definitions
7 min read

Customer self-service portal: how to reduce support emails and calls

How to build a customer self-service portal that actually reduces support load: ticket status, documents, billing, permissions and a focused MVP scope.

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Field team app: checklists, photos, statuses and reports without Excel
Mobile apps
5 min read

Field team app: checklists, photos, statuses and reports without Excel

How to plan a field team app with checklists, photos, statuses, reporting, offline mode and a focused MVP scope.

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Ecommerce ERP integration: how to avoid manual order retyping
Definitions
7 min read

Ecommerce ERP integration: how to avoid manual order retyping

A practical guide to ecommerce ERP integration: MVP scope, data mapping, source of truth, retries, idempotency and exception handling.

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Cost calculator in an app: when it helps sales and when it complicates the process
Definitions
6 min read

Cost calculator in an app: when it helps sales and when it complicates the process

An app cost calculator can speed up sales, qualify leads and shorten commercial conversations. See when it is worth building, what data it needs and where it can complicate the process.

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B2B client portal: how to organize documents, communication and statuses in one place
Definitions
10 min read

B2B client portal: how to organize documents, communication and statuses in one place

A B2B client portal keeps documents, communication and delivery statuses in one place. See when it makes sense, which features matter in MVP, and how to avoid expensive process chaos.

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Online booking system: which features are actually needed in the first version
Definitions
6 min read

Online booking system: which features are actually needed in the first version

An online booking system does not need to start as a complex platform. The first version should focus on availability, a clear booking flow, confirmations and a practical admin panel.

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