Product strategy
Problem, scope, and priority decisions before building.
7 articleBlog
Practical thinking for better digital products and systems
Articles about idea analysis, product design, application and system development, e-commerce, and artificial intelligence in business.
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Custom software
Fit, customization, integration, and long-term change.
0 articleMobile apps
Experience, backend, release, and operations planning.
0 articleBusiness systems
Customer, sales, and internal operations design.
7 articleE-commerce
Catalog, order, inventory, and channel architecture.
0 articleArtificial intelligence
Practical automation and intelligent assistance use cases.
2 articleAll articles
Practical content ordered from newest to oldest.
Artificial intelligence
Evaluating OpenAI Daybreak on Amazon Bedrock: Aug 18 update on safeguards and operational impact
Update summarizing OpenAI’s Aug 18, 2026 safeguards (training pauses, multi‑stage monitoring, and isolation requirements) and practical next steps for teams evaluating Daybreak on Amazon Bedrock.
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Artificial intelligence
Building an AI-native finance function: a practical playbook for CFOs
An action-first guide for CFOs and finance leaders to build AI-native finance: prioritize decision-centered use cases, prepare ERP/GL data, enforce governance, choose build vs buy, and measure ROI with a scorecard.
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Product strategy
Assessing Ads in ChatGPT: A Practical Guide for Business and Technical Decision-Makers
What OpenAI’s ad tests in ChatGPT change for procurement, privacy, RAG pipelines, and architecture choices — and a durable decision checklist comparing Free/Go vs paid tiers vs API/self-hosting, with operational mitigations.
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Product strategy
Implementing ChatGPT Work & Codex in the Enterprise: Decision and rollout guide (Update: Asana & NVIDIA cases)
Update adds OpenAI’s NVIDIA case study (ChatGPT Work) alongside Asana and converts vendor signals into a practical pilot playbook: vendor‑reported outcomes, EKM/RBAC eligibility, architecture patterns, CI/CD checklist, KPI templates, and an 8–12 week pilot cadence.
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Business systems
Off-the-Shelf ERP vs Custom ERP: How to Choose the Right Fit for Your Business
Compare off-the-shelf, configured, extended, and custom ERP approaches based on business processes, integrations, cost, maintenance, scalability, and operational requirements.
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Business systems
Do You Actually Need a CRM? When Spreadsheets Stop Being Enough
Learn when a CRM becomes useful, which sales problems it should solve, when spreadsheets may still be enough, and how to prepare your sales process before introducing automation.
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Business systems
ERP vs CRM: What’s the Difference and Which Does Your Business Need First?
Understand the practical difference between ERP and CRM, which business problems each system solves, when one may be enough, and when both systems should work together.
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Business systems
When Should You Integrate Business Systems? Choosing the Right Integration Approach
Learn when business systems should be integrated, how to define data ownership, and when to use synchronous APIs, asynchronous messaging, events, or scheduled synchronization.
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Business systems
When Do You Need a Data Warehouse for BI? — Addendum: Shop Campaigns via ShopifyQL
Decision framework for building a trusted analytics foundation, plus a practical addendum showing how to ingest shop_campaign_insights from ShopifyQL, map fields to ROAS/CAC/AOV, ETL patterns, embedding options, and annotation handling.
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Business systems
Rule-Based Automation vs AI Agents: When to Use Each — Updated
Practical update for product and engineering leaders that adds operational guidance after Grok 4.6 landed in GitHub Copilot (Aug 14, 2026). Covers what stronger agentic models change for agent design, governance, CI/QA, observability, and a Pilot checklist you can copy.
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Business systems
RAG vs Fine-Tuning: How Should AI Use Your Business Knowledge?
Learn when business AI needs direct context, retrieval-augmented generation, fine-tuning, or a combination based on knowledge freshness, task behavior, source traceability, retrieval quality, and maintenance.
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Product strategy
Build vs Buy Software: When Should You Buy SaaS or Build a Custom System?
Compare buying SaaS, extending an existing platform, and building custom software based on process fit, differentiation, integrations, data ownership, time to value, lifecycle cost, security, and long-term maintenance.
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Product strategy
Web App vs Mobile App: Which Should You Build First?
Compare web apps, PWAs, and mobile apps based on user journeys, installation, device capabilities, offline use, distribution, release workflow, platform coverage, and product validation.
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Product strategy
E-commerce Store vs Marketplace: What’s the Difference and Which Model Do You Need?
Compare a single-merchant e-commerce store with a multi-seller marketplace based on sellers, catalog ownership, onboarding, payments, commissions, payouts, orders, fulfillment, disputes, governance, and operational complexity.
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Product strategy
When Does Your Application Actually Need DevOps? From Basic Hosting to Reliable Production Operations
Learn when basic hosting is still enough and when an application needs stronger DevOps practices for deployment automation, observability, backups, recovery, infrastructure management, incident response, scaling, and production reliability.
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Product strategy
How to Define an MVP Scope Without Wasting Your Budget
Learn how to define an MVP scope around a clear user outcome, test the riskiest assumptions, prioritize essential features, and decide what to postpone before development begins.
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