Business & Governance
Practical AI information for business, governance, security, and procurement.
Subscription vs Pay-Per-Token API: Claude Pro, OpenCode Go
Break-even math using official plan rules and public model prices as of 2026-09-21, comparing Claude Pro, OpenCode Go and pay-as-you-go API usage.
Usage Rebate Rules: How BazaarLink Milestone Credits Work
BazaarLink's usage rebate is not a discount: fixed credits at each $20/$50/$100/$200/$500 milestone, plus 10% above $500 (DeepSeek 20%). Rules and examples.
AI API Gateway vs Router vs Relay: Differences and Choices
Searching 'API Gateway' mostly returns Kong and APISIX. This guide separates AI API gateways, model routers and relays with six criteria, including BazaarLink.
Enterprise AI Usage Limits: Four-Layer Budget Controls
Opening AI to hundreds of staff risks one person draining the shared quota. Here is how four budget layers block requests and map costs to departments.
AI API Key Governance Checklist: Isolation, Caps, Audit
AI API key governance checklist for security leads: 12 principles on isolation, spend caps, rotation, audit and data retention, plus honest notes on gaps.
Card Declined by OpenAI/Anthropic? Move to TWD Billing
Card payments to OpenAI or Anthropic often get blocked or frozen for Taiwan companies. This guide shows how to move to TWD monthly billing in 30 minutes.
Taiwan AI API Expenses: Tax ID, 5% VAT and Withholding
Buying OpenAI or Anthropic API directly as a Taiwan company often means receipts, not uniform invoices, plus 5% VAT and withholding questions to sort out.
Can You Share ChatGPT or Claude Accounts? Compliant Options
Sharing ChatGPT or Claude accounts breaks OpenAI and Anthropic terms. Bans get no refund. Teams use an organization API: one key per person, with spend caps.
Cancel Subscription & Refund: Claude, ChatGPT 2026
Cancel Claude or ChatGPT and get refunds: steps for web, Apple and Google billing, Claude's no-refund policy, Taiwan's 7-day cancellation-right exceptions.
ChatGPT Pricing 2026: Plus, Pro, Business and API Costs
Plus is US$20/month, but Pro, Business and API bill separately. Check current prices, estimate API costs with a token formula, and check Taiwan invoices.
Which AI Services Issue Taiwan Unified Invoices? 2026
A 2026 list of AI services that issue Taiwan unified invoices, judged by actual purchase path. Unconfirmed items are marked; nothing is assumed from brand.
Is Your AI API Relay Safe? Data Leakage, Model Swapping, and What to Do About It
AI API relays carry two risks that are easy to overlook: your prompts and responses pass through a third party's servers, and the model you think you're calling may quietly be swapped for a weaker one. Here's how BYOK and content filtering address both.
Is an AI API Relay Safe? Data Leakage and Model Fakes
AI API relays carry two often-overlooked risks: prompts and responses pass through a third-party server, and models may be swapped for weaker versions.
Is an AI API Relay Reliable? Multiplier, Exit Risk, Fakes
Price alone is not enough. Learn to read multipliers, spot exit-risk signals, see why intermittent fakes are riskier, and follow a verification checklist.
What Is 降智 (Model Downgrading)? 3 Detection Methods
Jiangzhi (降智) means a relay swaps your paid premium model for a cheaper one. Here are three detection methods and why gut feelings are unreliable.
Taiwan Firms: AI API or ChatGPT/Claude Subscription?
Which AI purchase fits your team? Compare official chat subscriptions, API and engineer tools on features, seats, keys, cost and Taiwan invoices.
AI Video Expense Claims: Get a Taiwan Uniform Invoice
Overseas AI video tools can't issue Taiwan uniform invoices. Here's how companies and freelancers top up in TWD, get a uniform invoice and expense the cost.
OpenRouter vs BazaarLink: Taiwan Developer Comparison 2026
Looking for an OpenRouter alternative in Taiwan? Compare pricing, e-invoices, payment methods, model coverage, agent key controls and token transparency.
AI API Bill Spiked 10x? Enterprise Emergency Brakes
Many engineers have hit a sudden AI API bill spike. It covers three structural causes, four-layer budgets, and emergency brakes that stop runaway spend.
Enterprise KM and AI: RAG, Model Choice, Department Costs
Enterprise KM fails with AI when public tools lack your private knowledge. Learn the RAG design and split costs by department with BazaarLink keys.