The minimum ethics checklist for Devs & Small Businesses

Source: Dev.to

1. Privacy First – “Don’t feed the machine what you wouldn’t post publicly”

I never put these into AI tools:

• customer personal data (phone, address, IDs)
• payment details
• private chats and complaints with identifiers
• internal confidential documents
• passwords, OTPs, sensitive files

Rule: If it can harm someone if leaked, it doesn’t go in.

2. Truth Over Hype – “AI should not create false confidence”

I never let AI:

• promise something the business can’t deliver
• claim results without evidence
• exaggerate credentials
• invent testimonials
• fabricate “case studies”

Rule: If it isn’t true, it isn’t marketing; it’s a liability.

3. Human Accountability – “AI assists. Humans own.”

AI can draft replies and content, but a human must own the final decisions:

• final customer response
• final pricing/terms
• final policy decisions
• final escalations

Rule: No “AI said so” in business.

4. Fairness and Respect – “Don’t automate disrespect”

I avoid AI output that:

• stereotypes people
• insults customers
• becomes aggressive in replies
• manipulates emotions unfairly

Rule: Automation should never reduce human dignity.

5. Transparency When It Matters

I don’t need to announce AI everywhere, but if AI is involved in something sensitive (support decisions, screening, approvals), I keep it transparent.

Rule: If it affects a person’s outcome, they deserve clarity.

6. Safe Defaults – “When unsure, escalate”

When AI is uncertain, I don’t force automation. I define escalation rules:

• angry customer → human
• refund/legal issue → human
• medical/financial advice → human
• safety risk → human

Rule: High‑stakes situations stay human‑led.

Leadership Insight

Ethics is not a cost; it’s how small businesses build trust faster than big brands. Big brands can hide behind budgets, but small businesses survive on reputation. This checklist is therefore not optional—it’s essential protection.