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AI Governance
Automated Decision-Making Privacy Rules Start 10 December 2026
APP 1 will require specific privacy-policy text for certain computer-driven decisions. You cannot write it without an inventory.
From 10 December 2026 Australian APP entities must disclose certain automated decisions in their privacy policy. The three-limb test, what to write, and why the unglamorous work is finding the systems — not polishing the paragraph.
Cipher Projects Team · August 31, 2026 · 13 min read
AI Governance
How to Build an AI Inventory When Staff Already Use ChatGPT
The National AI Centre wants a register. Procurement will not see half of it. Here are the fields we actually fill on a Power Day.
An Australian AI inventory has to catch ChatGPT, Copilot, vendor “AI features” and production APIs. The fields that matter, where to look, and why a spreadsheet dies the week after the workshop.
Cipher Projects Team · August 31, 2026 · 14 min read
AI Governance
Singapore AI Governance in 2026: Model Frameworks, AI Verify, PDPA
Still voluntary frameworks. Still binding data law. The evidence you keep looks the same as the Australian register.
Singapore has no AI Act. It has Model AI Governance Frameworks for general, generative and agentic systems, AI Verify for testing, and a PDPA that already covers personal data in prompts and models. What to keep so you can prove it.
Cipher Projects Team · August 31, 2026 · 14 min read
AI Governance
What an AI Governance Power Day Actually Produces
Six hours, named owners, a living register. Not a certificate. Not a 12-week consulting programme.
Cipher’s Power Hour onboards the evidence system. A Power Day fills it: inventory, data, vendors, risk tier and the first export you can hand to counsel. What you walk out with, what you do not, and who needs to be in the room.
Cipher Projects Team · August 31, 2026 · 12 min read
AI Governance
EU AI Act vs Australia vs Singapore: What You Must Prove
Europe already charges for evidence. Australia has a December 2026 privacy date and a 2027 standards target. Singapore stays framework-led. One register covers the overlap.
A company in Europe, Australia and Singapore does not need three AI governance religions. Compare what is already mandatory, what is still voluntary, and which evidence fields you should keep once so each regime can read them.
Cipher Projects Team · August 31, 2026 · 15 min read
AI Governance
Singapore’s Data Protection Officer: The Person You Should Be Calling
PDPA section 11 names them. Their contact is public. AI made their job an inventory problem. The evidence layer is built for that job.
Every Singapore organisation under the PDPA must designate a Data Protection Officer and publish their business contact. Who that person is, what the law already requires, and why they are the buyer for an AI evidence system.
Cipher Projects Team · August 31, 2026 · 14 min read
AI & Automation
Vercel Eve vs Strands Agents (2026): Vercel Gravity vs AWS Inheritance
Both ship production agents. The fork is which cloud already owns your identity, network, and residency story.
Vercel Eve vs Strands Agents in 2026: directory agents on Vercel Workflows versus AWS-native model-driven loops with IAM, VPC, and AgentCore inheritance for AU/SG teams.
Cipher Projects Team · August 14, 2026 · 14 min read
AI & Automation
Vercel Eve vs OpenAI Agents SDK (2026): Framework vs Handoff Primitives
One ships a directory agent with durability and channels. The other ships the thinnest useful loop. Count what you still have to build.
Vercel Eve vs the OpenAI Agents SDK in 2026: durable directory agents with sandboxes and channels versus minimal handoffs — when the SDK is enough, and when to graduate.
Cipher Projects Team · August 14, 2026 · 13 min read
AI & Automation
Vercel Eve Features vs Mastra (2026): Who Owns Each Capability
Skills, tools, sandbox, schedules, evals, memory. The useful question is who ships the feature — and who you assemble.
Vercel Eve features vs Mastra in 2026: skills, tools, sandbox, schedules, evals, and memory — a capability ownership matrix for TypeScript agent teams.
Cipher Projects Team · August 14, 2026 · 14 min read
AI & Automation
Multi-Channel AI Agents (2026): Slack, Discord, Teams on One Codebase
The hard part is not the model. It is webhooks, threads, credentials, and the same agent answering in three workplaces.
How to ship the same production AI agent to Slack, Discord, and Microsoft Teams in 2026: Vercel Eve first-class channels vs Chat SDK vs custom adapters.
Cipher Projects Team · August 14, 2026 · 13 min read
AI & Automation
Open Source Alternatives to Vercel Eve (2026): License vs Gravity
Eve is already Apache-2.0. The real question is whether you can leave Vercel meters — and when staying is cheaper.
Open-source alternatives to Vercel Eve in 2026: Mastra, LangGraph, Strands, CrewAI, and the OpenAI Agents SDK — license vs Vercel gravity, and when paid Vercel still wins.
Cipher Projects Team · August 14, 2026 · 14 min read
AI & Automation
How We Price Production AI Agents: Foundation + Per Agent + Connector
A checkable commercial architecture so you know the roadmap — and we know what to deliver — before agent #3 arrives.
Stop buying blob AI quotes. Cipher quotes production agent work as stamp + per agent + per connector. A typical 2-agent job starts from AUD $40,000. Indicative bands on /pricing/.
Cipher Projects Team · August 11, 2026 · 12 min read
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