Insights & Expertise
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Security
How to Secure Enterprise AI Agents Already in Production
Uber published the architecture on 6 November 2026. We install the contract, the runtime check, and the trace.
Uber’s Secure AI post is the model we use with enterprises: a behavioral contract, a check on each privileged action, and a trace you can replay.
Cipher Projects Team · November 9, 2026 · 14 min read
Artificial Intelligence
Why Your Company Will Lose the AI Race Without Forward Deployed Engineers
The rival to watch put an engineer inside its finance team six months ago, on last year’s model.
Waiting for Opus 6 or GPT-7 will not fix your AI rollout. Most agent misses come from missing context inside the company, and forward deployed engineers are the people who fix it.
Cipher Projects Team · October 17, 2026 · 6 min read
AI & Automation
Why People Don't Just Migrate Off Salesforce
The peculiar case of a CRM that became the operating system
Salesforce migration fails when you count records and miss the business logic. A read-only agent can inventory the org before you pay for the project.
Cipher Projects Team · October 11, 2026 · 8 min read
AI Strategy
Which Australian AI Strategy Applies to Your Business?
National AI Plan, APS, NSW, and AFP. Four documents. Most private companies only need one reading.
A cutover for private companies: which Australian AI strategy binds you, which you can ignore, and what to do after you have sorted them.
Cipher Projects Team · September 27, 2026 · 9 min read
AI SEO
ChatGPT Indexes the Web. Bing Rank Is Not ChatGPT Rank
Free Instant answers from a 200-character H1 snippet. Paid Thinking still scrapes Google.
Researchers named ChatGPT’s own web index Labrador. Bing rank is not ChatGPT rank. Here is what that changes for AI SEO, and what to fix first.
Cipher Projects Team · September 19, 2026 · 12 min read
AI Transformation
AI Transformation & Consulting: What It Actually Means, and How to Run One That Ships (2026)
The top guides cover process, people, and platform. They skip the fourth pillar — build + evidence. Here is the full framework, including the part that makes it ship.
AI transformation is an operating-model and leadership problem, not a technology one. Here is the full framework — process, people, platform, and the evidence pillar the top guides skip — plus the playbook for a transformation that ships.
Cipher Projects Team · September 18, 2026 · 22 min read
AI Transformation
AI Transformation Consulting in Singapore (2026): How to Choose a Partner That Ships
Singapore is the region’s AI hub. The catch is that most “AI transformation” engagements there are strategy decks with a Singapore address — not builds.
How to choose an AI transformation partner in Singapore in 2026: what to require on PDPA, data residency, and delivery model, the Singapore-specific obligations, and where a build-first partner fits.
Cipher Projects Team · September 18, 2026 · 12 min read
AI Transformation
AI Transformation Consulting in Australia (2026): Strategy, Build, and Compliance Together
Australia has a hard privacy date in December 2026 and AI standards on the way for 2027. The partner you pick now has to build and evidence, not just advise.
How to run an AI transformation in Australia in 2026: the December 2026 and 2027 obligations, why strategy and build belong in one partner, and how to shortlist without falling for the trophy list.
Cipher Projects Team · September 18, 2026 · 13 min read
AI Transformation
AI Transformation Consulting in the USA (2026): How to Pick a Partner That Ships
US companies are winning on AI adoption and getting pummelled on cost. The fix is a partner that tests for production, not a bigger deck.
The US AI transformation market in 2026: why adoption is up but ROI is down, how to avoid the Big-4 deck trap, and a production-first test for picking a partner that actually ships.
Cipher Projects Team · September 18, 2026 · 12 min read
AI Transformation
AI Transformation in Financial Services (2026): The Compliance-First Playbook
Banks and insurers cannot run AI like a tech company. The regulators, the model-risk rules, and the customers all demand the same thing: prove it.
The compliance-first playbook for AI transformation in financial services: where AI actually pays in 2026, the model-risk and evidence obligations, and why build and evidence have to happen in the same sprint.
Cipher Projects Team · September 18, 2026 · 14 min read
AI Transformation
AI Transformation in Healthcare (2026): From Pilots to Production Without Breaking Compliance
Healthcare has the most pilots and the least production of any AI vertical. The blocker is not the model — it is clinical safety and the evidence trail.
How to move healthcare AI from pilots to production in 2026: the use cases that clear the bar, the clinical-safety and privacy obligations, and why human-in-the-loop plus an evidence trail is the only path that ships.
Cipher Projects Team · September 18, 2026 · 14 min read
Security
OpenAI Forum Hack: SSO, Codex, and Connectors
The July thread is real. The second bug was identity. Here is what is confirmed, what we cannot see, and what to lock down if ChatGPT or Codex already holds GitHub.
Hacktron chained forum RCE with an OpenAI SSO flaw. ChatGPT, Codex, and connected GitHub were in scope. Confirmed facts and a lock-down list.
Cipher Projects Team · September 18, 2026 · 11 min read
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