Pedersen Group insightsPractical writing on AI, data and the systems that run New Zealand businesses.https://www.pedersengroup.co.nz/en-nzWhat the latest AI model updates mean for businesses running agentshttps://www.pedersengroup.co.nz/insights/ai-model-updates-what-they-mean-for-agents/https://www.pedersengroup.co.nz/insights/ai-model-updates-what-they-mean-for-agents/New models from Anthropic and Google work longer and cost less, while older models are retired. What that means for businesses running AI agents.Tue, 20 Oct 2026 00:00:00 GMTAIinfo@pedersengroup.co.nz (Josh Pedersen)Agent flows or open-ended agents? How much freedom to give AIhttps://www.pedersengroup.co.nz/insights/agent-flows-vs-open-ended-agents/https://www.pedersengroup.co.nz/insights/agent-flows-vs-open-ended-agents/The newest AI models can work for hours unsupervised. Why most business agents should run inside agent flows, and where letting the agent decide is fine.Tue, 13 Oct 2026 00:00:00 GMTAIinfo@pedersengroup.co.nz (Josh Pedersen)Why your Copilot rollout isn't paying off, and how to fix ithttps://www.pedersengroup.co.nz/insights/why-your-copilot-rollout-isnt-paying-off/https://www.pedersengroup.co.nz/insights/why-your-copilot-rollout-isnt-paying-off/Copilot licences nobody uses and answers nobody trusts? The five usual causes of a stalled Microsoft 365 Copilot rollout, and a practical plan to fix it.Mon, 05 Oct 2026 00:00:00 GMTAIinfo@pedersengroup.co.nz (Josh Pedersen)AI agents or automated workflows? Which jobs to hand to eachhttps://www.pedersengroup.co.nz/insights/ai-agents-vs-workflows/https://www.pedersengroup.co.nz/insights/ai-agents-vs-workflows/Not every task needs an AI agent. How to choose between rule-based automated workflows and AI agents, with a simple decision table and where to put human approval.Fri, 25 Sep 2026 00:00:00 GMTAIinfo@pedersengroup.co.nz (Josh Pedersen)When one person holds the spreadsheet togetherhttps://www.pedersengroup.co.nz/insights/when-one-person-holds-the-spreadsheet-together/https://www.pedersengroup.co.nz/insights/when-one-person-holds-the-spreadsheet-together/How to find the processes that live in one person's head, what that key-person risk really costs your business, and practical steps to take the risk out.Wed, 16 Sep 2026 00:00:00 GMTOperationsinfo@pedersengroup.co.nz (Josh Pedersen)Prompt injection, explained for business ownershttps://www.pedersengroup.co.nz/insights/prompt-injection-explained/https://www.pedersengroup.co.nz/insights/prompt-injection-explained/Prompt injection is first on OWASP's list of AI security risks. What it is, why it matters once AI can read email and take actions, and how to reduce the risk.Wed, 09 Sep 2026 00:00:00 GMTSecurityinfo@pedersengroup.co.nz (Josh Pedersen)Is your data ready for AI? A practical checklist for NZ businesseshttps://www.pedersengroup.co.nz/insights/is-your-data-ready-for-ai/https://www.pedersengroup.co.nz/insights/is-your-data-ready-for-ai/Before you point AI at your business data, run through these ten questions. A practical data readiness checklist for NZ businesses using AI, Copilot or agents.Tue, 01 Sep 2026 00:00:00 GMTDatainfo@pedersengroup.co.nz (Josh Pedersen)The Privacy Act 2020 and AI tools: what to check before you paste client datahttps://www.pedersengroup.co.nz/insights/privacy-act-and-ai-tools/https://www.pedersengroup.co.nz/insights/privacy-act-and-ai-tools/Pasting client details into an AI tool? What the NZ Privacy Act 2020 and the Privacy Commissioner expect before your team uses AI with personal information.Mon, 24 Aug 2026 00:00:00 GMTSecurityinfo@pedersengroup.co.nz (Josh Pedersen)Two-way sync: how to build integrations that don't breakhttps://www.pedersengroup.co.nz/insights/two-way-sync-integrations-that-last/https://www.pedersengroup.co.nz/insights/two-way-sync-integrations-that-last/One-way exports versus two-way sync, choosing a source of truth per field, safe retries and outcome logging: how to build business integrations that last.Fri, 14 Aug 2026 00:00:00 GMTIntegrationinfo@pedersengroup.co.nz (Josh Pedersen)Moving management reporting from cash to accrual without breaking month-endhttps://www.pedersengroup.co.nz/insights/cash-to-accrual-management-reporting/https://www.pedersengroup.co.nz/insights/cash-to-accrual-management-reporting/Why growing NZ businesses move management reporting from cash to accrual, what changes in your data and chart of accounts, and how to switch without disruption.Wed, 05 Aug 2026 00:00:00 GMTReportinginfo@pedersengroup.co.nz (Josh Pedersen)Do you need a fractional CTO? Signs it's time, and what to expecthttps://www.pedersengroup.co.nz/insights/do-you-need-a-fractional-cto/https://www.pedersengroup.co.nz/insights/do-you-need-a-fractional-cto/The signs your business needs senior technology leadership, what a fractional CTO does in the first 90 days, how engagements work, and how to choose the right one.Tue, 28 Jul 2026 00:00:00 GMTStrategyinfo@pedersengroup.co.nz (Josh Pedersen)Are you using what you pay for? How to audit your software subscriptionshttps://www.pedersengroup.co.nz/insights/are-you-using-what-you-pay-for/https://www.pedersengroup.co.nz/insights/are-you-using-what-you-pay-for/A practical way to audit your business software: list every tool, compare tiers with real usage, find overlaps and idle seats, and decide what to keep or replace.Mon, 20 Jul 2026 00:00:00 GMTStrategyinfo@pedersengroup.co.nz (Josh Pedersen)Dead stock is a data problem: finding the cash tied up in inventory and assetshttps://www.pedersengroup.co.nz/insights/dead-stock-is-a-data-problem/https://www.pedersengroup.co.nz/insights/dead-stock-is-a-data-problem/Cash tied up in slow stock, overdue invoices and idle equipment is usually hiding in data you already have. How to find it, with a step-by-step method.Mon, 13 Jul 2026 00:00:00 GMTOperationsinfo@pedersengroup.co.nz (Josh Pedersen)Connecting AI agents to your systems: MCP, permissions and roleshttps://www.pedersengroup.co.nz/insights/ai-agents-mcp-permissions-and-roles/https://www.pedersengroup.co.nz/insights/ai-agents-mcp-permissions-and-roles/MCP makes it easy to connect AI agents to your systems. The hard part is access. Whose permissions does the agent use, and how do you keep them tight?Fri, 03 Jul 2026 00:00:00 GMTSecurityinfo@pedersengroup.co.nz (Josh Pedersen)An AI use policy your team will actually followhttps://www.pedersengroup.co.nz/insights/ai-use-policy-nz/https://www.pedersengroup.co.nz/insights/ai-use-policy-nz/Most AI policies get ignored because they only say no. How to write a short, practical AI use policy for a New Zealand business, with a one-page outline.Fri, 26 Jun 2026 00:00:00 GMTSecurityinfo@pedersengroup.co.nz (Josh Pedersen)Xero is the hub: what to connect first, and whyhttps://www.pedersengroup.co.nz/insights/xero-integration-what-to-connect-first/https://www.pedersengroup.co.nz/insights/xero-integration-what-to-connect-first/For NZ businesses on Xero: which connections pay back first, how to order them, which system should own customers, products and prices, and when to go custom.Thu, 18 Jun 2026 00:00:00 GMTIntegrationinfo@pedersengroup.co.nz (Josh Pedersen)Do you need a data warehouse? A plain-English guide for growing businesseshttps://www.pedersengroup.co.nz/insights/do-you-need-a-data-warehouse/https://www.pedersengroup.co.nz/insights/do-you-need-a-data-warehouse/Signs your business has outgrown reporting straight from its systems, what a right-sized data warehouse looks like, and a practical plan for the first 90 days.Wed, 10 Jun 2026 00:00:00 GMTDatainfo@pedersengroup.co.nz (Josh Pedersen)Build or buy? When custom software makes sense for a NZ businesshttps://www.pedersengroup.co.nz/insights/build-or-buy-custom-software/https://www.pedersengroup.co.nz/insights/build-or-buy-custom-software/Off-the-shelf software or something built for you? A practical way to decide, what custom software really costs to own, and how to make sure you own it.Tue, 02 Jun 2026 00:00:00 GMTEngineeringinfo@pedersengroup.co.nz (Josh Pedersen)