Swift Media
Practical notes on websites, software, business, and AI for operators - written by Matt Potter at Swift Media. Monday Swift Brief (multi-pillar headlines), Thursday Field Guide (deep dive rotating by pillar).
Matt Potter
HeadlinesBoards review quarterly agent risk scorecards, procurement demands vendor agent attestations before renewal, product shows human handoff SLAs in the UI, finance reconciles invoices to workflow IDs, and compliance archives prompt versions with change tickets for three years.
Matt Potter
HeadlinesProduction agent evals replace one-time UAT, multi-agent orchestration needs supervisors, model routing cuts token spend, and shadow copilot policies land in employee handbooks.
Matt Potter
HeadlinesOkta ships Agent SSO, Microsoft Entra Agent ID lands in Dataverse, runtime authorization moves to the MCP gateway, and human-in-the-loop approvals become a standard SDK pattern.
Matt Potter
Deep diveModel and agent vendors get renewed like any critical SaaS. Before you sign, collect attestations on data flow, subprocessors, injection testing, breach notice, and how they support your DPIA and MSA language.
Matt Potter
Deep diveAnnual red teams do not catch daily prompt edits. Keep a small injection regression suite in CI, gate production promotion on green runs, and version it beside your prompts and tools.
Matt Potter
Deep diveHard monthly caps stop runaway tokens, but a hard stop mid-customer-task hurts trust. Alert at eighty percent, queue new runs for a named approver, and keep required transactions on a separate path.
Matt Potter
HeadlinesISO 42001 hits procurement checklists, buyers publish 30-question agent RFPs, statistical acceptance replaces pass/fail UAT, and NIST AI RMF plus EU AI Act map into one control library.
Matt Potter
Deep diveCustomers expect to know when chats are stored, reviewed, or used beyond support. Publish a clear opt-out, wire it in product, and keep billing and safety logs separate.
Matt Potter
Deep divePrompt edits and new tools are production changes. Publish when agents may change, who approves, and how you roll back, the same way you schedule app deploys.
Matt Potter
Deep diveCustomer-facing agents inherit every paste, attachment, and ticket field attackers can reach. Run structured injection drills on the same channel you ship, before you add tools or widen data access.
Matt Potter
HeadlinesMicrosoft open-sources agent governance tooling, EMA finds most firms cannot contain rogue agents quickly, Forbes warns about agents already inside your stack, and MCP security moves from experiment to procurement checklist.
Matt Potter
HeadlinesEU AI Act deadlines are live, runtime control planes move enforcement into the path, Databricks Unity Gateway unifies multi-vendor AI governance, and agent FinOps becomes a board conversation.
Matt Potter
Deep diveCustomers forgive a slow bot less than they forgive silence. Publish how long they wait, how they reach a human, and what happens next.
Matt Potter
Deep diveGiving an agent a blanket API key is the same as giving every intern root access. Map tools to IAM roles your security team already audits.
Matt Potter
Deep diveA roadmap that only lists launches is a wish list. Kill criteria turn Q1 agent bets into decisions you can defend in March when budget and patience run thin.
Matt Potter
Deep diveWhen a customer disputes a charge or legal sends a hold, you need the agent conversation, tool calls, and human handoffs in one export. Treat transcripts like email archives, not chat logs you can lose.
Matt Potter
Deep diveConsole edits and Friday afternoon prompt tweaks are how production agents drift. Eval gates in CI turn promotion into a decision with evidence, not hope.
Matt Potter
Deep diveToken bills, copilot seats, and metered APIs are not separate from your software budget. One dashboard helps finance, IT, and product argue with data instead of gut feel.
Matt Potter
HeadlinesAnthropic ships Enterprise Frontier Safeguards, OpenAI builds kill switches, agent identity security heats up, and enterprises are told trusted data beats shiny models.
Matt Potter
Deep diveIf prompts and tool configs only live in a vendor console, you cannot reproduce Friday\'s behavior on Monday. A small promotion pipeline fixes that without slowing the team down.
Matt Potter
Deep diveIf the prompt, model, or tool schema can change without a ticket, you do not have a production system. You have a live experiment sitting on customer work.
Matt Potter
Deep diveGateways control which tools an agent calls. Sandboxes control what happens when tool code or plugins run. Here is what to ask before you let agents touch production data.
Matt Potter
Deep diveAgents that call real tools need a control point. Here is what to require from an MCP gateway before you sign: scopes, injection defenses, audit logs, and kill switches that ops can actually find.
Matt Potter
HeadlinesBoomi ships an Agent Control Plane, SAP calls agent sprawl a board issue, Microsoft reports $214B cloud revenue, and the control-plane category keeps growing.
Matt Potter
Deep diveNot every agent step needs a human, but refunds, contracts, and outbound comms do. Here is how to design approval queues with clear SLAs, audit trails, and escape hatches without killing useful automation.
Matt Potter
Deep diveAgents fail in new ways: bad outputs, runaway spend, and data leaks without a traditional breach. Here is how to build severity tiers, containment steps, and customer comms before Friday night calls you.
Matt Potter
Deep diveAgents are non-deterministic, so pass/fail UAT fails in production. Here is how to build golden datasets, set success bands, and gate model changes without stopping useful shipping.
Matt Potter
Deep diveOkta Agent SSO and Entra Agent ID made agents first-class identities. Here is how to assign one principal per agent, scope permissions to the job, and audit actions without blocking useful pilots.
Matt Potter
Deep diveISO 42001 is showing up in RFPs and vendor questionnaires. Here is what the certificate proves, what it does not, and a practical checklist before you buy or sell agentic AI.
Matt Potter
Deep diveEMA research says most enterprises cannot contain a rogue agent in minutes or produce a full audit trail. Here is a practical sprint to fix inventory, containment, and evidence before your next incident.
Matt Potter
HeadlinesAgents are moving from demo to production. CBTS launches Forge Agents, BCG pushes an Enterprise AI Control Plane, and AWS publishes governance architecture for agentic AI at scale.
Matt Potter
Deep diveMost EU AI Act obligations are now in force. If your agents touch EU data or customers, here is what to document, what to ignore, and a one-week compliance sprint for a mid-size operator.
Matt Potter
Deep diveAnthropic says Enterprise Frontier Safeguards store activity in your cloud with automated misuse detection and no vendor human review. Here is what that means for a mid-size business evaluating Claude.
Matt Potter
Deep diveSAP says 98% of enterprises already feel agentic AI reshaping architecture. Here is what agent sprawl looks like in a mid-size business, and a one-hour inventory you can run before the next pilot.
Matt Potter
Deep diveBCG says agent proliferation is outpacing governance. Here is what an Enterprise AI Control Plane actually means for a mid-size business, and how to build one without a 40-page strategy deck.
Matt Potter
Deep diveMcKinsey found 80% of workers feel more productive with AI but only 37% see EBIT impact. Here is why individual gains stall at the company level, and what the top 6% do differently.
Matt Potter
HeadlinesMcKinsey says 80% of workers feel more productive with AI, but only 37% see EBIT impact. Plus agent scaling, build-vs-buy shifts, and what to watch this week.
Matt Potter
HeadlinesThe AI stories worth your attention this week, filtered for business owners and operators. No hype list. Just what might change how you run the company.
Matt Potter
Deep diveCloudera surveyed 1,500 enterprises and found 95% delayed or cancelled AI work because of governance and infrastructure. Here is what that means if you run a business, not a data center.
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