Adam White
Editor-in-Chief
85 posts
Executive perspectives11 questions a security review asks about a vibe-coded appApproval settles who is allowed to say yes. The review settles whether the app is safe to run. These are the eleven things to check before an app goes live.
Operations in practiceThe 10 GTM apps worth building yourselfTen GTM apps RevOps teams are building for themselves, what each one has to do, and the point where each one stops being something the team can rely on.
Operations in practiceWhy the customer 360 never sticksWhat you know about one customer sits in eight systems, and four teams each need a different view of it. One shared dashboard can't serve all four.
Operations in practiceThe order-to-cash process: where it breaks and what to fix firstThe order-to-cash process runs across CRM, CPQ, ERP, and billing. Here are the handoffs that break it, why they stay broken, and what to automate first.
Agent development and automationMCP access reviews: who can still call whatAccess to MCP tools only grows. Why access reviews change nothing, and how to run one that owners act on.
Operations in practiceWhat a no-code integration platform can do without developers, and where you'll need oneMost business automation doesn't need a developer. The edges do. What a business team can own, where technical help comes in, and what AI changed.
Executive perspectives7 questions every vibe-coded app must answerWho is actually allowed to say yes to a vibe-coded app? Most teams can name who built it faster than they can name who approved it. Settle that first.
Architecture and integrationWhy your integration backlog leads to ungoverned vibe-coded appsAn integration request sits in the queue for months. The team waiting builds it themselves, and it comes back to IT as an app nobody reviewed.
Operations in practiceWorkato alternatives with more predictable pricing, comparedSix Workato alternatives compared on billing alone: what you pay for, what makes it move, whether you can cap it, and what happens when you go over.
Executive perspectivesWhen to start your Workato renewal review, and what to do at each stageProcurement forwards the renewal ninety days out. By then the scope of the next term is set, and the work that would change it takes longer than that.
Operations in practiceWhat it costs to run n8n yourselfMost of the cost of self-hosted n8n is engineering time. Here's where it goes, with a calculator to work out your own number.
Operations in practiceWhen the next n8n CVE drops, who patches it?n8n ships security advisories in batches, and this year the batches have landed about a fortnight apart. Self-hosted, applying them is your team's job.
Operations in practiceIncident management: why incidents come backThe incident closes, the postmortem lists five actions, and months later the same thing fails again. Why incidents come back, and what to fix first.
Operations in practiceWhy n8n drops records without an error, and what you own at volumeMerge nodes drop items without raising an error. Here's what causes it, what else changes as volume grows, and how to check your own setup.
Architecture and integrationField mapping: why customer setups never finishThe customer's custom field isn't in the list, so they file a ticket and never finish setup. Why field mapping stalls customer integrations, and what to fix.
Architecture and integrationSchema changes: why one renamed field breaks fiveA renamed picklist value fails nothing and changes every report that groups by it. Why schema changes break integrations, and what to fix first.
Operations in practiceWho owns your SOC 2 report when you self-host n8n?The controls a reviewer wants to see are the same either way. Who builds and proves them is not.
Operations in practiceCustomer data matching: why records multiplyThe same customer sits in the CRM, the ERP, billing and the help desk under four names. Why matching fails, what it costs every later step, and what to fix first.
Operations in practiceExpense reconciliation: the month-end guessCard spend sits uncoded until month end, and a receipt chased too late gets a guessed code. Why expense reconciliation slips, and what to fix first.
Architecture and integrationHow to go headless without forking your teamGoing headless moves integration into the AI IDE. When code and the visual builder edit different copies of a workflow, your team forks. Here's the fix.
Operations in practiceVendor onboarding process: who owns the record?An emailed change to a supplier's bank details looks routine, and the next payment goes to a stranger. Where vendor onboarding breaks, and what to fix first.
Operations in practiceCRM and marketing automation sync: who's right?A rep fixes a job title in the CRM and the marketing platform overwrites it that night. Why CRM and marketing automation syncs disagree, and what to fix first.
Operations in practiceOmnichannel support: one problem, three ticketsThe customer emails, posts in your shared Slack channel and calls, and three agents start on the same problem. Why omnichannel support intake breaks.
Operations in practiceSupport ticket routing: why urgent means nothingEvery requester picks urgent, so the outage from your largest customer waits behind a password reset. Why support ticket routing fails, and what to fix first.
Operations in practiceEndpoint isolation: the laptop cut off at 2 a.m.A laptop is isolated at 2 a.m., the on-call engineer loses production access, and nobody says why. How endpoint isolation goes wrong, and what to fix first.
Architecture and integration5 questions every enterprise should ask before choosing an iPaaSCan your integration layer keep up with your AI roadmap, or is it the thing slowing it down? What to ask a vendor, and which answers should worry you.
Agent development and automationMCP is making your AI bill unpredictable. Here's why.Your AI bill climbed and no single team is to blame. The answer is not in your query logs. It is in the tool definitions loading before anyone types.
Agent development and automationDrops of determinism: the fix for MCP agents that keep getting it wrongInconsistent agent behavior is a tool design problem, not a model problem. How J.W. Pepper made MCP agents reliable with workflow-backed tools.
Operations in practiceDSAR process: the system nobody rememberedThe search covers the systems somebody remembered, and the support tool with years of tickets isn't one of them. Why DSARs miss data, and what to fix first.
Operations in practiceSIEM logging: the feed that stoppedAn app's audit log feed stops, and nobody notices until an investigation needs the missing week. Why SIEM logging has gaps, and what to fix first.
Agent development and automationShadow MCP is the new shadow ITEvery office has a propped-open side door nobody watches. An ungoverned MCP server is that door, and it inherits whatever access its builder had.
Operations in practicePolicy acknowledgement: the joiner never askedA March joiner has never accepted the security policy, because the last round went out in January. Why policy acknowledgement slips, and what to fix first.
Executive perspectivesWhat AI will really change at work in 2026AI will change work in 2026, but not the way most teams expect. Learn how agents, orchestration, and governance reshape specific roles across the enterprise.
Agent development and automationChatGPT vs Claude vs GeminiA practical comparison of ChatGPT, Claude, and Gemini for enterprise AI agents, focused on performance, security, governance, and real-world operability.
Agent development and automationAgent vs copilot vs chatbot: Understanding the differenceAgents, copilots, and chatbots serve different roles in enterprise AI. Learn how they differ in autonomy, capability, and architecture, and when to use each.
Agent development and automationEverything you need to know about AI agents for HRHR holds the most sensitive data in the company and the most repetitive queue. That combination is why it is a good first place to put an AI agent.
Agent development and automationFinding your AI agent Goldilocks zoneNot every workflow needs an AI agent. Learn when to use AI agents and how to find the enterprise “sweet spot” for automation.
Agent development and automationWhat it really takes for enterprise AI readinessAI readiness requires more than models. Learn how Yext transformed integration into AI infrastructure to scale AI safely across the enterprise.
Customer storiesAI Agents in action: Lessons from tech innovatorsMost AI agents are chatbots with better branding. What changed for the tech teams whose agents started opening tickets and resetting passwords.
Agent development and automationEverything you need to know about ITSM agents58% of organizations say IT loses five-plus hours a week to repetitive requests. What an ITSM agent solves, and how to deploy one without the pitfalls.
Architecture and integrationWorking with the Intercom API: What you need to knowTired of manually exporting Intercom data? We’ll show you the fundamentals of the Intercom API, key data types, and how to boost retention and revenue.
Architecture and integrationIntroduction to working with Slack programmaticallyWhat Slack's API can do, how permissions and scopes work, and the common patterns for alerts, approvals, and provisioning built on top of it.
Architecture and integrationTurning real-time event streams into game-changing valueAutomate streaming event data with ease on the Tray Platform.
Operations in practiceHow low-code workflow automation speeds up IT projectsFind out why companies are choosing low-code workflow automation platforms to accelerate IT projects.
Operations in practiceLead enrichment automation: where it stalls and whyEnrichment is where a lead stops being routable. What breaks when a team wires it themselves, and what the rest of the lifecycle depends on.
Operations in practiceLead-to-account matching: why leads and accounts drift apartMatching decides whether a new lead belongs to an account you already work. What makes it hard, and what it costs when it silently stops working.
Operations in practiceLead routing automation: why rules outlive the org chartRouting assigns every lead an owner. Why the rules go stale faster than anything else in the lifecycle, and what it costs before anyone notices.
Operations in practiceHow to integrate Facebook lead ads data with SalesforceConnect Facebook lead ads to Salesforce so leads land in your CRM in seconds. The integration options, real use cases, and what it does for ad spend.
Operations in practiceAccounts receivable automation: where cash stallsThe customer paid, the invoice still shows open, and collections keeps chasing. Why accounts receivable stalls, and what to automate first.
Operations in practiceMaximize attendance & reduce no-shows with data-driven automationFind out which prospects are most likely to no-show meetings by automating your CRM. Learn how to increase attendance rates and drive better sales decisions.
Operations in practiceThe ultimate guide to hiring a RevOps ManagerDiscover what makes a great RevOps Manager, what their first 90 days should look like, and what critical platform they need for success.
Operations in practiceA look at the Tray Salesforce Marketing Cloud connectorAlert your sales team of new expansion opportunities by tracking subscriptions in your payment processing platform and consolidating single-user accounts.
Operations in practiceNPS in Salesforce: why detractors go unansweredA detractor explains exactly why they are leaving, and the comment sits in a survey tool nobody opens. How to get NPS into Salesforce, and what to fix first.
Architecture and integrationPersistent data storage at the solution instance levelSharing dynamic data amongst a group of workflows that are unique to a specific end-user is easy with Tray Embedded.
Operations in practiceIT onboarding process: access before day oneNew hires spend their first week waiting for logins. How the IT onboarding process gets access ready before day one, and keeps it right after.
Architecture and integrationWorking with ADP Workforce Now APIs for HR and payrollA walkthrough of ADP Workforce Now's Workers v2 and Pay data input APIs, the application types you need, and how to connect payroll to the rest of HR.
Operations in practiceAccelerate revenue growth with order-to-cash automationEnd manual work and automate your way to cash faster with order-to-cash (O2C) automation.
Operations in practiceEngage high-intent leads from G2 buyer intent dataLearn how to find and engage leads that are searching for you and competitors in your space using automation and APIs.
Operations in practiceWebinar lead follow-up: why event leads go coldRegistrations arrive late, badge scans wait a week, and no-shows get thanked for attending. Why event leads go cold and what to fix first.
Agent development and automation5 signs you need to uplevel your automation platformIf you are cutting corners on a process because the tool cannot draw it, the tool is the problem. When point-to-point automation stops being enough.
Operations in practiceThe ultimate guide to updating Salesforce in bulkEasily mass update leads, contacts, and opportunities in Salesforce. Learn everything you need to know about Salesforce batch updates in our ultimate guide.
Operations in practiceLead list uploads: why leads arrive unroutableUploads are the first step in the lifecycle and the one that fails most often. What breaks, and why the damage shows up three steps later.
Operations in practiceGetting started with RevOps: A Beginner’s GuideLearn everything you need to know for getting started with Revenue Operations in this beginner’s guide.
Architecture and integrationiPaaS vs RPA: What’s the difference?RPA copies mouse clicks. iPaaS calls APIs. Which one fits depends on whether your process runs on legacy screens or on systems with a real interface.
Operations in practiceHow to boost sales productivity by automating away chat spamReps who reply fast are far likelier to reach a decision-maker, and chat spam eats that window. How Intercom, Segment and Slack close it automatically.
Architecture and integrationWhat are webhooks, and why do they fire twice?Webhooks tell one app that something happened in another. What they are, why they often arrive twice, and how to deliver them reliably.
Operations in practiceHow to automate deep-funnel SEM bidding for B2B Target ROASLearn how to use automation to set B2B Target ROAS bidding for deep-funnel SEM campaigns.
Operations in practiceQualify leads and grow engagement by identifying intent in dataLearn how to enrich your marketing automation platform with data from a learning management system to qualify leads and engage customers.
Architecture and integrationWhat are embedded integrations? A beginner’s guideLearn the what, why, and how of embedded integration platforms in this beginner’s guide.
Operations in practiceEngage prospects on demand with direct mail automationIn this walkthrough, learn how to enhance your marketing and sales relationships with rapid and personalized direct mail automation.
Architecture and integrationPower data-driven insights with AWS automation for cloud storageLearn how to augment your favorite cloud-based data storage tools (like AWS) with automation to craft processes that pipe and analyze data faster.
Operations in practiceAd audience sync: stop advertising to customersA customer mid-renewal sees an ad for the product they already pay for. How to sync ad audiences from the CRM, with customers and open deals left out.
Operations in practiceMicrosoft Teams integrations made easyEasily build a Microsoft Teams integration to efficiently orchestrate approvals and employee experience processes to improve business performance.
Operations in practiceMaximizing HubSpot FormsLearn how you can extend the power of HubSpot Forms to the rest of your tech stack to quickly target your best leads.
Operations in practiceSlack security: secrets pasted into chatPasswords, API tokens and card numbers get pasted into Slack to save time, and they stay searchable for years. How to catch them, and what to fix first.
Operations in practiceIncrease conversions with automated sales meeting follow-upLearn how to schedule fully automated outreach to prospects that have booked sales meetings, increasing meeting attendance and sales conversion rates.
Operations in practiceHow to scale high-volume e-commerce order fulfillmentMeet growing demand and ensure seamless order fulfillment by integrating your e-commerce solution with inventory and logistics management.
Operations in practiceStoring a last modified time stamp on a solution instanceA single Tray workflow that records when a solution instance changed and what it looked like before, using a hidden config property and the API.
Architecture and integrationTranslating programming constructs to Tray workflowsIf you can write the logic in code, you can build it on a canvas. How loops, conditionals and functions map onto the equivalent Tray workflow patterns.
Architecture and integrationServerless workflows go mainstream to meet data demandsLearn how growth-focused businesses are turning to serverless workflows to achieve their data integration and automation initiatives.
Operations in practiceHow to load LinkedIn lead data into your CRMHow LinkedIn's lead gen API works, from ad forms to notification webhooks, and how to get that lead data into your CRM without a pile of manual steps.
Architecture and integrationAutomation drives low-code digital transformationLearn how the surge in demand for automation and integration promotes businesses to adopt a low code digital transformation strategy.
Operations in practiceJira integration made easy with the Jira connectorBuild a Jira Slack integration for alerting, a Jira GitHub integration for deploys, and a Salesforce Jira integration for accounts.
Operations in practiceA look at the Tray Zoom connectorDrive sales with Zoom web conferencing, grow leads from Zoom meetings, and do more with Zoom web conferencing using automation.
Architecture and integrationHow do APIs work?In 2002 Jeff Bezos ordered every Amazon team to expose its data through an interface. That mandate is why APIs matter, and how they actually work.
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