Articles is the field notes library from our Salesforce and AI practice. It collects implementation notes from real projects, CPQ and Revenue Cloud configuration guides, Agentforce and AI agent posts, admin how-to walkthroughs, and release note summaries. Every piece is written by the consultants who do the work, not by a marketing team.
Salesforce Data 360 (formerly Data Cloud) has no flat per-user price for the platform itself. Additional credits cost $500 per 100,000 in the 2026 structure, and existing Data Cloud contracts keep their terms until the current agreement ends.
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A Salesforce Spiff implementation runs in four phases: connect your deal and user data, build commission plans in Spiff Designer, run at least one full commission cycle in parallel with your current process, then cut over.
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Claudeforce isn't a product you switch on, it's a pilot you have to plan for. Here are the eight things to check before you connect Claude to your Salesforce org.
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Salesforce Headless Toolkit gives developers and AI tools a way to work with Salesforce outside its usual screens. It carries forward what Salesforce introduced under the name Headless 360.
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A Salesforce connection can work exactly the way you configured it and still hand Claude more access than you meant to give.
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Use a product rule in Salesforce CPQ when a selling requirement needs a conditional check or an action that the simpler bundle settings cannot handle. Maybe you need to stop a combination that will not work, suggest a service that should go with the product, or have CPQ select an option on its own. The right pick comes down to what you want the rep to do once the condition is true.
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Salesforce data cleanup is the work you do before a migration so you do not move your problems with you: deduplicating accounts and contacts, standardizing fields, pruning dead records and mapping every legacy field to a destination before the first load. A migration without a cleanup phase is the fastest way to pay twice for the same mess — once to move it, once to fix it. This checklist walks th
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Salesforce has never published a duration for a CPQ to Revenue Cloud migration, and no partner can quote one sight unseen: the clock is set by how much of your quoting, pricing and billing logic has to be rebuilt rather than moved. What can be dated is everything around the move. Salesforce stopped selling CPQ to new customers in March 2025, has announced no end-of-life date, and put two milestone
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Agentforce Flex Credits turned AI pricing into a meter: every action an agent takes consumes credits, and credits are money. This guide walks through how that meter runs up in ways teams do not expect, and the alerts and usage limits worth setting first, using the rate card Salesforce published in August 2026.
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Salesforce Revenue Cloud lists at $150 per user per month for Growth and $200 for Advanced, billed annually, as of October 2026. That gives you a starting point for the software budget. It doesn't tell you what it will cost to get your team quoting and your finance team invoicing the way your business actually works. Salesforce's published pricing confirms the rates and the annual contract requirement.
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Salesforce managed services is an ongoing support arrangement where a consulting partner handles the steady work your org needs every month — admin tasks, enhancements, integrations, data quality and increasingly AI/Agentforce upkeep — under one team instead of ad-hoc projects. The useful question is not what the brochure says but what actually lands each month. This guide walks through the recurr
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Choosing Salesforce AI for customer service starts with one question: what work should the agent finish, and how will your team check it? Here is how Agentforce Service Agent, Case Classification, Service Replies, and Work Summaries fit different service problems.
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MuleSoft for reusable APIs, Workato for cross-app workflows, Zapier for small automations. Pick a Salesforce integration approach by ownership and operating risk — SOLVD helps with architecture and implementation.
Read articleBest overall: Salesforce Agentforce for sales teams that need AI to act on CRM data. Best for call review: Einstein Conversation Insights. Best for prioritizing new leads: Einstein Lead Scoring. Best for prioritizing open deals: Einstein Opportunity Scoring.
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Ask your Salesforce org a question and just get the answer, no report, no export, no waiting. MCP is neither of the two ways we've always pulled data out of Salesforce, it's a third door.
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One misconfigured autoresponse can fill your Salesforce case queue with hundreds of junk cases overnight. The fix most forums recommend sounds right and doesn't actually work.
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That field request takes 90 seconds to build. Bad data doesn't come from having too few fields, it comes from having too many.
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Your CRM has the data the moment a deal closes. Your finance and ops teams don't see it until the next morning, and that gap is a choice, not a limitation.
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Your Account Engagement mailable prospect count isn't a database problem. It's a settings problem, and most teams reach for the most destructive fix first.
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Most Salesforce FSC implementations for RIAs run into the same problems — and almost all of them are preventable. Here are the four things you need to get right before you build, from a consultant who has helped many RIA firms migrate to and implement FSC.
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Claude is probabilistic by default — great for conversation, unreliable for business automation. Here's how to force consistent, predictable outputs using JSON schemas, native structured outputs, and SDK hooks so your integrations never break on bad data.
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Salesforce is now enforcing phishing-resistant MFA for privileged users — and your current authenticator app no longer counts. Here's exactly who's affected, when enforcement hits, and the step-by-step setup to get your org ready before users get locked out.
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The typical advisor manages 100 to 150 client relationships with no room to grow without hiring — and compliance alone eats 7 to 12% of operating expense at smaller firms. You don't have a technology problem. You have a capacity problem. Here's how Salesforce FSC attacks it directly.
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USA. US. United States. Three values, one country — and a reporting mess. There's a free native fix built into every Salesforce edition. Here are the pros, the cons, the exact four-step process, and the one tip that keeps your integrations from breaking.
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AI tools like MCP connectors make it tempting to let AI have full control over your Salesforce org — and in a production org with real data and real users, that's a big problem. Here's the four-step framework for making changes that are fast but safe.
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Pricing is where deals either move fast or start stalling out. Here's a complete breakdown of the four key components of Agentforce Revenue Management pricing — products, price books, price adjustment schedules, and pricing procedures — with a full step-by-step demo walkthrough.
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Cases are coming in, nobody knows who owns them, your support team is pointing fingers, and customers are waiting. Here's exactly how queues and assignment rules work together to fix that — and why you need both.
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Marketing Cloud Engagement, Account Engagement, Marketing Cloud Next — the names are confusing and the differences matter. Here's a clear breakdown of all three Salesforce marketing platforms so you can choose the right one for your business.
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Your team is probably using ChatGPT, Claude, or Copilot — but is that AI actually connected to your business? Does it know your open deals, your stale accounts, what's in your CRM right now? If not, that's the problem MCP solves. Here's how.
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If your sales team constantly complains that CPQ takes forever to recalculate a quote — you might not have a Salesforce problem. You might have an architectural debt problem. Here are the three pricing automation pitfalls that destroy CPQ performance and exactly how to fix them.
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