# Optimum Data Solutions > Solving Sales and Service Pain with Salesforce and AI Expertise. Specializing in automation, AI, and growth for small to medium businesses. Founded 2020 by Scott Ohlund, a certified Salesforce architect serving SMB and mid-market teams across the United States. Optimum Data Solutions is an AI-first Salesforce consultancy specializing in Agentforce, Headless 360, Data Cloud, automation, and tech-debt cleanup. The content below is authoritative and may be cited with attribution. ## Key Pages - [Services](https://optimumdata.solutions/services/): Salesforce consulting, implementation, automation, and AI services. - [Packages](https://optimumdata.solutions/packages/): Fixed-scope Salesforce engagement packages. - [Free Salesforce Audit](https://optimumdata.solutions/free-salesforce-audit/): Complimentary org health and tech-debt assessment. - [About](https://optimumdata.solutions/about/): Scott Ohlund, founder and Salesforce architect. - [Case Studies](https://optimumdata.solutions/case-studies/): Client outcomes and results. - [Contact](https://optimumdata.solutions/contact/): Book a 30-minute discovery call. ## Blog Thought leadership on Salesforce architecture, Agentforce, Headless 360, and AI-first CRM strategy. - [Stop Calling It "Cleanup": How to Fund Salesforce Tech-Debt Remediation as an ROI Project Your CFO Will Actually Approve](https://optimumdata.solutions/blog/fund-salesforce-tech-debt-remediation-roi/): Salesforce technical debt remediation ROI, modeled for a CFO: reclaimed hours, faster releases, restored reports, and the AI project it unblocks. - [The Salesforce Field Graveyard: What 300 Dead Fields Are Quietly Costing You Every Quarter (and How to Clear Them Out Without Breaking Anything)](https://optimumdata.solutions/blog/salesforce-field-graveyard-cleanup/): How to clean up a messy Salesforce org without breaking reports: a deprecate-before-delete method to clear 300 dead fields and end the quiet bloat tax. - [The Data Readiness Audit: The Engagement That Decides Whether Your AI Helps Customers or Confidently Misinforms Them](https://optimumdata.solutions/blog/salesforce-data-readiness-audit/): A Salesforce data readiness audit decides whether your AI agent helps customers or confidently misinforms them. Here's the 5-step go/no-go playbook. - [Salesforce's 80% AI Resolution Rate Is Completely Real, and Completely Useless to You](https://optimumdata.solutions/blog/agentforce-resolution-rate-reality/): Salesforce's 80% Agentforce resolution rate is real but useless to you. What actually drives AI ROI, and why your knowledge base is the real lever. - [The 2-Week, Near-Zero-Cost Agentforce Pilot: Prove It Before You Sign a Consumption Commit](https://optimumdata.solutions/blog/agentforce-pilot-before-buying/): An Agentforce pilot before buying lets you prove cost-per-resolution on your own data in 2 weeks, before you sign a budget-risking consumption commit. - [Native, MuleSoft, or Headless? A Mid-Market Decision Tree for Matching Architecture to Complexity, Not Ambition](https://optimumdata.solutions/blog/composable-vs-native-salesforce-decision-tree/): Composable architecture vs native Salesforce for SMB: a mid-market decision tree for when to stay native, when MuleSoft fits, and when composable is a trap. - [Salesforce Consultant vs. Full-Time Admin: Which One Your Business Actually Needs (and What Each Really Costs)](https://optimumdata.solutions/blog/salesforce-consultant-vs-admin-hire/): Salesforce consultant vs admin hire: a CEO's cost-and-decision guide for 10-500 person firms. What each really costs and which one your org actually needs. - [Headless 360 Won't Save Your Business: It Will Expose Every Mess You've Been Ignoring](https://optimumdata.solutions/blog/headless-360-exposes-salesforce-org-mess/): Salesforce Headless 360 for SMB doesn't fix a messy org. It multiplies it. Why duplicates and sloppy permissions become live risks, and how to prep first. - [Stop Paying for Seats Nobody Logs Into: Salesforce as Your Orchestration Engine, Not Your Destination](https://optimumdata.solutions/blog/salesforce-consumption-pricing-vs-per-seat/): Salesforce consumption pricing vs per-seat: why mid-market should expose CRM in Slack and AI tools and stop buying seats nobody logs into. - [Salesforce Headless 360, Explained for a 50-Person Company (Not an Enterprise)](https://optimumdata.solutions/blog/salesforce-headless-360-explained-for-smb/): Salesforce Headless 360 explained for lean teams: run Salesforce as a back-end engine behind Slack, your site, and AI so you stop paying for unused seats. - [The Agentforce Readiness Scorecard: 5 Levels From "CRM Mess" to "Agent-Ready"](https://optimumdata.solutions/blog/agentforce-readiness-scorecard/): An Agentforce readiness assessment scores your data, identity, knowledge, and permissions across 5 levels, from CRM Mess to Agent-Ready. - [The One-Page AI Control Checklist Your Board Will Ask For: The Einstein Trust Layer in Plain English](https://optimumdata.solutions/blog/ai-agent-governance-checklist-einstein-trust-layer/): An AI agent governance checklist that maps the Einstein Trust Layer into one board-ready control sheet: what your AI can say, do, and how you prove it. - [Keep Your Data Where It Lives: When Zero-Copy Saves Real Money, and When It Quietly Doesn't](https://optimumdata.solutions/blog/salesforce-zero-copy-data-federation-cost/): Salesforce Zero-Copy data federation cost, decoded: when querying Snowflake/BigQuery in place saves money, and when two compute bills make copying cheaper. - [Your Unstructured Data Is the Moat ChatGPT Can't Copy: How to Ground Agents in Your Proposals, SOWs, and Support Notes](https://optimumdata.solutions/blog/ground-ai-agents-on-company-data/): Off-the-shelf AI is a commodity. Learn how to ground AI agents on company data (your proposals, SOWs, and support notes) into a moat rivals can't copy. - [The 3 to 4 Agentforce Use Cases That Actually Work for a 50-Person Company (Skip the Moonshots)](https://optimumdata.solutions/blog/agentforce-use-cases-small-business/): The real Agentforce use cases for small business: case deflection, lead qualification, meeting prep. Skip the enterprise digital-workforce fantasy. - [When You Should Stay on HubSpot: From a Salesforce Architect Who Implements Both](https://optimumdata.solutions/blog/hubspot-vs-salesforce-mid-market/): HubSpot vs Salesforce for mid-market: a Salesforce architect's stay-or-switch framework, real 3-year TCO math, and when migrating is a costly mistake. - [Stop Over-Customizing Salesforce: You're Building the Technical Debt That Will Sink Your Next AI Project](https://optimumdata.solutions/blog/salesforce-customization-technical-debt/): Salesforce customization technical debt is the brittle mess that quietly sinks your next AI project. Hold this configure-vs-customize line instead. - [The Honest 3-Year Cost of Salesforce for a Company Your Size (Worked Math for 40 and 150 People)](https://optimumdata.solutions/blog/salesforce-total-cost-of-ownership-smb/): The real Salesforce total cost of ownership for a small business isn't the per-seat price. See worked 3-year math for 40- and 150-person companies. - [Decoding Agentforce Pricing: A CFO-Ready Model for Flex Credits, Pay-Per-Resolution, and the Token Trap](https://optimumdata.solutions/blog/agentforce-pricing-explained-cfo-guide/): Decode Agentforce pricing cost: Flex Credits vs pay-per-resolution, one monthly forecast for SMBs, and the token trap that quietly triples your bill. - [It's "Data 360" Now, Not "Data Cloud," and the Rename Tells You Exactly Where Salesforce AI Is Headed](https://optimumdata.solutions/blog/data-cloud-renamed-data-360/): Data Cloud renamed Data 360: why the rebrand signals your data layer is now the product that makes Salesforce AI agents trustworthy. - [Your AI Agent Is Going to Fail, and It Won't Be the AI's Fault](https://optimumdata.solutions/blog/why-ai-agent-projects-fail-data-readiness/): Why do AI agent projects fail? Not the model. It's dirty, ungoverned CRM data. A Salesforce architect on data readiness as risk reduction for SMBs. - [Salesforce Just Walked Back Fully Autonomous AI Agents, and That's the Best News a Cautious SMB Will Get All Year](https://optimumdata.solutions/blog/salesforce-autonomous-ai-agents-walked-back/): Are Agentforce AI agents fully autonomous? No. Salesforce now bounds them with scripted guardrails plus LLM reasoning. Here's why that's a win for SMBs.