# Opine > Opine is the AI-ready context layer for high-stakes revenue work — the layer beneath the AI and agents a revenue team already has, giving them deal-level context to be accurate. It converges scattered deal context into real-time intelligence for technical sales teams: sales engineers, SE leaders, RevOps, sales managers, post-sales, and the buyers they work with. The problem Opine addresses is that the context on a technical deal — what was demoed, what the customer objected to, which requirement is still open — lives in calls, threads, CRM records, and one engineer's head. Generic AI tools are powerful but blind to those specifics. Opine builds and maintains the normalized, opportunity-level model of that context, then makes it usable by people and by AI. Opine centralizes that context from the systems a technical deal actually runs on: CRM (Salesforce, HubSpot), calls and meetings (Gong, Chorus, Clari, Zoom, Google Meet, Granola), the surfaces where the work happens (Slack, Microsoft Teams, Google Calendar, Outlook, Google Drive, Notion, Consensus), and product and engineering trackers (Jira, Linear, Aha!). It reads context out of those systems and writes updates back to them. This index is grouped by intent: what the product does (Product), evidence from customers (Proof), who we are (Company), and a long tail that can be dropped when context is tight (Optional). All URLs are absolute on https://tryopine.com. The product application lives at https://app.tryopine.com and customer documentation at https://docs.tryopine.com. ## Product - [Opine home](https://tryopine.com/): Platform overview — the primary product narrative, customer proof, and entry points for technical sales teams. - [Why Opine](https://tryopine.com/why-opine): The case for Opine, aimed at teams actively evaluating a presales platform. - [Pricing](https://tryopine.com/pricing): Custom pricing by team and scale — a request form rather than published tiers. - [Integrations](https://tryopine.com/integrations): The CRM, call recording, chat, doc, and tracker systems Opine connects to, and where it writes updates back. - [Book a demo](https://tryopine.com/demo): Schedule a conversation with the Opine team about your process and goals. - [Documentation](https://docs.tryopine.com/): Customer-facing product documentation — guides, tutorials, and FAQs. - [Agentic Automation](https://tryopine.com/agentic-automation): Solution category — agents that watch your deals and handle the busywork, so your team stays on the work that closes. - [AI Deal Intelligence](https://tryopine.com/ai-deal-intelligence): Solution category — every deal's context, summarized and ready, so your team and its AI answer with the facts. - [Technical Sales Management](https://tryopine.com/technical-sales-management): Solution category — run every technical deal, POV, and specialist request in one place. - [Leadership Analytics & Reporting](https://tryopine.com/leadership-analytics-reporting): Solution category — see win rates, funnel movement, and team utilization without the spreadsheet work. - [Product Feedback & Gap Intelligence](https://tryopine.com/product-feedback-gap-intelligence): Solution category — capture product requests from deals and tie them to the revenue at stake. - [OpineWorkbench](https://tryopine.com/products/opine-workbench): The presales workspace where solutions engineers plan POVs, track demos, and manage technical wins. - [Ask Opine](https://tryopine.com/products/ask-opine): Deal intelligence you can query in plain language, answered from your own go-to-market data. - [OpineAgents](https://tryopine.com/products/opine-agents): AI revenue agents that run presales playbooks across opportunities, on schedules and events you define. - [OpinePlaybooks](https://tryopine.com/products/opine-playbooks): Turns a team's best presales motions into repeatable, measurable playbooks every rep can run. - [OpineKnowledgeBase](https://tryopine.com/products/opine-knowledge-base): Turns scattered product and deal knowledge into trusted answers grounded in real go-to-market data. - [Opine for SE leaders](https://tryopine.com/solutions/teams/sales-engineering): One workspace to run a presales operation and prove its revenue impact — attachment rate, technical win rate, revenue velocity by stage. - [Opine for RevOps](https://tryopine.com/solutions/teams/revenue-operations): Structured deal intelligence extracted from customer interactions and pushed into the CRM automatically. - [Opine for sales managers](https://tryopine.com/solutions/teams/sales-managers): An AI-generated view of every deal a team is running — what's happening, what's at risk, where coaching matters — without more rep busywork. - [Opine for post-sales](https://tryopine.com/solutions/teams/post-sales): Carries full deal context from presales into onboarding, so the team inherits the relationship rather than just the contract. - [Opine for buyers](https://tryopine.com/solutions/teams/opine-for-buyers): A shared, always-current view of a vendor evaluation for the buying team — what's covered, what's outstanding, what's next. ## Proof - [Case studies](https://tryopine.com/case-studies): Index of customer stories — what technical sales looks like when it runs on Opine, from first demo to closed-won. - [Tailscale](https://tryopine.com/case-studies/tailscale-saves-over-100-hours-with-opine): How Tailscale saves 100+ hours per week by centralizing deal context with Opine. - [Gainsight](https://tryopine.com/case-studies/gainsight-3xed-their-closed-won-with-opine): How Gainsight generates 3x more closed-won dollars per SE hour with Opine. - [Socket](https://tryopine.com/case-studies/socket-increased-poc-by-85-with-opine): How Socket solidified an 85% POC win rate with Opine. - [Orca Security](https://tryopine.com/case-studies/orca): How Orca Security boosted overall win rate by 11% with Opine. - [A leading data security platform](https://tryopine.com/case-studies/leading-security-startup): How one of the fastest-growing data security platforms boosted technical win rate by 20% with Opine — customer anonymized. - [Opine vs. Homerun Presales](https://tryopine.com/compare/opine-vs-homerun-presales): Side-by-side comparison of Opine and Homerun Presales for technical sales teams. - [Opine vs. Salesforce Agentforce](https://tryopine.com/compare/opine-vs-agentforce): Sourced comparison of Opine and Salesforce Agentforce — what each agent reads, grounding, pricing model, and what switching takes. - [Opine vs. building it in-house](https://tryopine.com/compare/build-vs-buy): Build vs. buy for the deal context layer — what building takes, the first year on both plans, and MIT's success-rate data, sourced. ## Company - [About Opine](https://tryopine.com/about-us): The founding story and mission — why Opine exists, who it is built for, and the founding team. - [Careers](https://tryopine.com/careers): Open roles, values, benefits, and how the team works. - [Contact](https://tryopine.com/contact): Reach the Opine team by form or email, Monday to Friday, 9AM–5PM EST. - [Support](https://tryopine.com/support): Customer support and help center for setup, integration, and troubleshooting questions. ## Optional - [Deal Risk Monitoring](https://tryopine.com/agentic-automation/deal-risk-monitoring): Catch stalls, competitor mentions, and quiet champions while there's still time to act. - [Sales Process Enforcement](https://tryopine.com/agentic-automation/sales-process-enforcement): Keep every deal on your methodology without chasing reps for updates. - [CRM Hygiene](https://tryopine.com/agentic-automation/crm-hygiene): Keep your CRM current and complete from the interactions your team already has. - [Automated Qualification](https://tryopine.com/agentic-automation/automated-qualification): Re-qualify every opportunity against your criteria as the deal changes. - [Centralized Deal Context](https://tryopine.com/ai-deal-intelligence/centralized-deal-context): See a deal's status, risks, next steps, and history in one place. - [AI Smart Fields](https://tryopine.com/ai-deal-intelligence/ai-smart-fields): Deal fields that fill themselves from calls and customer interactions, on a schedule you control. - [Meeting Prep & Pre-Call Briefs](https://tryopine.com/ai-deal-intelligence/meeting-prep): Walk into every call already knowing what the customer raised last time. - [Ask Opine (feature detail)](https://tryopine.com/ai-deal-intelligence/ask-opine): Ask questions across deal data in plain language and get answers traceable to the source. - [Dedicated Technical Processes](https://tryopine.com/technical-sales-management/dedicated-technical-processes): Give presales its own workflow instead of bending the sales CRM to fit. - [POV Planning](https://tryopine.com/technical-sales-management/pov-planning): Plan, run, and share proof-of-value work every stakeholder can follow. - [Buyer Portal](https://tryopine.com/technical-sales-management/buyer-portal): One shared space for sellers, technical teams, and buyers to move the deal forward. - [Team Requests & Specialist Routing](https://tryopine.com/technical-sales-management/team-requests-specialist-routing): Route requests to the right specialist and track them through to done. - [Automated Activity Tracking](https://tryopine.com/technical-sales-management/automated-activity-tracking): Capture presales activity automatically, without manual logging. - [Technical Fit Assessments](https://tryopine.com/technical-sales-management/technical-fit-assessments): Score technical fit early so you invest where you can win. - [Win/Loss Reporting](https://tryopine.com/leadership-analytics-reporting/win-loss-reporting): Understand why deals close and why they slip, backed by real deal data. - [Custom Dashboards & Reporting](https://tryopine.com/leadership-analytics-reporting/custom-dashboards-reporting): Build the views your team runs on and share them in a click. - [SE Utilization & Team Activity](https://tryopine.com/leadership-analytics-reporting/se-utilization-team-activity): See how presales time is spent and where the team is stretched. - [AI Insights & Cross-Deal Analysis](https://tryopine.com/leadership-analytics-reporting/ai-insights-cross-deal-analysis): Spot patterns across every deal, not one opportunity at a time. - [Capture & Route Requests](https://tryopine.com/product-feedback-gap-intelligence/capture-route-requests): Turn customer requests into routed, trackable items your product team sees. - [Revenue Impact & Blocker Analysis](https://tryopine.com/product-feedback-gap-intelligence/revenue-impact-blocker-analysis): Show the revenue riding on each product gap and blocker. - [Blog](https://tryopine.com/blog): Full article archive — presales, sales, and post-sales insights, product updates, and company announcements. - [Resources](https://tryopine.com/resources): Index of guides, whitepapers, reports, events, and documentation highlights. - [POV Maturity Assessment](https://tryopine.com/resource/pov-audit): An assessment that benchmarks your proof-of-value process and surfaces gaps in the POC motion. - [AI-First Sales Maturity Assessment](https://tryopine.com/resource/ai-first-sales-assessment): An eighteen-question assessment scoring a revenue team on six dimensions of context readiness, with results on the page. - [The business case for presales automation](https://tryopine.com/resource/the-business-case-for-presales-automation): Whitepaper with ROI models and deal-cycle scorecards for building an executive case for presales automation. - [Unlocking the future of pre-sales: AI strategies for success](https://tryopine.com/resource/unlocking-the-future-of-pre-sales-ai-strategies-for-success): Whitepaper on how AI changes deal visibility, technical workflows, and risk detection in presales. - [DemoFest London 2026](https://tryopine.com/events/demofest-london-2026): Opine at Consensus's DemoFest London buyer enablement conference, October 14 2026 — CEO Akash Ganapathi is on the speaker lineup. - [PreSales + AI Thought Leaders Salon, Boston](https://tryopine.com/events/presales-ai-salon-boston-2026): Olto and Opine host a seated brunch for twenty presales and solutions leaders in Boston's Back Bay, September 17 2026. RSVP by email. - [SolCon 2026](https://tryopine.com/events/solcon-2026): Recap of Opine at the PreSales Collective's SolCon conference, August 26–27 2026 in Chicago. - [Measuring SE impact: the metrics that matter for presales](https://tryopine.com/events/measuring-se-impact-the-metrics-that-matter-for-presales): Recorded event on the metrics SE leaders use to show presales impact. - [Revenue engineering: the new mandate for SE leaders](https://tryopine.com/events/revenue-engineering-the-new-mandate-for-se-leaders): Recorded event on the shift from technical support function to revenue owner. - [The future of hiring solutions engineers](https://tryopine.com/events/the-future-of-hiring-solutions-engineers): Recorded event on how SE hiring and team-building are changing. - [Why we need more women in presales](https://tryopine.com/events/why-we-need-more-women-in-presales): Recorded event on representation and career paths in presales. - [Privacy Policy](https://tryopine.com/privacy): How Opine collects, uses, and protects personal data. - [Cookies Policy](https://tryopine.com/cookies): Cookie categories used on tryopine.com and how consent is handled. - [Terms of Service](https://tryopine.com/terms): The terms governing use of Opine's website and services. ## Blog posts - [Using Jev to improve search quality](https://tryopine.com/blog/jev-as-reranker.md): I ran Jev, TypeSafe’s decision model, as a reranker against Cohere, Voyage, and frontier LLMs on Opine’s search. It outperformed the off-the-shelf rerankers and landed close to GPT-6 Luna. - [The Invisible Work Behind Every Technical Win](https://tryopine.com/blog/the-invisible-work-behind-every-technical-win.md): Your capacity plans and attribution reports read from the record of what your team did, and that record is missing most of the work. Why the gap is worst on your largest deals, and how to size it on your own pipeline. - [We switched from Webflow to Claude and our marketer became our top committer](https://tryopine.com/blog/we-switched-from-webflow-to-claude-our-marketer-became-our-top-committer.md): Austin thought marketing could retool on Claude and Next.js and ship like engineering does. Here’s how we rebuilt a 60+ page Webflow site, taught the team Git, and made a marketer our top committer. - [Opine Appoints Vince Beese as First Chief Revenue Officer to Lead Enterprise Growth](https://tryopine.com/blog/opine-appoints-vince-beese-as-first-chief-revenue-officer-to-lead-enterprise-growth.md): Opine appoints Vince Beese, author of Red Zone Selling, as its first CRO to lead enterprise growth on the back of 5x YoY revenue growth. Learn more. - [The Moat GTM Leaders Ignore](https://tryopine.com/blog/the-moat-gtm-leaders-ignore.md): Most GTM advantages are fragile. Discover the internal and external relationship framework that top revenue leaders use to build a lasting, compounding career moat. - [The Opine Knowledge Base is now an open platform](https://tryopine.com/blog/launching-opine-knowledge-base.md): Stop switching tabs. Learn how Opine’s new open platform and MCP tools bring live, self-correcting product knowledge directly into your team’s workflows. - [Should you build your own agents? Here are some facts you should know before you make the decision](https://tryopine.com/blog/building-vs-buying-sales-agents.md): Building enterprise AI isn’t just about output; it requires a built-in infrastructure for scoring, tracking, and improving agent performance over time. The decision to build feels empowering due to total control, but quickly spirals into a full-time engineering commitment. Buying can feel like giving up control, but it offloads infrastructure overhead to a dedicated partner. - [Introducing Ask Opine: Turn sales pipeline data into action without the spreadsheet cycle](https://tryopine.com/blog/introducing-ask-opine-turn-sales-pipeline-data-into-action.md): Ask Opine is a single SQL surface on top of your Opine data that lets RevOps, sales, and presales teams answer pipeline questions without constant CSV exports and spreadsheets. You can query pipeline, evaluations, accounts, tickets, and activity from the in‑product editor, via MCP‑connected AI clients like Claude or Cursor, or through a public API. An AI assistant, Ask Opine AI, turns plain‑English requests into SQL, so non‑technical users can generate and reuse queries. Teams then schedule exports of these queries to warehouses and tools, powering reports like weekly pipeline snapshots, risk feeds for SE leaders, and forecast models that blend Opine’s deal health signals with CRM and product usage data. - [Why Presales Still Can’t Prove Its Impact (And How to Fix It)](https://tryopine.com/blog/why-presales-still-cant-prove-its-impact-and-how-to-fix-it.md): Presales stays invisible in QBRs because CRM never captures SE work. Here are the four metrics to track and how AI agents make them show up automatically. - [Opine Introduces Opine Bets™](https://tryopine.com/blog/introducing-opine-bets.md): Our April Fools’ Day post for 2026: Opine Bets™, a prediction market for sales deals. It isn’t a real product, and its numbers are part of the joke. - [Opine And Consensus Partner Up](https://tryopine.com/blog/partners-consensus.md): Discover how the Consensus and Opine partnership connects product discovery with technical validation to accelerate POCs and streamline the B2B buying journey. - [Why Most B2B ‘Product-Led’ Buyers Are Still Asking for a Human](https://tryopine.com/blog/why-most-b2b-product-led-buyers-are-still-asking-for-a-human.md): Most product-led growth teams think their UX is the closer. But even high-intent B2B buyers want a human. This article breaks down why enterprise PLG buyers stall, what sales engineers unlock, and how to scale trust-building without sacrificing velocity. - [Opine Raises $5M to Build Unified AI Workspace For Complex B2B Sales](https://tryopine.com/blog/opine-raises-5m-to-build-unified-ai-workspace-for-complex-b2b-sales.md): Opine raises $5M to build the first unified AI-native workspace for complex B2B sales. Learn how we’re transforming technical sales with automation, visibility, and real-time collaboration. - [How presales intelligence becomes the foundation for building buyer trust](https://tryopine.com/blog/how-presales-intelligence-becomes-the-foundation-for-building-buyer-trust.md): Discover how presales intelligence builds buyer trust—using data-driven insights to personalize interactions, anticipate needs, and prove expertise. - [How to Build Buyer Trust While Qualifying Effectively](https://tryopine.com/blog/how-to-build-buyer-trust-while-qualifying-effectively.md): Discover how sales teams can build lasting buyer trust while qualifying deals. See how MEDDPICC, discovery, and success planning turn interactions into partnerships. - [Harnessing AI In Presales: What’s Real And What’s Just Hype](https://tryopine.com/blog/ai-in-presales-whats-real-and-whats-hype.md): Discover the present and future of AI in presales, from contextual data generation to strategic insights, and learn what to realistically expect from AI solutions. - [The ROI of Presales Automation: Why AI is Worth the Investment](https://tryopine.com/blog/the-roi-of-presales-automation-why-ai-is-worth-the-investment.md): Discover why presales automation is the ultimate ROI booster. Learn how it streamlines POCs, cuts costs, shortens deal cycles, and improves win rates. - [AI Project Management In Presales: What You Need To Know](https://tryopine.com/blog/ai-project-management-in-presales-what-you-need-to-know.md): Discover how AI project management transforms presales workflows. Automate tasks, enhance collaboration, and drive strategic success in technical sales engagements. - [Enterprise POC Best Practices: How to Keep Complex Deals on Track](https://tryopine.com/blog/enterprise-poc-best-practices-how-to-keep-complex-deals-on-track.md): In enterprise sales, a Proof of Concept (POC) is the ultimate proving ground. It’s the opportunity for both buyer and seller to validate the solution in real-world scenarios. However, enterprise POCs come with their own set of challenges—multiple stakeholders, shifting priorities, and extensive timelines can derail even the most promising deals. - [How to Improve Technical Win Rates: Strategies for Sales Engineers](https://tryopine.com/blog/how-to-improve-technical-win-rates-strategies-for-sales-engineers.md): In today’s competitive sales environment, a strong technical win rate is crucial for closing deals and driving revenue. A technical win means the buyer’s team has validated your solution as the right fit, but it doesn’t guarantee the deal will close. So how can Sales Engineers (SEs) boost technical win rates and ensure those wins translate into signed contracts? - [May 2025 - Opine Product Update](https://tryopine.com/blog/may-2025-opine-product-update.md): Explore 15 powerful updates in Opine’s May 2025 release—from Success Criteria Metrics and an enhanced Sales Funnel to Slack notifications and a public API. - [Navigating the Shift from Individual Contributor to SE Leader: Your Ultimate Guide](https://tryopine.com/blog/navigating-the-shift-from-individual-contributor-to-se-leader-your-ultimate-guide.md): Discover how to successfully transition from individual contributor to SE leader with practical insights and actionable steps. Learn essential mindset shifts, strategic thinking, and leadership actions to empower your sales engineering team, build your influence, and accelerate your career growth. - [The Future of Solutions Selling](https://tryopine.com/blog/the-future-of-solutions-selling.md): One of the fundamental phases of selling technical solutions is the Proof of Concept (POC), an evaluation process that brings together buyers and sellers for a series of tests to validate potential solutions. However, what often starts off as a simple process can quickly unravel into a web of complexity and confusion. - [The Hidden Cost of SE Chaos and Why Every Deal Should Have a Playbook](https://tryopine.com/blog/the-hidden-cost-of-se-chaos-and-why-every-deal-should-have-a-playbook.md): Learn how top Sales Engineering teams are scaling technical evaluations, accelerating AE-SE collaboration, and turning chaotic deal execution into repeatable success with structured playbooks, live visibility, and an AI-powered presales enablement platform built for how complex B2B deals actually run. - [The Hidden Retention Killer: Broken Presales to Post-Sales Handoffs](https://tryopine.com/blog/the-hidden-retention-killer-broken-presales-to-post-sales-handoffs.md): Discover how broken presales-to-post-sales handoffs are quietly killing B2B retention. Learn why trust erosion, delayed onboarding, and early churn are costing millions and how to fix it. - [Why Your CRM Wasn’t Built for Presales—And What to Use Instead](https://tryopine.com/blog/why-your-crm-wasnt-built-for-presales-and-what-to-use-instead.md): Discover why standalone CRMs fall short for presales teams and how Opine revolutionizes POC management with AI-driven workflows, seamless collaboration, and actionable insights. Learn how to turn presales into your competitive advantage.