--- title: Human Intelligence at the Core | Expert-Led Automation by Shirofune description: Optimize your advertising efforts with Shirofune's AI-driven platform that mimics professional ad managers, enhancing efficiency and maximizing cost effectiveness. image: https://shirofune.io/hubfs/39890648/images/global/shirofune-og.png --- ![](https://shirofune.io/hubfs/images/pages/Limited%20Data%20Learning.webp) # Human Intelligence at the Core An algorithm designed to replicate the actions of a professional ad manager [ Get a demo ](https://shirofune.io/request-a-demo?hsLang=en) ![](https://shirofune.io/hubfs/images/pages/Limited%20Data%20Learning.webp) ### Systematize Know-How That Produces Results Shirofune was designed to operate like a human account manager, covering a huge number of patterns that can reproduce the thinking of a professional digital marketer. That's why even inexperienced people can easily manage accounts while developing a stronger skillset. ![Produces Results](https://shirofune.io/hubfs/images/pages/Produces%20Results.webp) ### Auto-bidding/budgeting Automatically adjust daily budgets, target CPA/ROAS, and more to optimize results within your budget. We've meticulously replicated the strategies of professional ad managers for 20,000+ hours, ensuring precise budget management and maximizing outcomes. Say goodbye to the hassle of monitoring spend pacing and constantly tracking performance to allocate budgets. ![Auto-bidding](https://shirofune.io/hubfs/images/pages/Auto-bidding.webp) ### Smart Recommendations The Shirofune platform conducts daily data analysis and autonomously suggests actions, emulating the expertise of professional ad managers. These actions involve eliminating non-converting keywords and minimizing unnecessary costs to enhance efficiency. What sets our proposals apart from typical advertising platforms is our focus not on increasing ad budgets, but on maximizing cost efficiency by suggesting exclusions and pauses for targeted deliveries. Therefore, the benefits derived from these proposals are specifically tailored for you. You can confidently approve our suggestions without any doubt, knowing that the proposed actions are designed to optimize your advertising expenditure. ![Recommendations](https://shirofune.io/hubfs/images/pages/Recommendations.webp) ### Get Notified With Changes in Trends Stay up-to-date with real-time notifications regarding changes in campaign performance and alerts for any ad stop errors, all accessible through the dashboard. ### Constantly analyze and explain changes in results We continuously analyze historical data, make comparisons, automatically identify underlying causes, and provide comprehensive explanations in plain, natural language to keep you informed. Unlike AI approaches such as LLM, we faithfully replicate the actual ad manager's analysis process. This results in content that is highly convincing and reliable, grounded in real facts. Moreover, our outputs remain consistent in similar situations, ensuring high reproducibility. This consistency dramatically improves the efficiency of your analytical tasks. ![analyze and explain](https://shirofune.io/hubfs/images/pages/analyze%20and%20explain.webp) ### Human Artificial Intelligence Shirofune combines the efficiency of a state-of-the-art AI with a human-like approach to account optimization. We are the perfect extension to your in-house team so that your marketing team can focus on strategy rather than repetitive tasks. ![Human Artificial Intelligence](https://shirofune.io/hubfs/images/pages/Human%20Artificial%20Intelligence.webp) ## Take Advantage of Your Lifetime ROAS Shirofune will constantly monitor your data to understand the long term performance of each of your advertising channels. Our proprietary data attribution system allows advertisers to invest in what generates the most revenue over time rather than on short term ROAS. ![lifetime_roas_img_pc](https://shirofune.io/hubfs/images/pages/lifetime_roas_img_pc.webp) ![lifetime_roas_img_sp](https://shirofune.io/hubfs/images/pages/lifetime_roas_img_sp.webp) ## Customer Stories We share the best case studies from real customers who have accompanied Shirofune [![Case Study: Direct Agents | Cut Ad Ops Time by 63% & Boosted MQLs by 75% with Shirofune](https://shirofune.io/hubfs/images/blogs/news/img-direct-agents.png) [Cost Efficiency & ROI](https://shirofune.io/case-studies/tag/cost-efficiency-roi?hsLang=en) [Time & Workflow Efficiency](https://shirofune.io/case-studies/tag/time-workflow-efficiency?hsLang=en) [United States](https://shirofune.io/case-studies/tag/united-states?hsLang=en) [Agency](https://shirofune.io/case-studies/tag/agency?hsLang=en) Case Study: Direct Agents | Cut Ad Ops Time by 63% & Boosted MQLs by 75% with Shirofune Reduced Monthly Time 63% Increased MQLs 75% ](https://shirofune.io/case-studies/direct-agents?hsLang=en) [![Case Study: Carrot-Top | Boosted ROAS & Reduced CPA by 40% with AI-Powered Automation](https://shirofune.io/hubfs/images/blogs/news/img-carrot-top.png) [Cost Efficiency & ROI](https://shirofune.io/case-studies/tag/cost-efficiency-roi?hsLang=en) [Budget Tracking & Performance Visibility](https://shirofune.io/case-studies/tag/budget-tracking-performance-visibility?hsLang=en) [United States](https://shirofune.io/case-studies/tag/united-states?hsLang=en) [Advertiser](https://shirofune.io/case-studies/tag/advertiser?hsLang=en) Case Study: Carrot-Top | Boosted ROAS & Reduced CPA by 40% with AI-Powered Automation Reduced CPA 40% ](https://shirofune.io/case-studies/carrot-top?hsLang=en) [ View more](https://shirofune.io/case-studies?hsLang=en) ## Frequently asked questions Find answers to commonly asked questions about our platform. Whether you're just getting started or looking to optimize, this section provides the clarity you need. How does Shirofune's Human Intelligence replicate the thinking of professionals? Shirofune automates the day-to-day optimization and ad operations typically performed by professionals through an incredibly complex, rule-based logic. This logic was developed over more than 20,000 hours of work to systematically close the gap between professional decisions and algorithmic behavior. What aspects are autonomously optimized? Budget allocation per campaign, target CPA/ROAS, bid amounts, and bid adjustment ratios based on performance by time of day or day of week are automatically optimized according to the goals set by the user. How does Shirofune keep up with the latest ad platform features and operational trends? Shirofune updates its algorithms almost daily based on regular performance monitoring, updates from advertising platforms, and customer inquiries or requests. This ensures it remains compatible with the latest industry developments. Does Shirofune compete with automated platform solutions like P-MAX or Smart Bidding? No, it doesn’t. Shirofune automates the actions of professionals who leverage platform automation like P-MAX or Smart Bidding. It works to maximize their effectiveness rather than compete with them. #### Ready to streamline your ad operations? Reach out — we’d love to hear from you. [Contact Us ](https://shirofune.io/contact?hsLang=en) Let our team help you get started with confidence. [Request a Demo ](https://shirofune.io/request-a-demo?hsLang=en)