--- title: "AI & Automation" date: 2024-11-18 author: "admin admin" featured_image: "https://stage.spiralscout.com/wp-content/uploads/2024/12/About-project-3.jpg" --- # AI & Automation ![](https://stage.spiralscout.com/wp-content/uploads/2026/06/BG-for-mob_upd1_05_06_2026-581x1024.png.jpg "BG-for-mob_upd1_05_06_2026-581×1024.png") ![](https://stage.spiralscout.com/wp-content/uploads/2026/06/AI-services.jpg "AI services") [All SOLUTIONS](/services) # Unsure where to use AI in Your Business? At Spiral Scout, we don’t sell tools or people. We install systems that do work inside your business. We help implement AI solutions to match your unique challenges, automating the repetitive, strengthening decision-making, and unlocking your team without being dependent on us. We’ve seen firsthand how AI can become a seamless part of our clients’ business, driving revenue growth and going into new markets. [GET IN CONTACT ](#contact-us-form) [pricing](#outcomes-pricing-block) TRUSTED TO BUILD SYSTEMS FOR: Trusted TO BUILD SYSTEMS FOR: [ ![Qualcomm Logo](https://stage.spiralscout.com/wp-content/uploads/2025/12/logo-qualcomm-white.svg) ![Qualcomm Logo](https://stage.spiralscout.com/wp-content/uploads/2025/12/logo-qualcomm-colored.svg) AI ](https://stage.spiralscout.com/case/interactive-ai-experience-for-a-leading-tech-summit) [ ![Found Logo](https://stage.spiralscout.com/wp-content/uploads/2025/12/logo-found-white-1.svg) ![Found Logo](https://stage.spiralscout.com/wp-content/uploads/2025/12/logo-found-color.svg) Mobile App ](https://stage.spiralscout.com/case/mobile-app-development-for-healthcare-startup) [ ![Temporal Logo](https://stage.spiralscout.com/wp-content/uploads/2025/12/logo-temporal-white.svg) ![Temporal logo](https://stage.spiralscout.com/wp-content/uploads/2025/12/temporal-logo-dark.svg) Workflows ](https://stage.spiralscout.com/case/temporal-php-sdk-for-microservice-platform) [ ![Project Fortress Logo](https://stage.spiralscout.com/wp-content/uploads/2025/12/project-fortress-white.svg) ![Project Fortress Logo](https://stage.spiralscout.com/wp-content/uploads/2025/12/project-fortress-black.svg) AI ](https://stage.spiralscout.com/case/salesforce-ai-integration-for-law-saas-fortress) [ ![Appspace Logo](https://stage.spiralscout.com/wp-content/uploads/2025/12/logo-appspace-white.svg) ![Appspace Logo](https://stage.spiralscout.com/wp-content/uploads/2025/12/logo-appspace-colored.svg) SaaS ](https://stage.spiralscout.com/case/appspace-b2b-software-development-case-study) [ ![zoom logo](https://stage.spiralscout.com/wp-content/uploads/2024/09/3-1.svg "zoom logo") ![zoom logo](https://stage.spiralscout.com/wp-content/uploads/2024/09/3-2.svg "zoom logo") SaaS ](https://stage.spiralscout.com/case/custom-wordpress-design-and-development-zoom) [ ![Made In Logo](https://stage.spiralscout.com/wp-content/uploads/2025/12/made-in-logo-white-3.svg) ![Made In Logo](https://stage.spiralscout.com/wp-content/uploads/2025/12/made-in-logo-colored-2.svg) E-commerce ](https://stage.spiralscout.com/case/shopify-website-development-an-outstanding-ecommerce-experience) Solutions [Solutions](#pricing) [Process](#process) [Pricing](#outcomes-pricing-block) [Benefits](#benefits-cards) [Case Study](#success-stories) [FAQ](#questions) ## Delivering Results, Solving Challenges Spiral Scout’s AI services are designed to address your most pressing business challenges from inefficiencies to scaling hurdles by crafting intelligent solutions that drive measurable outcomes. ![AI](https://stage.spiralscout.com/wp-content/uploads/2024/12/AI-Agent-Default.svg "AI Agent Default") ![AI](https://stage.spiralscout.com/wp-content/uploads/2024/12/AI-Agent-Hover.svg "AI Agent Hover") ### AI Readiness Audit Gain clarity with a short, structured review of your workflows to create a clear AI pilot plan. Our audits serve as a launchpad, helping you seamlessly transition into a full AI implementation. We’ll map workflows that block speed and revenue and identify repetitive tasks ready for automation. [LEARN MORE](https://stage.spiralscout.com/services/ai-implementation/ai-readiness-audit) ![Ai](https://stage.spiralscout.com/wp-content/uploads/2024/12/AI-Consulting-Default.svg "AI Consulting Default") ![Ai](https://stage.spiralscout.com/wp-content/uploads/2024/12/AI-Consulting-Hover.svg "AI Consulting Hover") ### AI Strategy & Implementation Whether you’re looking to gain data-driven insights or deploy advanced AI-driven solutions, we provide a clear strategy tailored to your goals. From proof-of-concept to full-scale development, our experts ensure AI is seamlessly integrated into your business to create lasting value. [LEARN MORE](/services/ai-implementation/ai-consulting-and-software-development) ![AI](https://stage.spiralscout.com/wp-content/uploads/2024/12/AI-Agent-Default.svg "AI Agent Default") ![AI](https://stage.spiralscout.com/wp-content/uploads/2024/12/AI-Agent-Hover.svg "AI Agent Hover") ### AI Agent Automation Redefine efficiency with intelligent AI agents built just for your unique challenges. From automating repetitive tasks within different business units to solving complex coding challenges for engineers, we built an AI operating system to deploy custom AI agents that transform how you work and deliver improvements all over your business. [LEARN MORE](/services/ai-implementation/ai-agent-automation) ![Ai](https://stage.spiralscout.com/wp-content/uploads/2024/12/AI-Consulting-Default.svg "AI Consulting Default") ![Ai](https://stage.spiralscout.com/wp-content/uploads/2024/12/AI-Consulting-Hover.svg "AI Consulting Hover") ### Temporal Orchestration We help engineering teams integrate the OpenAI Agents SDK with Temporal, delivering durable, scalable agent workflows ready for real-world use. From PoC to production, we accelerate your launch with proven architecture, runtime tooling, and deep Temporal expertise. [LEARN MORE](https://stage.spiralscout.com/services/ai-implementation/temporal-consulting-development) ![AI](https://stage.spiralscout.com/wp-content/uploads/2024/12/AI-Agent-Default.svg "AI Agent Default") ![AI](https://stage.spiralscout.com/wp-content/uploads/2024/12/AI-Agent-Hover.svg "AI Agent Hover") ### Expertise Automation & Rules Engines Digitize your senior staff’s tribal knowledge into deterministic rules engines. We build production-grade AI systems that safely automate your most complex, expert-dependent business decisions. [LEARN MORE](https://stage.spiralscout.com/services/ai-implementation/expertise-automation) ## our process ### Assess & Define Your AI Strategy We start by diving deep into your business goals and pain points. Together, we identify practical use cases for AI that align with your objectives. By understanding your challenges and opportunities, we craft a personalized AI strategy designed to deliver measurable impact while respecting your budget. ### Integrate & Develop AI Solutions Our AI team can integrate AI technologies and Agents into your existing systems, creating tailored Agents to automate workflows, strengthen your decision-making, and optimize your day to day. Whether it’s building new AI for your end users or deploying a fleet of Agents, we ensure results and maximum effectiveness. ### Optimize & Scale Implementation is just the beginning. We provide ongoing monitoring and optimization to ensure your AI solutions continue delivering value. As your business grows, we help scale your AI capabilities, future-proofing your technology to keep you ahead of the competition. [Schedule a Call](https://meetings.hubspot.com/john-griffin3) ## Outcome-Driven Packages, Built for Growth Choose the model that matches your goals – fast pilots, flexible pods, or full end-to-end builds. Each comes with transparent pricing, clear deliverables, and tangible results you can measure. ### Pilot Projects Starting at $12k Get a working outcome in 2–6 weeks. We scope, build, and deliver a functional pilot (like a quoting agent, QA automation, RFP response, GTM accelerator, or workflow automation tool) so you see results fast and can scale with confidence. - Low risk, fast results - Best for business and non-technical folks - Prove value without risk, then expand [GET STARTED](#contact-us-form) ### Dedicated Teams Starting at $8K/month An embedded engineer or pod aligned with your roadmap. Includes devs, QA, and project management, with direct access to Spiral Scout’s AI expertise. Scale up or down as priorities shift. - Pod = flexible embedded team - Best for Heads of Engineering - Predictable monthly pod, aligned to your stack [GET STARTED](#contact-us-form) ### Full Software Builds Starting at $25K From architecture to deployment, we own the entire build. Ideal for modernizing legacy systems, launching new products, or embedding AI at scale. Comes with delivery guarantees and long-term support options. - Project = end-to-end ownership - Best for Product Leaders - We take it off your plate end-to-end [GET STARTED](#contact-us-form) ## The Founder Takes the First Call Every engagement starts with John Griffin, Spiral Scout Co-Founder, not a sales rep. He has seen most of these problems before and will tell you what is worth building and what is not, before anyone touches a line of code. [see availability ](https://meetings.hubspot.com/john-griffin3) ![John Griffin](https://stage.spiralscout.com/wp-content/uploads/2026/03/Airbrush-OBJECT-REMOVER-1774723423106-1-1.jpg "John Griffin") ## Why Choose an AI-First Strategy? Adopting an AI-first approach to a new or legacy business unlocks it’s full potential by combining the expertise of top-tier AI professionals from Spiral Scout with cutting-edge AI technologies you can benefit from. We help you decide where AI can have an impact and build custom solutions into your workflows, enabling faster decision-making, smarter processes, and scalable solutions that drive long-term results. ### Fast Onboarding Quickly integrate experienced AI specialists into your team. Our professionals adapt to your processes and deliver results immediately, identifying AI opportunities to accelerate your business goals. ### Scalable Solutions Easily adjust your team size or project scope as your needs evolve. Whether building AI-powered applications or integrating advanced tools, we provide flexible solutions that grow with your business. ### Cross-Functional AI Teams Access a diverse team of experts from developers and data scientists to project managers, who collaborate to design, implement, and optimize AI solutions tailored to your unique challenges. ### Rapid Time-to-Value Skip the lengthy hiring process and gain immediate access to experienced AI engineers. We expedite your project timelines and get the right talent on your team for faster delivery of impactful AI solutions. ### Proven Expertise Leverage the skills of senior engineers and AI specialists with years of experience delivering custom, scalable solutions. Our team ensures your AI initiatives drive measurable impact, on time and within budget. ### Cost-Effective Results Optimize your investment with a pay-as-you-go model that eliminates full-time overhead costs. Gain access to top AI talent without compromising quality or efficiency. ## Real Success, Real Stories Where cutting-edge technologies and strategies turn innovation into digital excellence. Discover how our customized AI-based products and services drive growth and transform businesses across industries. - ![Proxa preview](https://stage.spiralscout.com/wp-content/uploads/2026/04/proxa-preview.png "Proxa preview") ![proxa-logo-w-text](https://stage.spiralscout.com/wp-content/uploads/2026/04/proxa-logo-w-text.svg "proxa-logo-w-text")### Agent-Driven AI Data Hub with Grounded Executive Reporting Grounded AI retrieval, generative reporting, and conversational search for an executive data hub. Trusted answers. Stack owned by their team. AI Agents, Agentic Retrieval, Generative UI [Link](https://stage.spiralscout.com/case/agent-driven-ai-data-hub-proxa) - ![preview](https://stage.spiralscout.com/wp-content/uploads/2026/04/preview-2.png "preview") ### Temporal Workflow Architecture Consulting for Enterprise Data Services Architecture consulting for a visual workflow editor built on Temporal, enabling cross-department automation at enterprise scale. Workflow Orchestration, Temporal, Visual Workflow Editor [Link](https://stage.spiralscout.com/case/temporal-workflow-architecture-consulting-enterprise) - ![Preview](https://stage.spiralscout.com/wp-content/uploads/2026/03/Preview-1.png) ### Market Discovery & System Framing for an AI-Driven Investor Relations Platform Established the architectural and market foundation for an AI-native earnings call product. AI-Assisted Workflows, Discovery, Investor Relations, Capital Markets [Link](https://stage.spiralscout.com/case/ai-investor-relations-market-discovery) - ![Preview](https://stage.spiralscout.com/wp-content/uploads/2026/03/Preview-3.png) ### Conversational CRM Agent Orchestration for Salesforce-Native SaaS Shipped a resilient multi-agent architecture that turns complex Salesforce CRM data into a conversational interface for sales teams. AI Agent Automation, Workflow Orchestration, Salesforce Integration [Link](https://stage.spiralscout.com/case/conversational-crm-agent-salesforce) - ![Staq](https://stage.spiralscout.com/wp-content/uploads/2024/08/Staq.jpg) ![Staq logo](https://stage.spiralscout.com/wp-content/uploads/2024/08/Staq_idQ95uE_5__0.svg)### Agentic Workflow Orchestration for Autonomous Banking Infrastructure Architected a Temporal-backed agentic runtime for a fintech platform shipping autonomous financial workflows to regulated markets. AI Agents, Temporal Orchestration, Fintech/Banking [Link](https://stage.spiralscout.com/case/agentic-workflow-orchestration-autonomous-banking) - ![Car Advise Preview](https://stage.spiralscout.com/wp-content/uploads/2026/03/Car-Advise-Preview.png) ![CA Logo](https://stage.spiralscout.com/wp-content/uploads/2026/03/CA-Logo-Fearless-Orange.svg)### Designing Agentic Control Systems for Data Integrity & Financial Readiness Engineered a configuration system replacing tribal knowledge with enforced rules, deployed to distributors without IT drag. AI Agents, Data Governance, Workflow Orchestration [Link](https://stage.spiralscout.com/case/agentic-control-system-design-automotive-marketplace) [Read Success Stories](https://stage.spiralscout.com/case) - ![Project Fortress logo](https://stage.spiralscout.com/wp-content/uploads/2025/01/IMG_3912.jpeg "Project Fortress logo") ### We’re really impressed with Wippy.ai. Chris Chung **Project Fortress,** Chief Product Officer - ![Temporal PHP SDK](https://stage.spiralscout.com/wp-content/uploads/2024/12/temporal-logo-dark.svg "Temporal logo") ### Very rare to find such a motivated and dedicated technical team. They took an incredibly broad task and delivered a high-quality result with zero experience in our domain. ![Ryland Goldstein](https://stage.spiralscout.com/wp-content/uploads/2024/11/Ryland-Goldstein.jpeg "Ryland Goldstein") Ryland Goldstein **Temporal,** Head of Product - ![Trustr](https://stage.spiralscout.com/wp-content/uploads/2024/11/TRUSTR-logo.jpg "Trustr") ### Spiral Scout did a great job of translating business goals into development requirements and building exactly what I needed. ![Bill Cummings](https://stage.spiralscout.com/wp-content/uploads/2024/11/TrusrtR.jpg "Bill Cummings") Bill Cummings **TRUSTR,** CEO - ![zoom logo](https://stage.spiralscout.com/wp-content/uploads/2024/09/3-2.svg "zoom logo") ### Spiral Scout truly cares about the end results. ![Matt Torman](https://stage.spiralscout.com/wp-content/uploads/2024/12/Matt-Torman.jpg "Matt Torman") Matt Torman **Zoom,** Content Marketing Manager - ![Folk Devils](https://stage.spiralscout.com/wp-content/uploads/2024/11/IMG_3991.png "Folk Devils") ### What stood out most about this company was their on-the-fly problem-solving skills and their ability to collaborate seamlessly with our efforts. Avi Cohen **Folk Devils,** Partner ## OUR AWARDS - ![Temporal badge](https://stage.spiralscout.com/wp-content/uploads/2024/01/Certified-Cloud-Partner-Badge.svg "Certified Cloud-Partner-Badge") - ![Top Clutch Ai Agents Company 2025 Award](https://stage.spiralscout.com/wp-content/uploads/2024/09/Top-Clutch-Ai-Agents-Company-2025-Award.png) - ![Clutch 1000 2025 badge](https://stage.spiralscout.com/wp-content/uploads/2024/03/Clutch-1000-2025-badge-1-1-1-1-1.png) - ![San Francisco Business Times awards 2022](https://stage.spiralscout.com/wp-content/uploads/2024/09/2.svg "San Francisco Business Times awards 2022") - ![Top Clutch Robotics Company San Francisco 2025](https://stage.spiralscout.com/wp-content/uploads/2024/09/Top-Clutch-Robotics-Company-San-Francisco-2025.png) - ![new york design awards better future winner 2022](https://stage.spiralscout.com/wp-content/uploads/2024/09/5-1.svg "new york design awards better future winner 2022") - ![forbes 2020 Agency Council](https://stage.spiralscout.com/wp-content/uploads/2024/09/3.svg "forbes 2020 Agency Council") - ![Top Clutch E-commerce Developers San Francisco 2025](https://stage.spiralscout.com/wp-content/uploads/2024/09/Top-Clutch-E-commerce-Developers-San-Francisco-2025.png) ## Quick facts ## 15+ Years on the market ## 150+ Company Size ## 460+ Projects completed ## 98% Client Satisfaction ## Ready to transform your business with AI? WHAT’S NEXT 1 Meet the founders 2 Tell us your goals 3 Receive a proposal 4 Project kickoff ![John Griffin](https://stage.spiralscout.com/wp-content/uploads/2026/04/John.png "John Griffin")### John Griffin Co-Founder, CEO ![Anton JD Titov](https://stage.spiralscout.com/wp-content/uploads/2026/04/Anton-2.png "Anton JD Titov")### Anton “JD” Titov Co-Founder, CTO *“Anton is an exceptional technologist. I would feel comfortable having him work on any technical challenge.”* – Ryland Goldstein, Head of Product, Temporal ![people working break](https://stage.spiralscout.com/wp-content/uploads/2024/09/people-working-break-1.png "people working break") ## Your questions, answered What does AI implementation entail, and why is it essential for modern businesses?AI implementation involves the strategic integration of artificial intelligence technologies into your organization’s systems, processes, or products to solve complex challenges, automate tasks, and unlock new opportunities. By embracing AI, businesses can: - **Optimize operations** by reducing manual tasks and improving accuracy. - **Enhance customer experience** through personalized solutions powered by AI insights. - **Drive innovation** by implementing predictive models and advanced data analytics. How does Spiral Scout tailor AI implementation services to unique business needs?Our approach every project with a client-first mindset, ensuring the AI solution is not only functional but also strategic. - We begin with an in-depth consultation to understand your challenges, workflows, and opportunities. From there, we develop a robust AI business strategy tailored to your goals. - Our team designs and builds AI-based solutions that align with your existing infrastructure, ensuring seamless integration without disrupting operations. - We prioritize rigorous testing to validate that the AI systems perform effectively in real-world scenarios and continuously optimize for long-term success. What makes Spiral Scout the ideal partner for AI implementation?Spiral Scout stands out due to: - A team is well-versed in modern AI technologies and software development practices. - Every solution is designed from the ground up to suit your business. - We work closely with your team to ensure the AI solution integrates seamlessly and delivers value. - Beyond implementation, we provide ongoing monitoring, training, and support to maximize ROI. How does Spiral Scout ensure AI solutions are scalable and future-proof?We prioritize building AI-based solutions that evolve with your business. Through modular design and cutting-edge practices, we create systems that can: - Scale to accommodate growing data and user demands. - Integrate with emerging technologies as your needs evolve. - Adapt to regulatory changes and industry standards. What steps should I take to start AI implementation with Spiral Scout?Getting started is simple: - **Contact us**: schedule a consultation to discuss your business goals and challenges. - **Assessment:** our team will assess your readiness for AI, including data availability and infrastructure. - **Roadmap creation**: we’ll design a detailed plan outlining the AI technologies and steps needed for successful implementation. - **Execution and monitoring**: from development to deployment, we’ll ensure the solution meets your expectations and delivers value.