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AI Implementation and Agentic Workflow Development

Spiral Scout builds AI agent systems and production workflow automation for companies that need more than proof-of-concepts. We're a San Francisco-based team of 120+ engineers specializing in AI implementation, Temporal-based orchestration, and legacy system modernization. We're a certified Temporal Solution Provider and the creators of Wippy.ai, an intelligent runtime for production-ready agent systems. 612+ projects delivered since 2010.

We build AI agents that eliminate manual workflows at scale, intelligent automation systems with production-level controls, complex workflow orchestration using Temporal, and legacy platform replacements/refactors that don't disrupt operations.

  • Min project size
    $10,000+
  • Hourly rate
    $50 - $99 / hr
  • Employees
    50 - 249
  • Locations
    San Francisco, CA
  • Year founded
    Founded 2010
  • Languages
  • Timezones

Overview by:

Reviewer avatar
John W. Griffin

4 Languages that we service

  • English
  • Russian
  • German
  • Polish

8 Timezones that we service

BET
Brazil Eastern Time (BET)
CET
Central European Time (CET)
EST
Eastern Standard Time (EST)
EET
Eastern European Time (EET)
GMT
Greenwich Mean Time (GMT)
MST
Mountain Standard Time (MST)
PST
Pacific Standard Time (PST)
UTC
Universal Coordinated Time (UTC)

2 Locations

  • San Francisco , CA
  • Warszawa , Poland

Service Lines
AI Agents
35%
Microservices Architecture Services
10%
Select Focus Area
Application Platforms
Amazon Application Development Framework
70%
Azure Platform
15%
Linux server
5%
AI Agent Development Focus
AI Agent Frameworks
65%
AI Agent Platforms & Builders
30%
Voice AI Agents
5%
AI Agent Purpose Focus
Workflow AI Agents
25%
Productivity AI Agents
20%
Business Intelligence AI Agents
10%
Coding & Development AI Agents
10%
Content Creation AI Agents
10%
Marketing AI Agents
10%
Sales & Lead Generation AI Agents
10%
Data Analysis AI Agents
5%
AI Platform Integration Focus
Salesforce AI Integration
75%
Google Workspace AI Integration
20%
Hubspot AI Integration
5%
AI Technologies & Models
Open AI GPT-3
45%
Anthropic
35%
Facebook OPT
10%
Stable Diffusion
10%
E-commerce Systems
Microservices Focus
Microservices Development
35%
Microservices Consulting
20%
Microservices Migration
20%
Microservices Integration
15%
Microservices Testing
10%
Programming & Scripting
PHP
25%
Go
10%
Python
5%
Ruby
5%
Typescript
5%
Industries
Business services
25%
Consumer products & services
25%
eCommerce
25%
Education
15%
Medical
10%
Clients
Midmarket ($10M - $1B)
55%
Small Business (<$10M)
25%
Enterprise (>$1B)
20%

Pricing Snapshot

Min. project size $10,000+
Avg. hourly rate $50 - $99 /hr
Rating for cost 4.8 /5

What Clients Have Said

Spiral Scout's pricing varies by project, with engagements ranging from $50,000 to over $350,000. Clients appreciate their value for cost, efficiency, and transparency, often noting timely delivery and responsiveness. Overall, they are perceived as a cost-effective choice for high-quality development services.

This summary is based on verified Clutch reviews.

Most Common Project Size

$10,000 - $49,999 based on 38 reviews
< $10,000 $10,000 - $49,999 $50,000 - $199,999 > $200,000

Select a service to see pricing information

Spiral Scout Review Insights

Overall Review Rating

4.9
  • Quality 4.9
  • Schedule 4.8
  • Cost 4.8
  • Willing to Refer 4.9

Top Mentions

Review Highlights

  • Areas for Communication Improvement

    While generally praised for communication, a few clients noted instances where communication could be improved, such as providing more regular updates without prompting. Spiral Scout has shown responsiveness to such feedback, improving communication as needed.

  • Strong Technical Expertise

    Spiral Scout is recognized for their strong technical expertise, particularly in areas like mobile app development, web development, and system integration. Clients appreciate their knowledge of various technologies and their ability to tackle complex technical challenges.

  • Attention to Client Needs

    Spiral Scout is commended for their attention to client needs, offering personalized solutions and ensuring that projects align with client goals. Their ability to take client feedback into account and make necessary adjustments is highly valued.

  • Collaborative Team Approach

    Clients value Spiral Scout's collaborative approach, noting that the team is highly engaged and acts as an extension of the client's team. This collaborative spirit fosters trust and results in successful project outcomes.

  • Strong Client Relationships

    Spiral Scout builds strong, long-term relationships with clients, who often return for additional projects. Their commitment to client satisfaction and project success is evident in the positive feedback and repeat business.

  • Efficient Problem Solving

    Clients highlight Spiral Scout's ability to efficiently solve complex problems and provide innovative solutions. Their proactive approach to addressing challenges is a key strength that clients appreciate.

Spiral Scout Reviews

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Services
Project Cost
Industry
Location

Web and Mobile App Dev for Fundraising Startup

  • Mobile App Development
  • $50,000 to $199,999
  • Jan. 2014 - Jan. 2016
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0

“I was blown away by their ability to tackle every challenge”

Oct 10, 2018
Senior Employee, Fundraising App
Anonymous
Verified
  • Other industries
  • San Francisco, California
  • 1-10 Employees
  • Online Review
  • Verified

Spiral Scout developed a website and iOS app. They provided front- and backend development services and implemented user interactivity features.

UI/UX Design for Online Merchant Marketplace

  • UX/UI Design
  • $50,000 to $199,999
  • Jan. 2018 - Ongoing
5.0
Quality
5.0
Schedule
4.5
Cost
4.0
Willing to Refer
5.0

“Their attention to detail was a helpful asset in optimizing their high-quality designs for the end user.”

Sep 28, 2018
Product Lead, Online Merchant Marketplace
Anonymous
Verified
  • Other industries
  • Fort Worth, Texas
  • 11-50 Employees
  • Phone Interview
  • Verified

Spiral Scout designed a UX optimized UI for an e-commerce site and accompanying Android and iOS apps. They also published a document that includes the platforms’ technical specifications.

Web Development for Dog Training Provider

  • Custom Software Development
  • $10,000 to $49,999
  • Jan. 2014 - Ongoing
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0

“Spiral Scout took the time to understand our individual needs and goals.”

May 31, 2018
CEO & Co-Founder, Wagfield
Joelle Rauh
Verified
  • Education
  • San Francisco, California
  • 1-10 Employees
  • Online Review
  • Verified

Spiral Scout provided web development services to share content more efficiently and simplify the user experience. The team implemented an intuitive CMS to facilitate admin work.

Web Redesign for Financial Services Firm

  • Web Design
  • Less than $10,000
  • Feb. - June 2017
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0

“John and his team over deliver, pay close attention to detail, listen more than speak and care more than expected.”

May 23, 2018
Partner, Blue Oak Capital, LLC
Matthew Kenaston
Verified
  • Financial services
  • Menlo Park, California
  • 1-10 Employees
  • Online Review
  • Verified

Spiral Scout redesigned a website they'd built to make it and its content more mobile-friendly.

Marketing Games for Publication Sales Team

  • Mobile App Development
  • Mobile Game Development
  • Less than $10,000
  • Feb. - Apr. 2018
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0

"They were great to work with and we plan to use them again."

Apr 19, 2018
Marketing Manager, The Business Journals
Katie Kissel
Verified
  • Media
  • Charlotte, North Carolina
  • 501-1,000 Employees
  • Online Review
  • Verified

Spiral Scout created a series of annual games over a four-year period to boost marketing and sales. They hosted the games locally for PC, Mac, and iPad. Services included design, development, and packaging.

Website Development for Startup Cookware Brand

  • Web Development
  • $10,000 to $49,999
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0

"Spiral Scout really keeps their promises regarding the project’s scope and speed."

Nov 16, 2017
CEO, Made In Cookware
Bradford Malt
Verified
  • Retail
  • Boston, Massachusetts
  • 1-10 Employees
  • Online Review
  • Verified

Spiral Scout developed an e-commerce platform based on existing UI/UX designs, delivering a fully functional website in less than a month. They continue to manage updates and support.

Outsourced Software Dev for Demo Automation Platform

  • Custom Software Development
  • Confidential
  • July 2017 - Ongoing
5.0
Quality
5.0
Schedule
4.0
Cost
5.0
Willing to Refer
5.0

"We've kept the same team size, while reducing costs by about a fifth of what our previous local full-time team had been operating at."

Nov 9, 2017
VP of Operations, Consens.us
Geoff Beckstrom
Verified
  • Business services
  • Provo, Utah
  • 11-50 Employees
  • Phone Interview
  • Verified

Spiral Scout took over the entire development process of a demo automation platform, making improvements to their current platform built to meet the needs of enterprise-level clients, while reducing overall costs.

Web Development for Photography Company

  • Web Development
  • $50,000 to $199,999
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0

"They find the best solution for the problem instead of just finding the easiest way to solve the problem."

Nov 29, 2016
Owner, Drew Altizer Photography
Drew Altizer
Verified
  • Arts, entertainment & music
  • San Francisco, California
  • 1-10 Employees
  • Phone Interview
  • Verified

Spiral Scout built a new website for a magazine photographer that included an internal asset manager, a distribution system for clients and the media, and e-commerce functionality for purchases.

Development Projects for Education Publishing Company

  • Web Development
  • $200,000 to $999,999
  • Jan. 2012 - Ongoing
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0

"They don’t build something and disappear. They take a lot of pride in what they do."

Nov 28, 2016
Director, Education Publisher
Will Reycraft
Verified
  • Other industries
  • New York City, New York
  • 51-200 Employees
  • Phone Interview
  • Verified

Spiral Scout provides developers for everyday maintenance and improvements of an educational tech platform. They have worked on multiple small and large scale projects over the past four years.

Web Dev for Indian Wedding Company

  • Web Development
  • $50,000 to $199,999
  • Jan. 2013 - Ongoing
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0

"They’re really intelligent. They’re very efficient."

Nov 8, 2016
Owner, Indian Wedding Website
Anonymous
Verified
  • Media
  • San Francisco, California
  • 11-50 Employees
  • Phone Interview
  • Verified

Spiral Scout overhauled the client's existing website and created a custom CMS that more effectively displays content and auto distributes it to social media.

Showing 31-40 of 54 Reviews

Our Story

Founded in San Francisco in 2010, Spiral Scout grew from a product studio into a production-focused AI engineering firm. 120+ engineers, 600+ projects shipped, and 16 years of building systems that run in production. We created Wippy.ai, built and maintain RoadRunner, and hold a Temporal Solution Provider certification. You own everything we build. Zero vendor lock-in. Named Clutch Global Winner for AI Agents, 2025.

Meet the Team

John W. Griffin

John W. GriffinCEO

What Sets Us Apart

We Build the AI Systems We Sell to You

We're not consultants theorizing about AI agents. We're the creators of Wippy.ai, a production runtime for intelligent automation. That product work forces us to solve real problems: workflow orchestration, error handling, observability, scalability.

Engineers Who Think Like Owners, Not Vendors

Our team doesn't sit on tickets waiting for direction. We anticipate bottlenecks, challenge assumptions, and solve problems before they become emergencies. Every engineer we assign thinks like the outcome is theirs to deliver because that's how we operate. No hand-holding. No surprises. Just results

Certified Temporal Partner for AI Agents

We're one of the few certified Temporal Solution Providers globally, specializing in workflow orchestration for AI agent systems. While others build chatbot demos, we deploy production-grade automation with error handling, human-in-the-loop controls, and audit trails. Global Winner AI Agents in 2025

Clutch verification provides an additional layer of data to help you make the right purchasing decision of business services.

Learn More
Verified Client Reviews
52
Overall Review Rating
4.9
Source
Clutch
Last Updated
June 10, 2026

Business Entity

Business Entity Name Spiral Scout LLC
Source California Secretary of State
Jurisdiction of Formation Delaware
Date of Formation June 1, 2011
Status Active
Last Updated March 20, 2022
ID 202124210341

Credit Report Results

International Credit Risk Assessment Low Risk
Source Creditsafe
Last Updated March 20, 2022
Learn More About The Clutch Verification Process

Locations (2)

460 31ST AVE. San FranciscoCA, United States 94121

6 - 9

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