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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
40%
Microservices Architecture Services
5%
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
30%
Productivity AI Agents
20%
Business Intelligence AI Agents
15%
Coding & Development AI Agents
10%
Data Analysis AI Agents
10%
Sales & Lead Generation AI Agents
10%
Finance 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
30%
Consumer products & services
15%
Manufacturing
15%
eCommerce
15%
Financial services
10%
Medical
10%
Education
5%
Clients
Midmarket ($10M - $1B)
55%
Small Business (<$10M)
25%
Enterprise (>$1B)
20%
Certified in:
AI Agents Custom Software Development

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 ranges from $50,000 to over $350,000, depending on project scope. Clients appreciate their cost-effectiveness, timely delivery, and high-quality work, often citing strong communication and responsiveness. Overall, they provide good value for money, aligning with client budgets and needs.

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

  • Strong Problem-Solving Skills

    Spiral Scout is praised for their ability to identify and resolve issues effectively. Their problem-solving skills are evident in their ability to deliver functional and reliable software solutions.

  • High-Quality Technical Expertise

    The company is recognized for its technical prowess, particularly in areas like web development, mobile app development, and system architecture. Clients appreciate their ability to handle complex technical challenges effectively.

  • Proactive in Offering Recommendations

    Spiral Scout takes a proactive approach by offering strategic recommendations that enhance project outcomes. Clients value their insights and ability to suggest improvements that align with business goals.

  • Occasional Communication Gaps

    While generally praised for communication, a few clients noted instances where updates were less frequent than desired. Spiral Scout has addressed these concerns by implementing more regular progress reports.

  • Attention to Detail

    Clients frequently mention Spiral Scout's meticulous attention to detail. This quality ensures that projects meet high standards of quality and functionality, contributing to the overall success of the solutions they deliver.

  • Flexible and Adaptable to Client Needs

    Spiral Scout is noted for their flexibility, adjusting to client requirements and budgets. They are willing to accommodate changes and provide scalable solutions that align with evolving business objectives.

Spiral Scout Reviews

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Services
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Industry
Location

Strategic QA Partnership with Digital Marketing Agency

  • Application Testing
  • $10,000 to $49,999
  • Jan. 2018 - Ongoing
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0

“The fact that they have two international offices in different time zones allows them to be available almost 24/7.”

Mar 26, 2019
CEO, IM Action
Lyudmila Kiseleva
Verified
  • Advertising & marketing
  • Minsk, Belarus
  • 11-50 Employees
  • Online Review
  • Verified

Spiral QA (part of Spiral Scout) provides web and mobile app testing for third-party clients. The team assesses software, identifying any technical issues and fixing bugs. They also recommend technical changes where necessary.

App Dev for Solar Energy System Company

  • Mobile App Development
  • $10,000 to $49,999
  • Jan. 2018 - Ongoing
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0

"Spiral Scout works diligently to transform our concepts into high-quality finished designs."

Oct 19, 2018
CEO, Solar Energy System Company
Anonymous
Verified
  • Energy & natural resources
  • Somerville, Massachusetts
  • 1-10 Employees
  • Online Review
  • Verified

Spiral Scout designed and developed a mobile application to interface with Bluetooth devices and provide stats on the health and performance of solar energy systems.

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
  • UX Strategy
  • $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
  • Other app platform
  • 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
  • Other app platform
  • $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.

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

Premier Verified means Clutch independently confirmed Spiral Scout is a legally registered business,
financially sound (Creditsafe: Low Risk), and backed by 52 verified client reviews averaging 4.9 stars.

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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