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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

  • High-Quality Deliverables

    Clients report high satisfaction with the quality of Spiral Scout's deliverables. The team's work is consistently described as reliable, well-executed, and aligned with client expectations.

  • Proficient in Custom Software Solutions

    Spiral Scout excels in developing custom software solutions across various industries, including e-commerce, education, and healthcare. Clients commend their ability to understand complex requirements and deliver tailored solutions that meet specific business needs.

  • 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.

  • 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.

  • Responsive and Available

    Spiral Scout is praised for their responsiveness and availability. Clients appreciate their quick communication and willingness to accommodate client needs, even across different time zones.

  • 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.

Spiral Scout Reviews

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Industry
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Custom Web Dev for Education Company

  • Custom Software Development Web Development
  • Less than $10,000
  • Feb. - Mar. 2026
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0

"Spiral Scout exceeded our expectations on every front."

Feb 25, 2026
Employee, Education Company
Anonymous
Verified
  • Education
  • San Francisco, California
  • 1-10 Employees
  • Online Review
  • Verified

Spiral Scout has developed a WordPress website for an education company. The team has created custom pages and add-ons and provided the client with a management tutorial.

AI Consulting for AI Software Company

  • AI Agents AI Consulting Architectural Design
  • Confidential
  • Jan. - Dec. 2024
4.5
Quality
5.0
Schedule
5.0
Cost
4.0
Willing to Refer
4.5

"Their knowledge and experience on temporal.io were really great."

May 14, 2025
Senior Engineering Manager, Gorgias
Romain Niveau
Verified
  • eCommerce
  • San Francisco, California
  • 201-500 Employees
  • Online Review
  • Verified

Spiral Scout conducted four workshop days for an AI software company. These workshops aimed to help the client validate their understanding of the temporal.io framework.

Dashboard Dev for Health Products Company

  • API Development Custom Software Development UX/UI Design
  • $10,000 to $49,999
  • Aug. 2023 - Feb. 2024
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0

"Working with them was very easy and quick."

Apr 23, 2024
Chief Medical Officer, hey freya
Dr. Thara Vayali, ND
Verified
  • Other industries
  • Portland, Maine
  • 1-10 Employees
  • Online Review
  • Verified

Spiral Scout built an administrative dashboard for a health products company. The product needed to integrate information from Shopify, Vendor Labs, and other third-party apps bidirectionally.

IT Staff Augmentation for Software Company

  • IT Staff Augmentation
  • Confidential
  • Oct. 2023 - Ongoing
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0

"The strengths of working with Spiral Scout lie in their transparent communication and their alignment with our work processes right from the outset."

Apr 23, 2024
VP Engineering & Technology, Software Company
Anonymous
Verified
  • Other industries
  • Manhattan, New York
  • 1-10 Employees
  • Online Review
  • Verified

Spiral Scout provides DevOps and front- and backend development support for a software company. Throughout their partnership, the team has provided the client with 7–10 developers, depending on the project.

Custom Software Development for Software Development Co

  • Custom Software Development Microservices Architecture Services Other Application Development
  • Angular
    +9
  • Confidential
  • Jan. 2020 - Ongoing
5.0
Quality
4.5
Schedule
5.0
Cost
4.5
Willing to Refer
5.0

"What stands out about Spiral Scout is their expert knowledge."

Apr 18, 2024
VP of Strategy & Transformation, Appspace
Rahil Aly Jivani
Verified
  • Other industries
  • Dallas, Texas
  • 201-500 Employees
  • Online Review
  • Verified

A software development company has hired Spiral Scout for custom software development services. The team has been responsible for establishing testing protocols and deploying individual microservices. 

Interactive Application Development for Creative Consultancy

  • Custom Software Development Web Development
  • Confidential
  • Oct. - Nov. 2023
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0

"What stood out most about this company was their on-the-fly problem-solving skills."

Apr 9, 2024
Co-Founder, Creative Consultancy
Anonymous
Verified
  • Other industries
  • New York City, New York
  • 1-10 Employees
  • Online Review
  • Verified

A creative consultancy hired Spiral Scout to build an interactive app for an event. The app enabled an activation where users spoke into a Qualcomm phone, triggering a Stable Diffusion visual on a vertical TV.

White-Label Web Development Services for Branding Firm

  • API Development Custom Software Development Web Development
  • Confidential
  • Jan. 2023 - Ongoing
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0

"The leadership team's approach, professionalism, and knowledge are impressive."

Apr 9, 2024
Founder, Dakotomy
Dexter Dake
Verified
  • Advertising & marketing
  • New York City, New York
  • 11-50 Employees
  • Online Review
  • Verified

Spiral Scout is a branding firm's white-label development team. The team is tasked with building websites, including front- and backend development, maintaining cybersecurity, and managing projects end to end.

Shopify App Development for Digital Marketplace

  • E-Commerce Development
  • $10,000 to $49,999
  • Aug. - Oct. 2022
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0

"I believe they finished everything up a few weeks early even."

Dec 7, 2022
CEO, Dibz
Brock Jones
Verified
  • Retail
  • Chicago, Illinois
  • 1-10 Employees
  • Online Review
  • Verified

Spiral Scout developed a Shopify app for a digital marketplace Node.js and PostgreSQL. The team conducted an audit to identify code issues, recommended solutions, and created new features. 

UI/UX Design & Software Dev for Spatial Intelligence Company

  • Custom Software Development UX/UI Design Web Development
  • $50,000 to $199,999
  • Jan. 2020 - Ongoing
4.0
Quality
4.0
Schedule
3.5
Cost
4.5
Willing to Refer
4.5

“They make me feel supported no matter what.”

Nov 15, 2022
Director, Roundhouse One
Archana Ramachandran
Verified
  • Other industries
  • San Francisco, California
  • 11-50 Employees
  • Phone Interview
  • Verified

Spiral Scout is a spatial intelligence company’s software development and UI/UX design team. They’ve built tools from scratch and refactored existing features using AWS, JavaScript, HTML, Node.js, and Python.

Product Redesign for Software Development Company

  • Advertising Branding Other Design
  • Less than $10,000
  • October 2022
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0

"The designers were professional, creative, thorough, and quick with their work."

Nov 4, 2022
COO, Software Development Company
Anonymous
Verified
  • Other industries
  • Los Angeles, California
  • 11-50 Employees
  • Online Review
  • Verified

Spiral Scout was tasked with redesigning a software development company's modernized product. The client needed support to meet their end client's deadlines.

Showing 1-11 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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