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.
We don't just build prototypes that sit in PowerPoint. We deploy agent systems companies trust in production with the operational rigor, error handling, auditability, and observability real businesses require. Our engineers embed directly into your workflow, act like owners (not consultants), and ship working systems your team can run independently.
Our clients reviews have shown how we have reduced manual tasks by thousands of hours with intelligent agents, modernized aging systems under tight funding deadlines, cut dashboard load times from 2+ minutes to under 3 seconds and supported companies through acquisitions, funding rounds, and full replatforms without breaking existing operations.
If you're looking for a partner that thinks in outcomes, moves fast without cutting corners, and builds AI systems that work in production, not just demos, that's us. We are the proud global winner for AI Agents at Clutch in 2025 and a recognized AI agent expert by Clutch industry veterens in 2026.
Spiral Scout offers competitive pricing, with project costs ranging from $50,000 to over $350,000 depending on client needs. Clients frequently highlight their value for cost, efficient project management, and responsiveness, making them a reliable partner for various software development projects.
Clients appreciate Spiral Scout’s flexibility in adapting to changing project requirements and their willingness to accommodate client needs. This adaptability, combined with their proactive problem-solving approach, enhances their service delivery.
Collaborative and Client-Centric Approach
Clients describe Spiral Scout as a collaborative partner that acts as an extension of their team. Their client-centric approach, characterized by understanding client goals and aligning their efforts accordingly, fosters successful partnerships.
Commitment to Quality and Detail
Spiral Scout consistently delivers high-quality work, with clients appreciating their attention to detail and dedication to achieving the best outcomes. Their thoroughness and commitment to excellence are frequently highlighted as key strengths.
Positive Feedback for Design and UX Capabilities
Spiral Scout is recognized for their design and UX capabilities, delivering aesthetically pleasing and user-friendly interfaces. Clients appreciated their ability to enhance user experiences and align designs with business objectives.
Room for Improvement in Communication
While generally praised for their communication, a few clients noted instances where communication could be improved, particularly in providing regular updates without prompting. Addressing these minor lapses could enhance client satisfaction.
Proven Expertise in Custom Software Development
Spiral Scout has demonstrated strong capabilities in developing custom software solutions across various industries. Clients appreciated their ability to understand complex requirements, provide tailored solutions, and deliver functional, innovative products that meet specific business needs.
"Project management was strong, the developer was punctual and diligent in recording what their status was..."
Dec 30, 2019
Director of Engineering, Advertising Agency
Anonymous
Verified
Advertising & marketing
San Francisco, California
11-50 Employees
Online Review
Verified
Spiral Scout provided a WordPress developer to augment an advertising agency's team.
Spiral Scout successfully developed several complex features on-time and within budget. Project management was effective.
The client submitted this review online.
BACKGROUND
Please describe your company and your position there.
Digital advertising agency, Director of Engineering
OPPORTUNITY / CHALLENGE
For what projects/services did your company hire Spiral Scout?
Additional developers for ongoing project
What were your goals for this project?
Augment our in house development team, help complete several new projects / maintain existing site
SOLUTION
How did you select this vendor?
Prior recommendation
Describe the project and the services they provided in detail.
SpiralScout provided a Wordpress developer to help augment our team. He was a great asset to our team, with good technical knowledge and strong communication skills.
What was the team composition?
The team was composed of 4 developers.
RESULTS & FEEDBACK
Can you share any information that demonstrates the impact that this project has had on your business?
The developer provided by SpiralScout was able to turn around several complex features on time and budget.
How was project management arranged and how effective was it?
Project management was strong, the developer was punctual and diligent in recording what their status was throughout projects.
What did you find most impressive about this company?
Very easy to work with - we had a great experience.
Are there any areas for improvement?
None
RATINGS
5.0
Quality
5.0
Service & Deliverables
Schedule
5.0
On time / deadlines
Cost
5.0
Value / within estimates
Willing to Refer
5.0
NPS
UX/UI Design for Mobile Apps
UX/UI Design
$10,000 to $49,999
Jan. - May 2018
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0
"First tech company I've worked with that met quotes and deadlines."
Feb 12, 2018
Product Owner, Local Marketing Platform
Anonymous
Verified
Advertising & marketing
Fort Worth, Texas
11-50 Employees
Online Review
Verified
Spiral Scout designed a UI/UX for a mobile app.
The designs were delivered on time and fulfilled all requirements. Spiral Scout managed the project effectively and followed through on their commitments.
The client submitted this review online.
BACKGROUND
Please describe your company and your position there.
I'm the product owner of a Local Marketing platform that gives back to the community
OPPORTUNITY / CHALLENGE
For what projects/services did your company hire Spiral Scout?
Improve UI/UX for mobile designs
SOLUTION
How did you select this vendor?
Referral
Describe the project in detail.
Improve UI/UX for mobile designs
What was the team composition?
Internal team working on backend development in coordination with Spiral Scout to Improve UI/UX for mobile designs
RESULTS & FEEDBACK
Can you share any outcomes from the project that demonstrate progress or success?
Mobile app designs completed on time and with precision.
How effective was the workflow between your team and theirs?
Very effective
What did you find most impressive about this company?
First tech company I've worked with that met quotes and deadlines. These guys are men of their words and provide quality work.
Are there any areas for improvement?
Not at this time
RATINGS
5.0
Quality
5.0
Service & Deliverables
Schedule
5.0
On time / deadlines
Cost
5.0
Value / within estimates
Willing to Refer
5.0
NPS
Development Capacity Augmentation for Online Platform
Custom Software Development
$10,000 to $49,999
July - Dec. 2017
4.0
Quality
4.0
Schedule
4.5
Cost
5.0
Willing to Refer
4.0
"It seemed like they really cared about our project as much as we did."
Feb 7, 2018
CTO, Internet Platform
Anonymous
Verified
Business services
San Francisco, California
1-10 Employees
Online Review
Verified
Spiral Scout plugged an app development gap by building and QAing a React app on a condensed timeline.
Spiral Scout’s interest in the success of the project was primordial in getting the work completed on time in only two months. Their frontend and QA skills are outstanding, however, coming to the project with properly defined user stories is highly recommended for getting things right.
The client submitted this review online.
BACKGROUND
Please describe your company and your position there.
I’m the CTO of an information marketplace that helps companies extend their outreach and assists students in acquiring more data about companies that normally don't recruit at their campus.
OPPORTUNITY / CHALLENGE
For what projects/services did your company hire Spiral Scout?
We hired them because our project timeline needed to be accelerated in order to reach our launch date.
What were your goals for this project?
We wanted to reach our due date by filling in the gaps we had in development through the use of a contractor.
SOLUTION
How did you select this vendor?
They were recommended by our investors.
Describe the project in detail.
They developed a React application.
What was the team composition?
There were two full-time team members involved, one of whom was a technical lead.
RESULTS & FEEDBACK
What outcomes or results can you share that demonstrate progress and/or success?
Spiral Scout did a good job of helping us with frontend development and QA testing. They sped up our project timeline after only working with us for two months. We would definitely recommend them for frontend work.
How effective was the project management?
They get a four out of five in this regard.
What did you find most impressive about this company?
It seemed like they really cared about our project as much as we did.
What tips or recommendations do you have?
They are a stacked shop that offers quality assurance, frontend development, and other business-related services. If you need help with any of that, then I’d definitely recommend them. Do deliver fully-fledged user stories, though, because we wasted time revisiting certain aspects of the project when a story left a bit of room for interpretation.
RATINGS
4.0
Quality
4.0
Service & Deliverables
"They do great frontend work. They stick to the script but they could use a bit of finesse when a story leaves a bit of room for interpretation."
Schedule
4.5
On time / deadlines
"Their scheduling was solid. We did have a communication issue in December but that was mostly due to the holidays."
Cost
5.0
Value / within estimates
"They offer a good value for the money."
Willing to Refer
4.0
NPS
"If you need frontend work, then they’re definitely an option.
Corporate Website Development for Home-Tech Co.
Web Development
$10,000 to $49,999
May - Sep. 2017
5.0
Quality
5.0
Schedule
4.5
Cost
5.0
Willing to Refer
5.0
"I was very pleased with the engagement overall."
Nov 6, 2017
Owner, Casa Integration LLC
Dean Clough
Verified
Other industries
San Francisco, California
1-10 Employees
Online Review
Verified
Spiral Scout collaboratively assisted with the development of a corporate website and questionnaire, creating a static interface with complicated database processing.
The new platform met all technical and UX/UI objectives, thanks in part to Spiral Scout’s strong programming and design skills. The team’s seamless integration and user-friendly deliverables met expectations.
The client submitted this review online.
BACKGROUND
Please describe your company and your position there.
I'm the founder and owner of Casa Integration, a curated design, engineering, and instructional online tool for defining and implementing technology in a new home.
OPPORTUNITY / CHALLENGE
For what reason(s) did your company hire Spiral Scout?
They assisted with the development of our website and the key questionnaire component.
What were your goals for this project?
We were focused on getting a strong MVP [minimum viable product], but we also wanted a great-looking site and, most importantly, a functional and user-friendly questionnaire.
SOLUTION
How did you select this vendor?
I did a lot of networking and also placed a bid on Thumbtack, where I found Spiral Scout.
Describe the project in detail.
The site consists of a fairly simple and static interface but also a relatively complex questionnaire, which includes underlying database processing.
What was the team composition?
Spiral Scout and I worked alongside a database programmer supplied by an investor in my business.
RESULTS & FEEDBACK
Can you share any outcomes from the project that demonstrate progress or success?
I could not be happier with the work performed by John [Co-Founder & CEO, Spiral Scout], JD [Co-Founder & CTO, Spiral Scout], and their whole team.
How effective was the workflow between your team and theirs?
The process was excellent, but their development team is in Belarus, so some inherent inefficiencies are caused by the time difference.
What did you find most impressive about this company?
They offer solid UX/UI work and also have impressive programming skills.
Are there any areas for improvement?
Not really, I was very pleased with the engagement overall.
RATINGS
5.0
Quality
5.0
Service & Deliverables
Schedule
4.5
On time / deadlines
Cost
5.0
Value / within estimates
"They're a great value."
Willing to Refer
5.0
NPS
"I have no hesitation in recommending them.
Showing 51-54 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. 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
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