What Spiral Scout does

Spiral Scout is a San Francisco-based AI implementation agency and software development firm founded in 2009 (operating 16+ years), with a secondary office in Charlotte, NC. The company builds production AI agent systems for enterprises and domain-expert founders, anchored by its proprietary open-core Wippy multi-agent framework and the official Temporal PHP SDK authored by co-founder Anton "JD" Titov. Service lines span AI agent automation, expertise/rules engine digitization, AI readiness audits, Temporal workflow consulting, custom software and legacy modernization, Shopify/e-commerce development, and technical co-founder engagements. Customers include Qualcomm, Temporal, Appspace, Zoom, Gorgias, Made In Cookware, Consensus, and Project Fortress, spanning technology, legal SaaS, healthcare, and consumer goods. Revenue is generated through outcome-priced project engagements (pilots from $12K, audits from $25K, multi-year builds from $25K), subscription-based dedicated teams ($8K+/month), and tiered AI readiness assessments (free, $500, $2,500). The go-to-market is founder-led direct sales, with CEO John Griffin personally taking the first call on every prospect. The firm is privately held with no disclosed external funding, 120-150+ employees, and operates under legal entity Spiral Scout LLC in California.

Name

Spiral Scout

Legal name

Spiral Scout LLC

Website

https://spiralscout.com

Company type

Private

Founded year

2009

Operating status

Operating

Headcount range

101–250 employees

Short description

Spiral Scout is a San Francisco-based AI implementation agency that builds production AI agent systems for enterprises and domain-expert founders using its proprietary Wippy multi-agent framework and Temporal workflow expertise.

Ownership category

akta.pro rank

Product category

AI Implementation Services

NAICS

Computer Systems Design and Related Services (54151), Management Consulting Services (54161)

SIC

Services-Computer Programming Services (7371), Services-Computer Integrated Systems Design (7373), Services-Management Consulting Services (8742)

akta.pro primary industry

Model Monitoring, Drift & Behavioral Anomaly Detection (HDAAAKAF)

akta.pro secondary industries

Quantum Consulting & Strategy Advisory (HDAGALAC), Foundation Model Developers (LLM/Multimodal Model Labs) (HDAAACAA)

Keywords

• AI agent development
• Workflow orchestration services
• Custom software development
• E-commerce development services
• AI implementation consulting

Headquarters

HQ city

San Francisco

HQ country

United States

HQ region

North America

Offices2 records

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales

Revenue model

1. Professional Services - Project Engagements: Outcome-driven project engagements including Phase Zero architecture sprints, workflow audits, and full software builds. Fixed-scope projects with transparent pricing tied to deliverables.
2. Dedicated Teams / Staff Augmentation: Embedded engineering pods aligned with client roadmaps, including developers, QA, and project management. Monthly retainer model starting at $8K/month with predictable costs.
3. AI Readiness Audit Services: Tiered audit offerings: Free assessment, Lite Audit ($500), and Scout Audit ($2,500) with credit toward build engagement.
4. Temporal Consulting Partnership: Official Temporal consulting partner providing expert consultancy, pair programming, and custom solutions development around Temporal Cloud.

Pricing tiers

Go-to-market motion3 records

Distribution channels3 records

Marketing channels6 records

Core offering

Spiral Scout is a full-service AI implementation agency that designs, builds, and deploys production-grade agent systems using its proprietary Wippy framework. The firm also delivers custom software development, e-commerce and Shopify engineering, Temporal workflow consulting, and dedicated engineering teams to enterprise and growth-stage clients. As the author of the Temporal PHP SDK and an official Temporal consulting partner, Spiral Scout packages deep platform expertise into fixed-scope pilots, discovery engagements, and long-running team extensions.

Product overview

Spiral Scout is a technology consultancy specializing in AI agent development and production systems. Their portfolio consists of two core proprietary products integrated with a comprehensive service offering. The primary products are Wippy (their proprietary AI multi-agent orchestration framework) and the Temporal PHP SDK (which they authored as official Temporal contributors). These are complemented by consulting and implementation services including AI Agent Automation, AI Readiness Audits, AI Strategy & Architecture, Expertise Automation & Rules Engines, Temporal Consulting, Custom Software Development, Legacy System Modernization, Shopify/E-commerce Development, and Technical Co-Founder Services. The Wippy framework serves as the runtime layer for their AI agent solutions, while the Temporal PHP SDK provides the durable workflow orchestration foundation. Their service model focuses on installing systems that clients can own and operate, emphasizing long-term ownership over vendor dependency.

Differentiator

Problem solved

Functional benefit

Products and services

• Wippy AI Agent Framework Proprietary runtime and development framework used by Spiral Scout and its clients to design, orchestrate, and operate AI agents across production systems. Sells as a managed capability delivered through Spiral Scout's implementation engagements.
• Temporal PHP SDK Open-source software development kit authored by Spiral Scout that enables PHP developers to use Temporal for durable workflow orchestration. Ships as a standalone product under Spiral Scout's engineering brand and underpins its Temporal consulting practice.
• AI Agent Automation End-to-end service that designs, develops, and deploys AI agent systems that automate business workflows for enterprise and growth-stage organizations. Delivered as a project engagement leveraging Spiral Scout's Wippy framework.
• AI Readiness Audit Diagnostic engagement that evaluates an organization's data, processes, and infrastructure for AI readiness and produces a prioritized roadmap for automation. Sold as a fixed-scope consulting deliverable.
• AI Strategy & Architecture Advisory engagement that defines AI architecture, tooling, and integration strategy for organizations adopting agentic AI. Sold as a fixed-scope consulting service.
• Expertise Automation & Rules Engines Service that encodes expert decision-making into automated rules engines and AI-driven workflows for organizations with complex domain logic. Sold as a project engagement.
• Temporal Consulting & Workflow Orchestration Specialized consulting practice delivering Temporal-based workflow orchestration solutions, including architecture design, implementation, and production support. Targets engineering teams adopting Temporal for durable execution.
• Custom Software Development Full-cycle custom software engineering covering web, mobile, and backend systems for startups, scale-ups, and enterprises. Delivered via project-based engagements and dedicated teams.
• Legacy System Modernization Service that re-architects and rebuilds aging software estates using modern stacks, with an emphasis on PHP and Temporal-based migrations. Sold as a project engagement.
• Shopify Development Shopify and Shopify Plus engineering services including theme development, app integration, store builds, and platform migrations. Targeted at direct-to-consumer and retail brands.
• E-commerce Development End-to-end e-commerce engineering across platforms including custom storefronts, headless commerce, payment integrations, and conversion optimization. Sold as a project engagement or dedicated team.
• Technical Co-Founder Services Service that places Spiral Scout architects as acting technical co-founders to lead product, architecture, and engineering for early-stage ventures. Sold as a long-running managed engagement.
• Product Discovery & Technical Roadmapping Fixed-scope discovery engagement that produces validated product requirements, technical architecture, and a delivery roadmap prior to build. Sold as a standalone consulting deliverable.
• Dedicated Development Teams Managed service that embeds Spiral Scout engineers, architects, and project managers into client teams on a monthly retainer. Sold as an ongoing subscription-style engagement.
• Pilot Projects Short, fixed-scope engagement that delivers a defined proof-of-value deliverable, typically two weeks, to validate a larger engagement. Sold as a low-commitment entry offering.

Quantifiable outcome

• Cut workflow dev time by 40% with Temporal PHP SDK
• +11 more outcomes

Named customers20 records

Segments5 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration7 records

AI capability11 records

Feature5 records

Partnerships

Two partnerships are on record, tiered core.

• TemporalcoreStrategic or Co-development Partner · 1 January 2024Spiral Scout developed a PHP SDK for Temporal and became an official Temporal consulting partner in 2024. The partnership enables Spiral Scout to offer services including expert consultancy, pair programming, and custom solutions development around Temporal Cloud. Co-founder Anton 'JD' Titov authored the Temporal PHP SDK. Spiral Scout is also an official Certified Cloud Partner.
• Spiral FrameworkcoreTechnology or IntegrationSpiral is the PHP open-source framework company that Spiral Scout builds on. Part of the broader Spiral Scout ecosystem of open-source tools including RoadRunner and Cycle ORM.

Scale indicators8 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Single Grain: Digital agency combining growth marketing with AI-driven implementation services for SaaS and e-commerce brands. Comparable to Spiral Scout's Shopify and AI agent work for brands like Made In and Gorgias, with similar founder-led boutique positioning.
• thoughtbot: Boutique US software consultancy offering custom development, product design, and AI/ML implementation for startups and enterprises. Comparable to Spiral Scout in size, founder-led culture, senior-engineer delivery model, and emphasis on production-grade systems rather than staff augmentation.
• Itransition: Custom software development and AI/ML implementation vendor serving enterprise and mid-market clients globally. Comparable in custom AI, workflow automation, and e-commerce development services, though with a different geographic and pricing model.
• LeewayHertz: AI development agency building generative AI, agent, and workflow solutions for enterprises. Directly comparable to Spiral Scout's AI agent automation and expertise engine services with similar engagement sizes and target customers.
• ScienceSoft: IT services firm with dedicated AI/ML and generative AI practices delivering custom software and data solutions for mid-market and enterprise clients. Comparable services mix to Spiral Scout, with broader geographic delivery.

Broad incumbents

• West Monroe Partners: US-based management and technology consultancy with practices in AI, data, and custom software delivery. Comparable in mid-market enterprise focus and outcome-based engagements, though broader in industry coverage.
• Genpact: Global professional services firm delivering digital transformation, AI, and workflow automation for large enterprises. Comparable in targeting Fortune 500 process automation and AI-led modernization, with a much larger global delivery footprint.
• Slalom: Mid-size US consulting firm with a dedicated AI/ML and data practice serving enterprise clients. Comparable to Spiral Scout in targeting outcome-driven transformation engagements, but with much broader geographic reach and a wider services portfolio.
• Globant: Global digital transformation and AI services firm with deep AI Studio offerings for enterprise agent and generative AI deployments. Comparable to Spiral Scout in AI implementation focus but at vastly larger scale with global delivery.

Emerging players

• Tribe AI: AI-native consultancy connecting enterprises with vetted ML engineers to deliver production AI systems. Comparable to Spiral Scout in production-AI focus and senior-engineer delivery model, though more network/marketplace-driven than Spiral Scout's in-house team.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights6 records

Customer concentration

• Xx.com/spiralscout
• GitHubgithub.com/spiral
• Facebookfacebook.com/SpiralScout
• LinkedInlinkedin.com/company/spiral-scout

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Spiral Scout