Speedscale
Speedscale provides a Kubernetes-native traffic capture and replay platform that validates AI-generated code against real production traffic before merge, serving platform engineering and DevOps teams at enterprise customers including Sephora, IHG, and Amadeus.
- Company typePrivate
- Founded2022
- HeadquartersAtlanta, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Speedscale does
Speedscale, Inc. is an Atlanta-based, venture-backed software company that operates a cloud platform for capturing production API traffic from Kubernetes, ECS, desktop, and agent surfaces and replaying that traffic against code changes to validate behavior before merge. The platform combines a traffic capture and inspection layer (including an eBPF collector for encrypted microservice traffic), a portable traffic data layer for reuse across CI pipelines and sandboxes, a service virtualization engine that mocks databases, message brokers, and third-party APIs, and a load testing engine that runs pod-based distributed tests. The company monetizes via a SOC2 Type II-certified SaaS subscription (monthly and annual billing with usage-based overages), supplemented by a free Proxymock desktop CLI that funnels developers into the cloud product, and a free 30-day cloud trial with no credit card required. In March 2025 the platform was repositioned as "Observability for AI delivery," adding Model Context Protocol-native integrations with Claude Code, Cursor, and Codex that feed live production context into AI coding agent workflows and generate PR-ready behavioral evidence for AI-authored pull requests.
The company's go-to-market is a hybrid product-led and direct enterprise motion: self-serve onboarding for individual developers and SMBs via Proxymock and the free trial, paired with personalized demos and custom enterprise contracts for larger platform engineering and DevOps teams. Distribution channels include direct signup at app.speedscale.com, CI/CD platform integrations (CircleCI, GitHub Actions, GitLab CI, Jenkins, Azure DevOps, Google Cloud Deploy with Skaffold), and listings in the Datadog and New Relic partner marketplaces. Named enterprise customers span eCommerce (Sephora, Vistaprint/Cimpress, IPSY, Zenni Optical), travel and hospitality (IHG Hotels & Resorts, FLYR, Amadeus), and quick commerce (Zepto). The company was co-founded by Ken Ahrens (CEO), Matthew LeRay (CTO), and Nate Lee (VP of Sales), has raised approximately $9–15 million in disclosed funding across rounds including a January 2023 Pre-Seed/Seed led by Grotech Ventures, and reports a headcount in the 1–10 range as of the most recent available snapshot — a figure that likely understates actual staffing given the breadth of enterprise accounts.
Speedscale firmographics
Firmographics- Name
- Speedscale
- Legal name
- Speedscale, Inc.
- Website
- https://speedscale.com
- Company type
- Private
- Founded year
- 2022
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Speedscale provides a Kubernetes-native traffic capture and replay platform that validates AI-generated code against real production traffic before merge, serving platform engineering and DevOps teams at enterprise customers including Sephora, IHG, and Amadeus.
- Ownership category
- akta.pro rank
Speedscale industry classification
Industry- Product category
- Cloud-native API testing and observability
- NAICS
- Software Publishers (513210), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- Cloud-Native/Kubernetes Observability (HDABAJAF)
- akta.pro secondary industry
- Distributed Tracing (HDABAJAD)
Keywords
Where Speedscale is headquartered
LocationHeadquarters
- HQ city
- Atlanta
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Speedscale business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations
Revenue model
- Cloud Platform Subscription: Speedscale operates a cloud platform (app.speedscale.com) that is SOC2 certified and offered on a subscription basis with monthly and annual billing cycles. The platform includes traffic capture, replay, reporting, load testing, and AI integration features. A free trial with no credit card required and 30-day duration is available. Usage-based excess fees apply when contracted data or replay limits are exceeded.
- Proxymock Desktop CLI (Free Tier): The Proxymock CLI tool is offered free of charge for local development and testing workflows. This serves as a top-of-funnel acquisition mechanism for the cloud platform, enabling developers to experience the product before upgrading to paid cloud features.
- Proxymock Desktop CLI Premium: The Speedscale CLI tool is free to use for basic capture and replay, with additional features like reporting and load testing unlocked through a monthly subscription.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Pay-as-you-go | Free Proxymock CLI |
| Freemium | Pay-as-you-go | Free Cloud Trial |
| Subscription | Monthly | Paid Cloud Subscription |
| Subscription | Annual | Enterprise / Custom Plans |
Go-to-market motion1 record
Distribution channels4 records
Marketing channels10 records
Speedscale product offering
Product offeringCore offering
Speedscale captures production API traffic from Kubernetes, ECS, desktop, and agent environments and deterministically replays that traffic against code changes to validate AI-generated code before merge. Its cloud SaaS platform combines deep payload capture, portable traffic data, MCP-native AI agent integration (Claude Code, Cursor, Codex), deterministic bug reproduction in sandboxes, and before/after behavioral diffs for PR-ready evidence. A free Proxymock CLI supports local capture, mocking, and replay across Java, .NET, Node.js, Go, and Python.
Product overview
Speedscale offers a unified AI code validation platform combining production traffic capture, deterministic replay, and AI-assisted debugging. The core Speedscale Platform (cloud-based SaaS) works in conjunction with Proxymock (free local CLI tool) and speedctl (CLI automation tool) to enable traffic capture from Kubernetes, ECS, desktop, or agent surfaces. The Speedscale Operator instruments Kubernetes clusters while the eBPF Collector handles encrypted traffic. Traffic Viewer and Diff Viewer provide visibility into API behavior, and MCP Integration connects production context to AI coding agents (Claude Code, Cursor, Codex). The platform validates AI-generated code changes against real production traffic before merge, providing behavioral evidence rather than relying on static analysis.
Differentiator
Problem solved
Functional benefit
Products and services
- Speedscale Platform Cloud-based observability and testing platform that captures production API traffic from Kubernetes, ECS, desktop, or agent surfaces, replays it against code changes, and validates AI-generated code before merge. Provides deep payload inspection, portable traffic data, deterministic reproduction of production issues, before/after behavioral diffs, service virtualization, distributed load testing, and MCP-native integration with Claude Code, Cursor, and Codex. Targets platform engineering and DevOps teams at SaaS providers and Fortune 2000 enterprises. SOC 2 Type II certified.
- Proxymock Free command-line tool for local API mocking and traffic replay that records real API traffic from local applications or Kubernetes, creates portable mocks, and replays traffic against code changes. Supports Java, .NET, Node.js, Go, and Python. Designed as a top-of-funnel acquisition mechanism for the cloud platform, with a paid premium tier unlocking reporting and load testing features via monthly subscription.
- speedctl
Quantifiable outcome
- 80% reduction in load testing time (from 4-week process to 3-4 days)
- +4 more outcomes
Companies that use Speedscale
Customer profileNamed customers9 records
Segments5 records
Ideal customer profiles3 records
Speedscale technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration13 records
AI capability5 records
Feature12 records
Speedscale partnerships and signals
Strategic signalScale indicators7 records
Recent moves6 records
Expansion highlights7 records
Speedscale competitors and assessment
Company assessmentMarket position
Competitive moat4 records
Key highlights7 records
Customer concentration
Speedscale social profiles
Digital presenceSpeedscale compliance and trust
Trust signalCompliance1 record
Speedscale financial estimates
Financial estimateRevenue estimate
Valuation estimate
Speedscale leadership team
Management profileNumber of profiles
Profiles3 records
Speedscale funding detail
Funding detailFunding overview
Funding rounds5 records
Investors8 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Speedscale M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Speedscale
What does Speedscale do?
Speedscale captures production API traffic from Kubernetes, ECS, desktop, and agent environments and deterministically replays that traffic against code changes to validate AI-generated code before merge. Its cloud SaaS platform combines deep payload capture, portable traffic data, MCP-native AI agent integration (Claude Code, Cursor, Codex), deterministic bug reproduction in sandboxes, and before/after behavioral diffs for PR-ready evidence. A free Proxymock CLI supports local capture, mocking, and replay across Java, .NET, Node.js, Go, and Python.
Is Speedscale a public or private company?
Speedscale is a private company. It is classified as venture growth investor backed and is currently operating.
When was Speedscale founded?
Speedscale was founded in 2022. It employs 1 to 10 people.
Where is Speedscale based?
Speedscale is headquartered in Atlanta, United States, in the North America region.
How does Speedscale make money?
Three revenue lines are on record. Cloud Platform Subscription is the primary driver. The others are proxymock Desktop CLI (Free Tier) and proxymock Desktop CLI Premium.
Does Speedscale have an API?
Yes. Speedscale provides API-first capabilities and CLI tools (speedctl) for traffic capture, replay, and testing automation. The platform supports programmatic snapshot creation and CI/CD integration. Speedscale also offers Model Context Protocol (MCP) integration for AI coding agents including Claude Code, Cursor, and Codex, enabling AI agents to access real traffic snapshots, replay traffic, inspect responses, and validate changes directly within their workflows. Developer documentation is at docs.speedscale.com.
What industry is Speedscale in?
Speedscale's product category is Cloud-native API testing and observability. Its primary akta.pro industry code is HDABAJAF, Cloud-Native/Kubernetes Observability, with a secondary code of HDABAJAD, Distributed Tracing. Its NAICS code is 513210 and its SIC code is 7372.