Making AI Agents Work for Real Business

We help you turn the rise of agentic software development into a definitive advantage by solving AI agent interaction issues driving poor UX and churn.

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81%

of Professional Software Developers use AI coding tools

$1.5M

annual cost per 100 devs from documentation inefficiencies

95%

of Enterprise AI Pilots Fail to Deliver Value

Our Solutions

Product-Led Solutions

Improving onboarding with in-editor agent-guided walkthroughs. Meet developers where they are (WizardKit.ai)

Naptha liquid fuel flowing from Agents to Collaborative Intelligence to Frontier Capabilities

Naptha droplets connected

Simplifying agent hosting with MCP and A2A servers (AutoMCP and AutoA2A)

Authenticating Agents to provide access to permissioned data sources (OneDollarOAuth.com)

Naptha separated droplets

Naptha liquid fuel droplets connecting.

Naptha nodes connecting

Benchmarking Agents to enable effective use your specific libiraries (StackBench.ai)

Naptha N

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