The AI-Native
Transformation Consultancy

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Selected clients

  • UpKeep

    Product team transformation and Nova AI

    AI-native product development, new business lines, and a customer-facing agent.

  • Standard Communities

    AI-native business operations

    Company-wide transformation and design partnership for Fabric and MailRouter.

  • WPS

    Agentic development and company-wide adoption

    End-to-end software development through Slack, alongside training for leaders and teams.

  • OpenComp

    AI-first engineering and quality assurance

    Product team training, shared agent skills, and QA for compensation software.

  • Grupo Proeza

    AI strategy and enablement

    Board-level AI strategy and hands-on workshops for teams.

Selected projects

FabricOur platformDesign partner
Standard Communities

The AI-native operating system for complex businesses.

Fabric connects a company’s data, workflows, AI agents, and custom dashboards combining all data sources, with defined permissions and review points.

One platformdata, workflows, agents, and custom dashboards combining all data sources
OpenCompProduct team enablement

Rebuilding product development around AI and rigorous QA.

We helped a compensation software team adopt AI-first development, with shared agent instructions, repository structure, and a new approach to QA.

Build + verifyAI-first development and quality assurance
MailRouterAI-native regulated operationsDesign partner
Standard Communities

Accurate AI routing for business-critical mail.

AI routing for more than 1,000 pieces of physical mail a month, backed by a human-readable rulebook and a system for testing every change.

1,000+pieces of physical mail per month
200employees across four offices
PlaybookCompany-wide agent management

Company-managed AI agents for everyday and mission-critical work.

Playbook gives teams a shared, versioned library of agents that work across Claude, ChatGPT, and other AI tools, with company control over how they are updated and shared.

Across AI toolsClaude, ChatGPT, and other agent environments
Versioned + reviewedshared instructions with controlled updates
Standard Communities + WPSCompany-wide AI transformation

Transforming traditional businesses into AI-native organizations.

We helped Standard Communities and WPS redesign work across their organizations around AI agents, combining workflow changes, leadership training, and internal champions.

AI-native operationsCore workflows redesigned around AI agents

Our approach

StrategistsMcKinsey-style consultants.
BuildersTechnical software engineers.
OperatorsFounder-CEO agency.

Let's see if we're a fit.

Either way, we're happy to share the best practices we see work.

Start a conversation Meet the founder, Alex Furmansky →