Rebuild Works AI is an agentic consulting firm for the AI era. We help enterprises own their AI: the models, the context they learn from and the platform they run on.
Most enterprises are adopting AI faster than their data, budgets and governance can support. So we start from the business outcome. Every engagement begins with a one-day Business Value Canvas, where business and technology leaders score candidate workflows on impact and feasibility. Each solution is scoped to one workflow and one number, priced against that number rather than hours, and shows measurable value within 90 days.
We deliver through forward deployed units: Agent Orchestrators, forward deployed engineers and domain experts working alongside AI agents. Our approach is harness engineering, controlled and governed AI execution where the enterprise decides what information goes to AI, which model does which work, and at what cost. Nothing ships without an evaluation gate, and clients keep the code, the AI models and the know-how we build.
Services:
- Agentic Engineering Optimization
- Model Evaluation & AI Governance
- Domain-Specific Agent Systems
- Fractional Agentic Leadership
Products:
- Signature Finance: an agent-native command center for the Office of the CFO, where close, reconciliation and collections run as governed agents.
- Harness Matters: the IDE for the forward deployed engineer, to plan, govern and run AI-led software development.
Industry focus: financial services, manufacturing and supply chain, and retail. We also work in aviation, education, professional services and real estate.
Our research and thought-leadership work is advanced through the Omnia AI Foundation. Several of our founders previously held leadership roles at Neudesic before its acquisition by IBM in 2022.
Rebuild Works AI is an agentic consulting firm for the AI era. We help enterprises own their AI: the models, the context they learn from and the platform they run on.
Most enterprises are adopting AI faster than their data, budgets and governance can support. So we start from the business outcome. Every engagement begins with a one-day Business Value Canvas, where business and technology leaders score candidate workflows on impact and feasibility. Each solution is scoped to one workflow and one number, priced against that number rather than hours, and shows measurable value within 90 days.
We deliver through forward deployed units: Agent Orchestrators, forward deployed engineers and domain experts working alongside AI agents. Our approach is harness engineering, controlled and governed AI execution where the enterprise decides what information goes to AI, which model does which work, and at what cost. Nothing ships without an evaluation gate, and clients keep the code, the AI models and the know-how we build.
Services:
- Agentic Engineering Optimization
- Model Evaluation & AI Governance
- Domain-Specific Agent Systems
- Fractional Agentic Leadership
Products:
- Signature Finance: an agent-native command center for the Office of the CFO, where close, reconciliation and collections run as governed agents.
- Harness Matters: the IDE for the forward deployed engineer, to plan, govern and run AI-led software development.
Industry focus: financial services, manufacturing and supply chain, and retail. We also work in aviation, education, professional services and real estate.
Our research and thought-leadership work is advanced through the Omnia AI Foundation. Several of our founders previously held leadership roles at Neudesic before its acquisition by IBM in 2022.