Enterprise AI engineering, grounded in production reality.
We help organizations architect, integrate, deploy, govern and operationalize enterprise AI systems inside the technology environments they already run. Strategy that survives contact with your systems, and systems that survive contact with production.
Enterprise AI that holds up in production.
Three engagement types, each scoped around a decision or a system rather than an open-ended retainer.
Enterprise AI Architecture & Strategy
Which AI use cases are worth building, the target architecture and data foundation to support them, and a build-versus-buy view for each.
AI Product & Agent Engineering
Knowledge assistants, document workflows, and AI agents connected to your systems, data, and business rules, taken from use case to a working system.
AI Platforms, Integration & Governance
The shared foundation for model access, retrieval, evaluation, and observability, integrated with your systems, plus a governance model proportionate to what you deploy.
What we engineer.
The work that decides whether enterprise AI reaches production: architecture, integration, governance and operations, not just the model.
Architect
- Enterprise AI strategy and architecture
- AI solution architecture
- Security and AI governance architecture
Build and integrate
- AI solution implementation
- Retrieval and contextual intelligence systems
- Agentic AI architecture and orchestration
- Enterprise integrations
- Enterprise data and AI integration
- AI application modernization
Operate
- AI infrastructure and platform engineering
- Deployment and operationalization
- Production readiness and observability
An accelerator when it helps. Never a requirement.
Cirrusage Intelligence Platform gives us a reusable foundation for contextual retrieval, governed memory, provenance and isolation. Where an engagement needs those capabilities, CIP can shorten the path. Where it doesn't, we engineer on your stack, with your vendors, and you own the result.
Software licensing
CIP is proprietary Cirrusage software. Access to it is agreed separately, under its own terms, and is in design-partner pilots today.
About the platform →Professional services
Engineering engagements are scoped and priced as services. Work we build for you on your own technology is delivered without any dependency on CIP.
Three steps. No retainer implied.
A 30-minute conversation
No deck, no sales team. You talk with the person who would do the work, and get an honest view on whether there's a decision worth making here.
A short diagnostic, scoped to one decision
A focused engagement against the specific decision on the table, not an open-ended discovery process. It starts where the Production Readiness Diagnostic leaves off — the same five dimensions, examined against your actual systems.
We advise or build, only if the decision is still open
If the diagnostic answers the question, that's often where it ends. We only continue where there's still a real decision left to make.
Not sure where to start?
A 30-minute conversation with the person who would do the work, or a self-serve assessment of one AI use case.