Services
Advanced AI engineering for real-world systems.
We design, build and integrate advanced AI into products and engineering organizations, from autonomous agents and orchestration to measurable quality, private models and AI-powered software delivery.
Capabilities
Four practices. One engineering standard.
01Agentic Systems & Orchestration
Build agents and workflows that connect models, tools and people, with clear controls, observability and reliable execution.
- Multi-agent architectures
- Workflow and tool orchestration
- Human-in-the-loop controls
- Agent observability and reliability
02AI Engineering & Integration
Bring AI into existing applications, platforms and software delivery workflows, with production architecture from the start.
- AI in products and platforms
- Context, retrieval and knowledge systems
- Production deployment and operations
- AI-enabled engineering workflows
03Evaluation, Trust & Quality
Define what good looks like, measure systems against real work and establish quality gates before scaling autonomy.
- Domain- and repository-specific evaluation
- Benchmarks built from real work
- Quality gates and regression testing for AI
- Measurable adoption criteria
04Sovereign & Private AI
Select, adapt and deploy open models in environments aligned with your privacy, infrastructure and governance needs.
- Open model selection and adaptation
- Private and on-premise deployment
- Data-controlled fine-tuning pipelines
- Model independence strategy
Our approach
We build the technology we believe in.
Our products and client engineering reinforce each other. The evaluation, orchestration and automation principles behind Pandora and ROA shape how we design and deliver real AI systems.
Explore our solutions
Flagship · Control layer
Open source · Autonomous testing
Engagement models
Ways to work together.
Work with us on strategy, embedded engineering, end-to-end delivery or a focused technical pilot.
- 01
Advisory
AI architecture, engineering strategy and practical roadmaps grounded in your systems.
- 02
Embedded Engineering
Senior engineering expertise working alongside your teams to deliver and establish sustainable practices.
- 03
Build & Deliver
Design and implement AI systems end to end, with clear scope and measurable outcomes.
- 04
Pilot Programs
Validate an AI approach on real repositories or workflows before committing to scale.