Features
Custom simulation environments built from first-party data
Agent training on real workflows with domain expertise
Long-horizon task autonomy and reliability
Observability and feedback loops in training
Multi-turn, multi-tool interactions
Financial forecasting and DCF modeling
Code review and debugging
Contract drafting and redlining
Healthcare workflow automation (patient labs, visits)
IT ticket resolution and inventory management
Invoice processing and bank reconciliation
Forward-deployed team for hands-on delivery
Laguna XS.2 model (33B params, 3B active, on-device)
Laguna M.1 model (225B params, 23B active, via API)
256K context length for multi-step reasoning
Multi-agent orchestration with planning and tool use
Sandboxed agent execution environments
Developer surfaces: agents, TUI, IDE extensions, binaries
Custom foundation models deployed on-prem or in VPC
Data connectors to repos, databases, data warehouses
Role-based access control for humans and agents
Executive-grade governance and auditability
On-prem, VPC, and workstation deployment (defense only)
Forward Deployed Research Engineers embed with teams
Real-time observability with end-to-end traces
Air-gapped network support
Open-weight model weights available
