Plan before acting
Keep workflow state, task boundaries, and routing logic explicit so each step has a defined purpose.
Early access · Enterprise operations
Cognitive infrastructure for high-ticket enterprise workflows.
Nirvania.ai is building a multi-agent orchestration layer for complex B2B operations—coordinating specialized AI, business tools, and human judgment across work that matters.
Illustrative system flow
Concept · not a live system
↳
Business request
Context + constraints
✳
Orchestration
Plan · route · verify
Research agent
Gather approved context
Operations agent
Prepare a bounded action
◇ Human approval at consequential steps
Technology direction
Claude 3.5 SonnetNext.jsPythonSupabase
The platform
From scattered tasks to a coordinated operation.
High-value workflows cross teams, systems, and approval boundaries. Nirvania is designed to give that work a structured path from request to reviewable outcome.
01
Decompose the work
Turn a complex request into bounded steps with explicit context and constraints.
02
Coordinate specialists
Route subtasks to purpose-built agents and approved business tools.
03
Keep decisions visible
Make handoffs, sources, and proposed actions inspectable by the people responsible.
04
Close the loop
Return a clear result and capture exceptions for the next iteration.
Architecture
Designed for control at every handoff.
A practical foundation for workflows that need coordination, traceability, and human ownership—not a black box between a prompt and a business action.
Constrain tool use
Scope access to the tools and context a task requires, with review points for consequential actions.
Make outcomes legible
Design for inspectable decisions, clear exceptions, and useful feedback throughout the workflow.
Operating principles
Automation should be useful, bounded, and accountable.
Nirvania.ai is at an early stage. We are focused on earning trust through clear task boundaries, human review where it matters, and honest communication about what is ready today.