Build, govern, observe, and manage agent fleets across any model, framework, tool, or runtime.
Zahara gives teams one source of truth for every agent, run, approval, cost, eval, tool call, and audit trail.
AI agents are moving from experiments to production. Zahara gives teams the control layer they need before agents touch real customers, tools, data, or money.
Every surface you need to take an agent from prototype to governed production — and nothing you don't.
Use Vibe, Flow, Pro, or Import to create agents from natural language, visual workflows, code, or existing frameworks.
Add approval gates, spend controls, permissions, policy checks, and human review before risky agent actions run.
Trace agent decisions, costs, latency, tools, model usage, failures, retries, and outcomes from a single source of truth.
Track agents as operational assets, then route reviews, approvals, escalations, retries, and next actions through a Kanban-style Workboard.
Most tools were adapted from older automation, DevOps, or chatbot systems. Zahara was built from the ground up for agent transparency, governance, evaluation, and scale.
Zahara makes that visible, governable, and auditable. Teams need to know:
Bring the agents you have. Build the agents you need. Govern whatever runs. Zahara sits around the agents you already have and the ones you're about to build — not under them.
Build agents from natural language, visual workflows, code, or import what you already have. Four entry points, one governance layer.
Status, ownership, health, lifecycle — every agent treated as an operational asset.
High-stakes actions pause for a named reviewer with full context and spend impact.
Replay any run step by step — tools called, tokens spent, retries, outcomes.
Cost-per-outcome, p50 / p95 latency, retry-loop rate — across every agent and run.
Signed, timestamped, actor-labeled — exportable to JSON or CSV for security review.
Coverage scores, pass rates, regressions — ship with confidence, not with hope.
Route reviews, approvals, escalations, retries, and next actions through one human-agent operations board.
Any LLM, any SLM, any framework, any tool — OpenAI, Anthropic, Llama, MCP, LangGraph, CrewAI, custom code.
A built-in operational guide that explains every surface — what it is, why it matters, how to use it.
Beta demos, partnership conversations, and investor inquiries all land here. Leave a note — we reply within one business day.
Zahara helps teams move from agent prototypes to governed, observable production systems. Join the early access list — we're onboarding teams now.