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Put AI agents to work with institutional control.

Zafin AIOS is the control plane for governed agentic work. It connects Agent Management, Work Management, Environment Management, Control Tower, and Evaluations in one operating system.

Explore the 5 platform areas

How Zafin AIOS Works: Five Connected Platform Areas

AIOS connects the capabilities institutions need to set agents up, manage their work, run them in approved environments, govern every outcome and improve performance over time.

A graphic that illustrates how Zafin AIOS works. A purple control tower diagram connects evaluations, agent management, work management, and execution management through directional arrows, illustrating a unified system for governing AI agents.

AGENT MANAGEMENT

Set every agent up with a clear role, access and accountability.

AIOS treats each agent as a governed member of the workforce, with a defined identity, profile, knowledge, skills and tools.

Give every agent a secure workforce identity, with role-based access managed under institution-defined identity and access controls.

Centrally manage approved model providers and route work to the right model based on task, policy, performance, and cost.

Scale reusable know-how through a Skills Registry, then assign each skill to agent profiles that need it.

Give agents the right context at the start of each case through a Knowledge Fabric of documents, code, policies and prior work case studies.
Help agents act in real systems through a Tools Registry that assigns MCP-based tools to the right profile.
Zafin AIOS agent management interface displays a skills registry with named agent skills, descriptions, and toggle switches to enable or disable capabilities, supporting controlled agent access and accountability.

WORK MANAGEMENT

Manage the full lifecycle of agent work.

Agent Work Management helps you create cases, guide work through governed workflows and turn reviewed results into case studies that improve future work.

Create cases for one-time, scheduled or continuous agent work.
Move cases through preconfigured or custom workflows that automate handoffs between steps.
Keep people in control with review, approval, feedback and question-answering gates wherever work requires human judgment.
Reproduce every result by keeping each case pinned to the exact workflow version it launched with.
Retain a complete record of every decision, action and result so completed work is visible and auditable.
A graphic that shows how Zafin AIOS work management works. It shows a dashboard that displays agent workflows grouped into Product Engineering, AI and Innovation, and Security, with catalog counts, search, filters, and a Create Workflow button for managing governed agentic tasks.

ENVIRONMENT MANAGEMENT

Run agent work in an approved environment.

AIOS prepares the physical or cloud environment where agent work runs, with identity, access and resources set before execution starts.

Turn approved physical devices into ready-to-use agent environments with the right identity, access and security controls.

Run workloads in your approved cloud environment, configuring virtual machines or Docker containers around each workload’s identity, capacity and runtime needs.
A graphic that shows how Zafin AIOS supports different execution environments. The dashboard displays cloud resources, including 11 virtual machines, and physical infrastructure with 26 total hosts, 19 online, 7 offline, and 1 missing, highlighting how agent workloads run in approved environments with monitored resources and access controls.

CONTROL TOWER

Monitor, govern and prove every agent outcome.

AIOS brings traces, cost, access controls, and proof of work together for AIOS and supported external agents, with spending limits and kill switches. 

Get observability and auditability of agents in AIOS and your existing external agents, with available turn-level traces of prompts, outputs, token counts, model selection and execution time.

Improve agent performance by tracking outcomes, re-run cycles, repeated mistakes and human input.

Attribute every dollar spent on agent work across LLM token and compute costs, with every model and turn captured. Monitor AI usage costs for supported external agents and disable them when spending quotas are reached.

Govern who can view and act on agent work with role-based access controls. Control external agents’ access to your organization’s tools and require approval for selected actions through the AIOS gateway.

Prove how outcomes were reached across agents in AIOS and your existing external agents, with an auditable evidence trail of available plans, transcripts, approvals, artifacts, and test evidence.

A dashboard showing how the Zafin AIOS Control Tower monitors and governs agent activity and costs. It displays key metrics, including $1.5k total cost, 404 sessions, 16,538 total turns, and 51.2 hours of execution time, along with a comparison of costs by AI model.

EVALUATIONS

Measure how agents perform and where to improve.

AIOS evaluates cases throughout their lifecycle, using rubrics, benchmark sets and experiments built around your institution’s own work.

Set a clear standard for agent quality with deterministic signals, LLM-as-judge criteria and weighted scores.
Evaluate agents against groups of historical cases that reflect the work your institution needs them to do.

 Track agent performance during a workflow, on demand or through scheduled runs that help detect drift over time.

See performance, decision reasoning and where human intervention is needed.
Compare models on your own cases, data and environment to decide what works best for each use case.
A dashboard illustrating how AIOS evaluates agent performance using experiments, benchmark sets, and scoring metrics. The overview shows 7 experiments, 40 scores, 8 models, and 4 benchmark sets, with horizontal bars comparing model performance and a chart categorizing outcomes as correct, partial, or incorrect.

Ready to See Zafin AIOS in Action?

Request a briefing with us to see how Zafin AIOS can help you put AI agents to work without losing control. Together, we’ll identify a high-value workflow and map out how to scale it from pilot to production, with human oversight, cost controls, and proof of work built in.

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Frequently asked questions

AIOS connects the agents, models, tools, knowledge sources, and environments your organization already uses, including external agents from platforms such as Azure Foundry and Salesforce Agentforce.

 

Direct integrations provide activity and cost visibility, kill switches, and spending limits. Routing requests through the AIOS gateway adds controls over access to your organization’s tools, individual actions, and human approvals.

 

Available controls depend on the external platform and how it connects to AIOS.

Orchestration is one part of AIOS. AIOS also brings together identity and access, workflow controls, human authority, proof of work, cost visibility and evaluations, so institutions can govern the full lifecycle of agentic work.

Your institution defines where human authority gates are required for review, approval, feedback, clarification, or stopping work. AIOS builds those gates into the workflow, gives reviewers the context they need to decide, and records the decision as part of the proof of work.

AIOS gives institutions multiple ways to start, one workflow at a time. Today, Zafin is focused on three starting points: governed software and application delivery, modernising institutional systems and workflows, and making regulated work and evidence operations more defensible.

 

The right place to begin is the workflow where you need faster execution, clearer control and evidence you can stand behind.

Yes. Zafin is Customer Zero for AIOS. We are applying it to governed Banking Platform development work, including Deal Manager enhancement requests and defect resolution.

 

  • 100% of AIOS-routed work is instrumented with status, duration, cost visibility and proof of work.
  • 80% reduction in cost per resolution through model-use optimisation and workflow visibility.
  • 75% more enhancement requests and defects resolved without proportional engineering-capacity growth.
 
 
Metrics reflect initial Customer Zero use cases and in-scope workflows at Zafin. Results may vary by workflow complexity, operating environment, implementation scope and measurement period.

Start with a bounded workflow where the business goal, the required knowledge and systems, the control points, and the measures of success are clear. This could be a software-delivery workflow such as an enhancement, defect, testing process or vulnerability-remediation task.

Yes. AIOS can monitor AI usage costs and disable an external agent when it reaches a spending quota. Kill switches also provide a way to intervene when needed.

 

Through the gateway, AIOS can restrict tool access and block individual requests. Cost visibility does not necessarily include the full infrastructure or vendor bill.

No. External agents can remain on their existing platforms and connect through direct integrations or the AIOS gateway.