Enterprise AI operations for support teams

Deploy AI agents your business can actually trust.

Amaraii gives your team trust, control, and grounded knowledge for every automated conversation, with human review, tool execution, and audit trails built into the operating flow.

84%grounded auto-resolutions
12mmedian review response
100%tool calls audit logged
Amaraii operations console
Live queue

84%

Grounded replies

source-backed this week

31

Human review

waiting across teams

1.2k

Tool runs

logged with evidence

96

Queue health

stable operations score

Live conversation

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Live chat

Amaraii

Hi, I am Amaraii. Ask a quick question or type your own and I will answer from the live agent.

Agent activity stream

Decisions as they happen

Agent answered from policy

18s ago

Refund terms matched from Billing policy v4

Confidence check triggered

41s ago

Customer mentions enterprise exception

Ticket draft prepared

1m ago

Priority, owner, and transcript attached

Conversation queue

Intent, owner, status

Northstar Labs

Billing exception

Human review

Haven Supply

Order status

Agent active

Kinfield Health

Plan upgrade

Tool queued

Knowledge matches

Sources before response

98%

Billing policy v4

Refund window and approval rule

91%

Enterprise SLA

Priority routing and owner matrix

87%

Returns playbook

Required evidence before ticket creation

Handoff queue

Human-review indicators

P1

Legal language detected

Assigned to Maya for approval

P2

Contract-specific pricing

Assigned to Ari for approval

Tool execution log

Approved actions

Create ticket

ticket_4821

Update CRM field

queued

Notify owner

sent

Audit trail

Evidence preserved

  1. Policy source attached
  2. Tool run approved
  3. Human reviewer assigned
  4. Outcome marked resolved

Analytics

Resolution trend

Active agentsQueue health

Conversations

Read every customer thread with owner, status, and intent context.

Knowledge

Ground replies in approved product, policy, and process sources.

Handoffs

Move high-judgment moments into human review with the full trail.

Tickets

Create structured follow-up work without losing chat context.

Tool execution

Let agents run approved business actions under visible controls.

Audit

Review sources, rules, decisions, and approvals after the fact.

Analytics

Track queue health, resolution quality, and review load.

Operating Workflow

Connect the rules of the business before the agent takes action.

Amaraii turns AI support into an accountable operating loop: knowledge, rules, routing, tool execution, human review, and audit in one visible flow.

01
Connect knowledge
Attach product docs, policies, and internal process notes to the agents that should use them.
02
Define rules
Set the answer boundaries, approval gates, and escalation triggers before automation goes live.
03
Route conversations
Classify incoming requests by intent, customer state, confidence, and team ownership.
04
Execute tools
Let agents create tickets, enrich records, and trigger workflows with a visible execution log.
05
Escalate to humans
Send uncertain, sensitive, or high-value conversations to the right teammate with context intact.
06
Audit outcomes
Inspect the sources, rules, handoff reason, tool calls, and final resolution from one record.
Operations Console

Keep every automated conversation operationally visible.

Amaraii gives your team a command surface for active conversations, agent actions, queues, tickets, tool runs, review states, and the metrics that show whether the system is healthy.

Conversation queue

Prioritize live threads by confidence, urgency, channel, and owner.

Agent activity stream

See when the agent answers, pauses, uses a tool, or requests review.

Ticket creation

Turn conversations into tracked work with the source thread attached.

Queue analytics

Watch resolution, review, and escalation load before it surprises the team.

Knowledge-Backed Answers

Keep answers attached to material your team trusts.

Organize repositories and knowledge units so agents answer from approved documents, show source matches, and avoid improvising when the information is not present.

Knowledge matches

Expose the exact policies, docs, or snippets considered for an answer.

Freshness checks

Spot stale sources before the agent relies on them in production.

Agent-specific access

Bind different teams, queues, and agents to the right source sets.

Confidence signals

Escalate low-confidence answers instead of forcing a risky response.

Human Handoff

Escalate the moments that need judgment without losing the thread.

When an issue leaves the agent's lane, Amaraii keeps the customer history, source matches, attempted tool calls, and handoff reason together for the human reviewer.

Takeover controls

Give operators a direct path from review to ownership.

Escalation queue

Prioritize conversations that need human context or approval.

Assignment context

Keep the responsible teammate visible to the rest of the team.

Conversation history

Retain the full thread so customers do not need to repeat themselves.

Audit And Trust

Prove what happened after automation touches the customer.

Trustworthy AI operations need a record of the answer path. Amaraii makes it possible to inspect rules, knowledge, handoffs, tool execution, reviewer decisions, and outcomes.

Audit trail

Review the sequence of agent, human, and system actions for each thread.

Human-review indicators

Show when an answer was approved, edited, blocked, or escalated.

Tool run evidence

Keep request, status, and resulting record IDs attached to the conversation.

Outcome analytics

Measure automation quality across queues, agents, and knowledge sources.

Ready For Trustworthy Automation

Build AI operations your team can trust.

Start with an Amaraii workspace, connect the knowledge your team relies on, and deploy agents inside a controlled operations flow.