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Home/Capabilities/Monitoring
Capability #17 · Operations

Monitoring & Analytics

KPI tracking, workflow success rates, agent efficiency metrics, cost optimization and AI ROI dashboards.

KPIsSuccess ratesAgent efficiencyCost optimization
#17
Capability
Operations
Category
Live
In production
Day 1
Available
Operations

Monitoring & Analytics

KPI tracking, workflow success rates, agent efficiency metrics, cost optimization and AI ROI dashboards.

  • Pre-built KPI dashboards
  • Workflow success and SLA tracking
  • Agent efficiency and quality scoring
  • Token cost optimization
  • ROI attribution per workflow
xyner.ai · live RUNS / DAY 12,408 SUCCESS 98.6% $ SAVED / WK $1.2M
How it works

Six pillars of Monitoring & Analytics.

Each pillar can be enabled, configured and audited independently.

KPIs

Out-of-the-box dashboards.

Success rates

Per workflow with SLAs.

Agent efficiency

Quality and throughput scoring.

Cost optimization

Token, model and connector cost.

ROI attribution

Per-workflow business value.

Drift detection

Accuracy and quality alerts.

How it works

Run agents like you run production software.

Live KPIs, agent efficiency, cost telemetry, AI ROI — visibility from the boardroom dashboard to the per-call trace.

1

Instrument

Every agent run emits structured telemetry — latency, success, tokens, dollars, downstream effects.

2

Aggregate

Telemetry rolls up by agent, workflow, business outcome and customer segment.

3

Alert

Anomalies — drift, cost spikes, error bursts, SLA breaches — fire to the right team in the right channel.

4

Optimize

Cost-vs-quality dashboards highlight which agents to tune, which to retire, which models to swap.

5

Report

Executive dashboards translate ops metrics into business outcomes — ROI per workflow, per customer, per dollar of AI spend.

Outcomes

What customers measurably ship with this capability.

Real numbers from production deployments — across banking, healthcare, telco, manufacturing and the public sector.

Live
Dashboards
Per-agent
Cost & quality
Drift
Detection
ROI
Per workflow
Time-to-value

Cost transparency

See the marginal cost of every workflow — tokens, tool calls, downstream API costs — alongside the business outcome it delivered. Optimise without guessing.

Risk reduction

Outcome-based KPIs

Track agents the way you track teams — throughput, quality, customer satisfaction, exception rate — not just technical metrics.

Industry use cases

How Monitoring & analytics shows up in production.

Six concrete patterns from regulated enterprises across financial services, healthcare, telecom, public sector, energy and manufacturing.

Banking

Agent ROI by line of business

Show CFO the AI ROI on KYC, fraud, complaints by quarter.

Insurance

Claims cycle-time dashboards

Real-time view of cycle time, leakage and customer satisfaction by claim type.

Healthcare

Throughput dashboards

Auth volume, denial rate, cycle time by payer and clinical service.

Telecom

Contact-deflection dashboards

Tickets resolved by agents vs. escalated, customer effort scores.

Public sector

Service-level dashboards

Application processing time, citizen-effort scores, exception rates.

Manufacturing

Quality & throughput

Defect-detection rate, line-stop frequency, MTTR by agent intervention.

Why xyner

Logs in a bucket vs. operational analytics.

Shipping an agent without monitoring is shipping a black box. You can't run a black box.

Dimension
Without xyner
With xyner
Latency
Logs only
Live percentiles per agent
Cost
Cloud bill
Per-workflow, per-customer
Quality
Anecdotes
Outcome-grounded metrics
Drift
Detected by users
Detected by platform
Business view
None
Executive dashboards
Action
Hand-built scripts
Built-in alerts & tuning
Our CFO finally has a single dashboard for AI ROI across the enterprise.
VP, FP&A · Healthcare Group
FAQ

Common questions, straight answers.

Can dashboards be embedded?

Yes — into your BI tools via API or iframe.

How do you attribute ROI?

Configurable — by run count, time saved, decisions made, dollars unlocked.

How quickly can we adopt this capability?

Most customers adopt new capabilities in 2-4 weeks through starter packs and onboarding workshops.

Does this require new infrastructure?

No. The capability runs on your existing xyner deployment — cloud, hybrid, on-prem or sovereign.

Do you provide migration help?

Yes — our customer success team and partners deliver guided migrations and pilots.

Get started

Ready to put autonomous agents to work?

See xyner in your environment with a guided executive demo.

Request a demo Contact us
Keep exploring

Related resources

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Capabilities

Multi-Agent Orchestration

Specialist agents work together — planning, delegating, sharing memory — for end-to-end enterprise workflows.

Learn more →
Capabilities

Audit & Observability

Full replay, traces and dashboards — every agent action is explainable and auditable.

Learn more →
Platform

Reasoning & Planning Engine

The xyner reasoning engine combines chain-of-thought, decision trees, planning and replanning for reliable.

Learn more →
Solutions

AI for Procurement & Source-to-Settle

End-to-end source-to-settle on autopilot — sourcing, contracts, PO, invoice match and supplier comms.

Learn more →
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