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Approval checkpoints, confidence thresholds, escalation workflows and manual overrides — for Finance, Legal, Procurement and Healthcare.
Approval checkpoints, confidence thresholds, escalation workflows and manual overrides — for Finance, Legal, Procurement and Healthcare.
Each pillar can be enabled, configured and audited independently.
Approve only when AI is unsure.
Sequential and parallel approvers.
Slack, Teams, email, mobile.
With reason capture.
Auto-decline on timeout.
Full approval trail.
Autonomy doesn't mean unsupervised. Approval gates put a human exactly where their judgment matters — and nowhere else.
Agents proceed autonomously below the threshold and escalate above it — calibrated per task and per risk class.
Approval requests route to the right human based on RBAC, delegations, on-call rotations and SLA tiers.
Approvers see exactly what the agent saw, what it proposes, why, and what happens if approved or denied.
Approvals, denials, modifications and timestamps are captured for audit and downstream learning.
Patterns of approval and override feed back to recalibrate the agent's autonomy thresholds.
Real numbers from production deployments — across banking, healthcare, telco, manufacturing and the public sector.
Approve in Slack, Teams, email, mobile push or the xyner console. SLA timers escalate stuck approvals to the next-in-chain.
Repeated approvals or overrides quietly recalibrate the autonomy threshold — over time, humans see fewer trivial requests and more high-leverage ones.
Six concrete patterns from regulated enterprises across financial services, healthcare, telecom, public sector, energy and manufacturing.
Trades above tolerance route to a desk supervisor with full context and a one-tap approve/deny.
Payments above threshold require a claims-manager approval; routine ones flow through.
Any clinical recommendation routes to a licensed clinician before patient-facing delivery.
High-impact account changes — plan migrations, large credits — gated by supervisor approval.
Adverse determinations require human review per administrative-law requirements.
Purchases above departmental authority escalate to finance with the agent's analysis attached.
Approving every action defeats the point. Approving none of them is irresponsible. Calibration is the answer.
Wherever your approvers already work — Slack, Teams, email, mobile push.
Yes — sequential, parallel, and quorum patterns supported.
Most customers adopt new capabilities in 2-4 weeks through starter packs and onboarding workshops.
No. The capability runs on your existing xyner deployment — cloud, hybrid, on-prem or sovereign.
Yes — our customer success team and partners deliver guided migrations and pilots.
See xyner in your environment with a guided executive demo.