Every team. Every system. Connected.

Agents calculate recurring accruals each period, pull invoice details from email, suggest GL coding, and route approvals using your delegation rules. They also flag anomalies before they turn into audit findings.

• Calculate recurring accruals each period and flag amounts that deviate materially from prior periods.
• Extract invoice details from email and attachments, suggest GL coding, and route for approval using delegation rules.
• Draft plain-English variance narratives with supporting GL drivers for management review packages.

Agents reconcile orders against capacity, write shift handoff briefings, open downtime events with cause codes, and trigger work orders when failure patterns repeat. This runs around the clock.

• Generate shift handoff briefings with output, delays, incidents, escalations, and next-shift priorities.
• Open downtime events, capture cause codes, and trigger preventive work orders when failure patterns repeat.
• Reconcile orders, materials, capacity, and labor to recommend an optimized production sequence each day.

Agents kick off contract review workflows 90 days before expiration, flag maverick spend weekly, and catch invoice-to-PO pricing variances before payment goes out.

• Start contract review workflows 90 days before expiration with spend history and performance summary attached.
• Flag invoice price variances against PO or contract terms and route for buyer review before payment.
• Detect purchases outside approved vendors or approval limits and report maverick spend patterns weekly.

Agents flag receiving mismatches on arrival, build optimized pick paths, apply allocation rules when inventory is constrained, and send customers updated ETAs without anyone having to remember.

• Flag receiving mismatches on arrival with PO and shipment context attached, and trigger buyer follow-up.
• Build optimized daily pick paths to reduce travel time and improve warehouse throughput.
• Apply allocation rules for constrained inventory and send affected customers updated ETAs.

Agents handle Tier-0 tickets (password resets, access provisioning), predict SLA breaches before they happen, and flag root-cause clusters so infrastructure teams can fix the source instead of the symptoms.

• Resolve repeatable Tier-0 issues like password resets and standard access provisioning requests.
• Predict likely SLA breaches and trigger escalation or reassignment before deadlines pass.
• Detect recurring incident patterns and flag likely root-cause clusters for infrastructure review.

Agents correlate incidents with recent deployments, flag sprints at risk of scope creep, and generate weekly engineering health reports for leadership.

• Correlate new incidents with deployments in the same 48-hour window and flag likely causes.
• Alert when a sprint's scope increases more than 20% after planning and notify the engineering manager.
• Generate weekly engineering health report with velocity, quality, and incident trends by team.

Agents respond to common inquiries with full account context, escalate conversations based on tone and churn-risk signals, and assemble handoff packages when a ticket needs to move up.

• Respond to common inquiries using account history, order status, and knowledge base content.
• Escalate frustrated customer conversations early based on tone analysis and churn-risk scoring.
• Prepare escalation handoff packages with full history, actions taken, and recommended next steps.

Agents monitor health score changes, trigger outreach when usage drops, assemble QBR materials automatically, and flag expansion opportunities based on usage patterns.

• Trigger CSM outreach when an account's health score drops below threshold two weeks in a row.
• Assemble quarterly business review materials with usage stats, support history, and value delivered.
• Flag accounts showing expansion signals — increased usage, new user additions, or feature adoption spikes.

Agents run onboarding workflows across IT provisioning, badge access, equipment ordering, and benefit enrollment. They score attrition risk from multiple signals and flag payroll exceptions before processing.

• Run onboarding steps across IT provisioning, badge access, equipment ordering, and benefit enrollment.
• Score attrition risk from engagement survey data, manager changes, PTO patterns, tenure, and compensation signals.
• Flag payroll exceptions including overtime spikes, missing timesheets, and unapproved rate changes before processing.

Agents watch contract milestones and trigger review workflows on schedule. They summarize regulatory updates and assign response owners. They answer internal policy questions directly from your approved documents.

• Watch contract milestones, notice periods, and renewal obligations, and trigger review workflows on schedule.
• Summarize regulatory updates, assess organizational impact, and assign response owners for execution.
• Answer internal policy questions from current approved policy documents with source citations.

Agents watch for non-conformance patterns across products, lines, and suppliers. They escalate overdue CAPA stages and notify owners. They launch incident investigations with the required notifications and deadline tracking.

• Watch non-conformance events across products, lines, shifts, and suppliers to catch systemic issues early.
• Escalate overdue CAPA stages and notify responsible owners before actions stall.
• Launch incident investigations with required regulatory notifications and deadline tracking built in.

Agents build daily briefings, assemble board reporting data across departments, and track organization health indicators. No spreadsheet consolidation required.

• Build daily cross-functional briefings that flag material changes, risks, and decisions needing leadership attention.
• Assemble board reporting data across departments into one package without manual consolidation.
• Track organization health: attrition, overtime trends, open requisition load, and engagement scores.

Agents catch resource conflicts before timelines slip, watch burn-rate trends for budget overrun signals, and escalate risk register items when trigger conditions are met.

• Detect cross-project resource conflicts and over-allocation before they cause timeline slippage.
• Alert on burn-rate trends that indicate likely budget overrun, with remaining scope and forecast to complete.
• Escalate risk register items from watch to active status when trigger conditions are met.

Agents update risk scores when incidents occur in safety, quality, IT, or financial systems. They compare exposure to coverage, track continuity testing cadence, and flag fraud patterns across AP, expenses, and payroll.

• Update enterprise risk scores when incidents occur in safety, quality, IT, or financial systems.
• Detect fraud patterns across accounts payable, expense reports, and payroll for investigation review.
• Track business continuity plan testing cadence and schedule overdue exercises with responsible owners.