Document-heavy workflows
Intake, classification, extraction, summarization, validation, routing.
/ Solutions
Agentic workflow patterns for enterprise operations.
Xymphony is industry-neutral at the platform level. It supports repeatable workflow patterns that can be configured for different domains, teams, and operating models.
/ Workflow patterns
Decision-support workflows
Triage, prioritization, recommendation, exception handling, evidence-based decision support.
Operations workflows
Runbook execution, service requests, case routing, SLA monitoring, escalation support.
Knowledge workflows
Policy Q&A, procedure assistance, regulatory research, citations, enterprise search.
Engineering workflows
Requirements drafting, test generation, code review support, release documentation, QA automation.
/ Domain accelerators
These patterns are available as accelerators for insurance, life sciences, cyber/SOC/NOC, application development, QA, and other enterprise domains.
01
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P&C · Life · Health
Insurance
Claims, underwriting, and servicing are document-heavy, rule-bound, and SLA-driven — the exact shape agentic systems run best on.
Accelerators
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FNOL Intake Agent
Cuts first-notice handling time and pushes structured claims into the core system on day one.
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Claims Triage & Routing
Scores severity, complexity, and fraud signal — routes to the right adjuster queue with evidence attached.
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Underwriting Copilot
Assembles submission packets, flags appetite mismatches, drafts referral notes for the underwriter.
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Policy Servicing Assistant
Handles endorsements, certificates, and renewal prep against the policy admin system of record.
02
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Clinical · Regulatory · PV
Life Sciences
GxP-regulated workflows demand traceability and reviewer-in-the-loop control. Xymphony's governance fabric is built for it.
Accelerators
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GxP ValAccel Co-Pilot
Drafts validation artifacts — URS, IQ/OQ/PQ, traceability matrices, CSA test scripts — with specialist sign-off built in.
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SmartQMS.AI — Quality & SOP Knowledge Copilot
Version-aware access to controlled SOPs, auto-classifies documents, and clusters CAPA data to surface recurring root causes.
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Protocol & Study Intelligence Copilot
Summarizes amendments, endpoints, and inclusion criteria into traceable briefs, surfacing cross-study insight on enrollment risk and deviations.
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TMF Inspection Readiness Agent
Monitors the Trial Master File against inspection criteria, predicts missing artifacts by milestone, and ranks completeness gaps pre-audit.
03
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Detection · Response · Ops
Cyber · SOC / NOC
Analysts drown in alerts and runbooks. Agents triage, enrich, and execute repeatable response — humans stay on judgment calls.
Accelerators
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Alert Triage Agent
Correlates signals across SIEM/EDR/identity, suppresses noise, presents a ranked queue with rationale.
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Runbook Execution Agent
Executes playbooks step-by-step with approval gates — containment, enrichment, evidence capture.
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Incident Narrative & Reporting
Drafts post-incident reports, customer comms, and regulator notices from the response timeline.
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NOC Change & Health Copilot
Watches change windows, summarizes health, drafts RFCs and post-mortems for the on-call team.
04
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SDLC · Quality · Release
App Dev + QA
From requirements to release, agents compress the slow seams in delivery — without removing the engineer from the loop.
Accelerators
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SDLC Assistant
Turns requirements into stories, scaffolds tickets, drafts technical design notes against the codebase.
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Code Review Agent
Reviews diffs for standards, security, and regressions — comments inline with rationale and citations.
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Test Generation & QA Agent
Generates unit, integration, and regression suites from specs and code; maintains them across changes.
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Release & Incident Copilot
Drafts release notes, change tickets, and rollback plans; assists the on-call during production incidents.
/ More industry packs
Each pack is a configurable accelerator containing domain workflow templates, prompts, evaluation datasets, guardrails, connectors and integration patterns, and implementation playbooks.
Enterprise Operations Pack
Document intake, approvals, service requests, knowledge assistance, and cross-system workflow automation.
Finance Operations Pack
Exception handling, reconciliation assistance, control workflows, and finance service support.
Customer Operations Pack
Service support, case handling, customer workflow automation, and knowledge-grounded response.
Every accelerator is a starting point, not a sealed product. We tailor it to your data, systems of record, and policy boundaries during the engagement.
/ Start Here
Map your first production AI workflow.
In a focused working session, we identify one high-value workflow, pressure-test production feasibility, and outline the path to a governed first release. No deck, no obligation.