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Software In A Service

AI agents that ship work — governed like employees, not chatbots.

Production-ready agents engineered around your processes: 425 catalogued agents across 8 domains, each a first-class principal with its own identity, scoped credentials, and full action logging. Designed, secured, hosted, and monitored by Citadel.

  • 8Domains
  • 28Function groups
  • 425Catalogued agents
  • 3Autonomy tiers

Most “AI agents” are a demo that impresses in a meeting and stalls in production — no identity, no guardrails, no audit trail, no owner. The blocker to real automation isn’t the model. It’s governance: who is allowed to do what, with which credentials, and how you prove it afterward.

One governance model, applied to every agent

Every agent is a first-class principal with its own identity and full action logging. Autonomy is set per agent, per action, across three tiers — so you graduate trust deliberately instead of betting the business on a black box.

T1

Autonomous

Read-and-report. Triage, analysis, and drafting run unattended — the agent observes and recommends, but changes nothing.

T2

Supervised

Writes to systems of record within scoped credentials and change windows. Every write is attributable and reversible.

T3

Human-gated

Anything touching money, people, or legal is draft-only behind named approvers, with four-eyes enforcement.

Delivery: Discovery → agent selection & grounding → sandboxed rollout at T1 → graduated autonomy → monitored operation.

The catalog: 8 domains, 425 agents

Agents are chosen from this catalog and grounded in your corpora — runbooks, ADRs, policies, catalogs. Search for a capability, tool, or domain to see what fits your stack.

Build, ship, and run software and infrastructure

4 function groups · 77 agents

Software Engineering

The full development lifecycle from design through maintenance, integrated with repos, CI, and issue trackers.

  • Code Generation
  • PR Review
  • Refactoring
  • Documentation
  • API Generation
  • SDK Generation
  • Unit Test
  • Integration Test
  • E2E Test
  • Performance Optimization
  • Bug Triage and Fix
  • Code Migration
  • Legacy Modernization
  • Dependency Upgrade
  • Tech Debt Analysis
  • Architecture Review
  • Codebase Q&A
  • Commit and Changelog
  • Pair Programming
  • Accessibility Audit
  • Localization / i18n
  • Secure Code Review
  • Database Query Tuning
  • Mobile Build and Release

DevOps and Platform Engineering

Delivery pipelines, runtime operations, reliability, and cost. Incident-facing agents pull from live telemetry through read-scoped tools.

  • Kubernetes Ops
  • Terraform / IaC
  • Infrastructure Provisioning
  • Cloud Cost Optimization (FinOps)
  • CI/CD Pipeline
  • Release Management
  • Container Security
  • Secrets Rotation
  • Incident Response
  • SRE / Reliability
  • Log Analysis
  • Root Cause Analysis
  • GitOps Drift Detection
  • Capacity Planning
  • Chaos Engineering
  • Runbook Automation
  • Environment Provisioning
  • Alert Tuning
  • SLO and Error Budget
  • On-call Assistant
  • Postmortem Writer
  • Canary / Rollout Analysis
  • Artifact Registry Hygiene

Network Operations

Configuration, connectivity, and traffic engineering across on-prem, cloud, and edge. Config-writing agents are T2 with change-window enforcement.

  • Network Config Generation
  • Firewall Rule Review
  • DNS Management
  • Load Balancer Tuning
  • VPN and Connectivity Troubleshooting
  • BGP / Routing Analysis
  • Packet Capture Analysis
  • Network Capacity Planning
  • Zero Trust Segmentation
  • SD-WAN Policy
  • CDN Optimization
  • TLS Certificate Lifecycle
  • IPAM Steward
  • Network Compliance Audit

Cloud and Enterprise Architecture

Design-time agents: blueprints, reviews, and migration planning grounded in the organization's own standards and reference architectures.

  • AWS Architecture
  • Azure Architecture
  • GCP Architecture
  • Multi-cloud Deployment
  • Landing Zone
  • Networking Design
  • Storage Design
  • Backup and Disaster Recovery
  • Migration Assessment (6R)
  • Well-Architected Review
  • TCO and Cost Modeling
  • Hybrid Connectivity Design
  • Solution Blueprint Generator
  • ADR Writer
  • Reference Architecture Librarian
  • License Optimization

Defend, detect, govern, and prove it

2 function groups · 43 agents

Security Operations

Around-the-clock triage, hunting, and response. Tier-1 triage agents run at T1; anything that isolates a host or disables an account requires a human gate.

  • SOC Analyst (Tier-1 Triage)
  • Threat Hunting
  • Threat Intelligence
  • Detection Engineering (SIGMA / KQL / YARA)
  • Vulnerability Management
  • Penetration Test Assistant
  • Malware Analysis
  • Phishing Triage
  • SIEM Investigation
  • SOAR Automation
  • Incident Forensics
  • Ransomware Response
  • Insider Threat
  • Attack Surface Management
  • Red Team Emulation
  • Purple Team Exercise
  • IAM
  • Identity Governance
  • PAM Review
  • DLP
  • Secrets Leak Detection
  • Cloud Security
  • CSPM
  • CNAPP
  • Container and K8s Security
  • Supply Chain Security (SBOM)
  • AI / LLM Security
  • Zero Trust Advisor
  • Security Awareness Training
  • Risk Assessment

Governance, Risk and Audit

Frameworks into evidence, evidence into audits. These agents make compliance continuous instead of an annual scramble.

  • Compliance Mapping (SOC 2 / ISO 27001 / HIPAA / PCI / FedRAMP)
  • Policy Drafting
  • Control Testing
  • Evidence Collection
  • Internal Audit
  • Third-party / Vendor Risk
  • Enterprise Risk Register
  • Regulatory Change Monitoring
  • Privacy (GDPR / CCPA / DSAR)
  • Data Protection Impact Assessment
  • Business Continuity and DR Planning
  • AI Governance (Model Risk / EU AI Act)
  • ESG Reporting

The data estate and the machinery of intelligence

2 function groups · 43 agents

Data Engineering and Analytics

Pipelines, quality, governance, and the analytics surface. SQL-writing agents run against read-only replicas with row-level security intact.

  • SQL Generation
  • ETL / ELT Pipeline
  • Data Quality
  • Data Governance
  • Data Lineage
  • Data Catalog and Discovery
  • Schema Design and Migration
  • dbt Model Generation
  • Pipeline Monitoring
  • Master Data Management
  • Data Contract Enforcement
  • BI Report
  • Dashboard
  • Anomaly Detection
  • Forecasting
  • A/B Test Analysis
  • Feature Engineering
  • Streaming Pipeline
  • Data Retention and Archival
  • Warehouse Cost Optimization

AI, ML and LLMOps

The platform operating on itself: model lifecycle, agent quality, safety, and spend. These agents gate what every other agent is allowed to become.

  • Agentic Workflow Design
  • Memory Architecture
  • Planning
  • Tool Calling
  • MCP Integration
  • Knowledge Graph
  • Vector Database
  • Embedding Quality
  • Prompt Optimization
  • Evaluation
  • Guardrails
  • Hallucination Detection
  • Model Selection and Routing
  • Fine-tuning
  • Synthetic Data Generation
  • Data Labeling QA
  • Model Monitoring and Drift
  • Experiment Tracking
  • Adversarial / Red-team Testing
  • Token Cost Optimization
  • Model Card and Documentation
  • Responsible AI Review
  • Agent Registry Governance

The functions that run the company

6 function groups · 100 agents

IT Service Management

The employee-facing service desk and the asset estate behind it. Deflection-first: resolve at T0-T1, escalate with full context.

  • Helpdesk
  • Ticket Routing
  • Password Reset
  • Access Requests
  • Asset Management
  • CMDB Steward
  • Endpoint Management
  • Patch Management
  • Software Provisioning
  • License Harvesting
  • Knowledge Article Generation
  • Major Incident Communication
  • Change Management (CAB)
  • Problem Management
  • IT Onboarding / Offboarding
  • Shadow IT Detection

Human Resources

Hire-to-retire. Screening and review agents carry bias-audit requirements in their eval suites as a deployment precondition.

  • Resume Screening
  • Interview Scheduling and Question Prep
  • Job Description Writer
  • Onboarding
  • Offboarding
  • Benefits Q&A
  • Policy Q&A
  • Learning and Development
  • Skills Assessment
  • Performance Review
  • Compensation Benchmarking
  • Workforce Planning
  • Employee Survey Analysis
  • Internal Mobility Matching
  • Leave and Absence Management
  • Employee Relations Case Triage
  • DEI Analytics

Finance and Accounting

Transaction processing through planning. Anything that moves money is T3: draft-and-approve only, full audit trail, four-eyes enforcement.

  • Invoice Processing
  • Expense Review
  • AP / AR
  • Collections
  • Reconciliation
  • Month-end Close
  • Revenue Recognition
  • Fraud Detection
  • Financial Forecasting
  • FP&A Scenario Modeling
  • Budget Variance Analysis
  • Cash Flow Management
  • Treasury Assistant
  • Tax Compliance
  • Audit Preparation
  • Financial Reporting (Board / 10-K)
  • Payroll Q&A
  • Carbon and ESG Accounting

Procurement and Supply Chain

Source-to-pay and plan-to-deliver. Supplier risk agents merge external signals with contract obligations from the legal corpus.

  • Supplier Discovery
  • RFQ / RFP Creation
  • Bid Evaluation
  • PO Automation
  • Spend Analysis
  • Contract Compliance
  • Supplier Risk Monitoring
  • Inventory Optimization
  • Demand Forecasting
  • S&OP Assistant
  • Logistics Routing
  • Shipment Exception Handling
  • Customs and Trade Compliance
  • Warehouse Slotting
  • Returns Logistics

Legal

Contracts, counsel, and discovery. Uses the graph-walk retrieval profile against a clause knowledge graph; privileged corpora are tenancy-isolated.

  • Contract Review
  • Contract Lifecycle Management
  • Clause Library Steward
  • NDA Triage
  • Obligation Tracking
  • Legal Research
  • Policy Analysis
  • Regulatory Filing
  • eDiscovery
  • Litigation Summarization
  • IP and Trademark Watch
  • Privacy Counsel Assistant
  • Outside Counsel Billing Review
  • Legal Compliance

Product, Project and Program Management

From product definition to portfolio delivery. Synthesis-heavy agents that turn meetings, feedback, and tickets into decisions and artifacts.

  • PRD Writer
  • User Story Generation
  • Backlog Grooming
  • Roadmap Synthesis
  • Competitive Analysis
  • User Research Synthesis
  • Usability Test Analysis
  • UX Copywriting
  • Design System Compliance
  • Beta Feedback Triage
  • Pricing and Packaging Analysis
  • Status Report Generator
  • Meeting Minutes and Actions
  • RAID Log Steward
  • Dependency Mapping
  • Resource Allocation
  • Schedule Optimization
  • Stakeholder Communications
  • Retrospective Facilitation
  • Portfolio Prioritization

Find, win, keep, and grow customers

3 function groups · 55 agents

Sales and Revenue Operations

Prospect to renewal. CRM-writing agents are T2; pricing approval workflows stay human-owned.

  • Lead Generation
  • Prospect Research
  • Outreach
  • SDR
  • Meeting Prep and Notes
  • Proposal Generation
  • RFP Response
  • Quote / CPQ
  • Deal Desk
  • CRM Update and Hygiene
  • Follow-up
  • Battlecards and Competitive Intel
  • Pipeline Forecasting
  • Territory Planning
  • Renewal and Upsell
  • Win / Loss Analysis
  • Sales Coaching
  • Commission Q&A

Marketing and Communications

Demand, brand, and comms. Generation agents draft against the brand corpus; publishing is always a human action or an approved automation with rollback.

  • Content Creation
  • SEO
  • GEO (Generative Engine Optimization)
  • Social Media
  • Ad Campaign
  • Email Campaign
  • Newsletter
  • Landing Page
  • Video Generation
  • Webinar and Event Marketing
  • Product Launch
  • Brand Monitoring
  • PR and Press Release
  • Crisis Communications Draft
  • Market Research
  • Persona Development
  • Creative Brief
  • Marketing Analytics and Attribution
  • Content Localization
  • Influencer Vetting

Customer Experience and Support

Every support channel plus the analytics behind them. Deflection with dignity: grounded answers, cited sources, clean handoff with full context when escalation is right.

  • Tier-1 Support
  • Live Chat
  • Voice Agent
  • Call Center QA
  • Email Response
  • Order Status
  • Returns and Refunds
  • Customer Onboarding
  • Knowledge Base Authoring
  • CRM Hygiene
  • Sentiment Analysis
  • Escalation Prediction
  • Churn Risk
  • CSAT / NPS Analysis
  • Voice of Customer Synthesis
  • Multilingual Support
  • Community Moderation

Specialized agents for regulated and domain-specific work

6 function groups · 61 agents

Healthcare and Life Sciences

Clinical, administrative, and research workflows. FHIR R4/R5-aware retrieval; clinical suggestion agents are decision support, never autonomous diagnosis.

  • Clinical Documentation
  • Medical Coding
  • FHIR Interoperability
  • Patient Intake
  • Patient Scheduling
  • Care Coordination
  • Prior Authorization
  • Claims Adjudication Support
  • Denial Management
  • Clinical Trial Matching
  • Drug Interaction Check
  • Population Health Analytics
  • HEDIS / Quality Measures
  • Telehealth Triage
  • Medical Research Assistant

Financial Services and Banking

Regulated money movement and market-facing work. Every decision-support output carries model-risk documentation per SR 11-7-style governance.

  • KYC / AML Screening
  • Transaction Monitoring
  • Sanctions Screening
  • Credit Underwriting Support
  • Loan Processing
  • Regulatory Reporting
  • Trade Surveillance
  • Portfolio Research
  • Wealth Advisory Assistant
  • Dispute Resolution

Insurance

First notice of loss through subrogation. Adjudication agents recommend; adjusters decide above defined thresholds.

  • Claims Intake (FNOL)
  • Claims Adjudication Support
  • Underwriting Assistant
  • Policy Servicing
  • Fraud SIU Support
  • Subrogation Identification
  • Actuarial Assistant
  • Quote Comparison

Retail and E-commerce

Catalog to conversion. Pricing agents operate inside guardrail bands with margin floors enforced by policy, not prompt.

  • Product Catalog Enrichment
  • Dynamic Pricing
  • Recommendation
  • Inventory Replenishment
  • Merchandising
  • Marketplace Listing
  • Storefront SEO
  • Review Analysis
  • Cart Recovery
  • Loss Prevention Analytics

Manufacturing, Energy and Industrial

OT-adjacent agents are strictly read-only against historians and SCADA exports; nothing on this platform writes to a control system.

  • Predictive Maintenance
  • Quality Inspection Analysis
  • OT / ICS Security Advisor
  • HSE Compliance
  • Asset Performance Management
  • Field Service Dispatch
  • Digital Twin Q&A
  • Energy Load Forecasting
  • Production Scheduling
  • Root Cause (8D) Analysis

Public Sector and Defense

Cleared-environment patterns: IL-appropriate hosting, CUI handling, and FedRAMP-aligned controls from the GRC corpus. Air-gapped model options via the gateway.

  • FOIA Processing
  • Grants Management
  • RMF / ATO Documentation
  • Export Control (ITAR / EAR)
  • Citizen Services Assistant
  • Case Management
  • Acquisition Compliance (FAR / DFARS)
  • Benefits Eligibility Screening

The widest lens, the strictest access control

1 function group · 14 agents

Executive Copilots and Strategy

Per-role copilots plus the strategy functions that serve the whole leadership team.

  • CEO Copilot
  • CFO Copilot
  • CIO Copilot
  • CTO Copilot
  • CISO Copilot
  • COO Copilot
  • CHRO Copilot
  • Enterprise Knowledge Assistant
  • Board Briefing Generator
  • M&A Due Diligence
  • Competitive Intelligence
  • Strategy and OKR Tracking
  • Investor Relations Q&A
  • Crisis Communications

Every agent is a first-class principal

4 function groups · 32 agents

Agent Identity and Credentialing

First-class identity per agent instance. Attestation binds a running workload to its registry entry; every credential is short-lived and issued by the broker, never checked into code or config.

  • Agent Identity Registrar
  • SPIFFE / SPIRE Attestation
  • Workload Identity Federation
  • Ephemeral Credential Broker
  • mTLS Certificate Lifecycle
  • Static Key Elimination
  • Service Account Inventory
  • Identity Drift Detection

Delegation and Authorization

Every action an agent takes on a user's behalf carries a verifiable delegation chain: token exchange at the boundary, purpose binding on the grant, and scoped tool permissions evaluated at a policy decision point on every call.

  • OAuth Token Exchange (RFC 8693)
  • On-Behalf-Of Chain Builder
  • Scoped Tool Grants
  • Purpose and Consent Binding
  • Just-in-Time Access
  • Policy Decision Point (OPA / Cedar)
  • Entitlement Review
  • Delegation Depth Limiter

Non-Human Identity Governance

Agents multiply non-human identities faster than quarterly reviews can catch. Continuous discovery, ownership attribution, rotation enforcement, and joiner-mover-leaver lifecycle applied to machines the same way it is applied to people.

  • NHI Discovery and Inventory
  • Orphaned Credential Sweeper
  • Secret Sprawl Detection
  • Rotation Enforcement
  • Agent Joiner-Mover-Leaver
  • Ownership Attribution
  • Least-Privilege Right-Sizing
  • Blast Radius Scoring

Identity Threat Detection and Response

Runtime defense for agent identities: detect impersonation, token theft and replay, confused-deputy patterns, and privilege escalation, then revoke fast through kill switches wired into the model gateway.

  • Agent Session Ledger
  • Impersonation Detection
  • Token Theft and Replay Detection
  • Confused Deputy Guard
  • Privilege Escalation Monitor
  • Anomalous Delegation Alerting
  • Identity Threat Hunting (ITDR)
  • Kill Switch and Revocation

Ready to see which agents fit your stack?

A 30-minute discovery call to scope the highest-value, lowest-risk agents first — usually T1 read-and-report — then graduate autonomy as trust builds.