AI Agent Fleet

16 agents deployed.
200+ agent roadmap in progress.

Remedy's agents use a standardized createAgentHandler architecture, are logged in agent_run_logs and agent_mcp_logs, and support up to 500 events/hour for critical workloads. Provider-agnostic via the RemedyLLM service — each agent uses the optimal model for its task.

16
Deployed Today
200+
Agent Roadmap
10+
LLM Providers
500/hr
Max Event Rate
Deployed Agents

16 agents live in production.

Each agent follows the standardized createAgentHandler pattern, with full run logging and sequential dependency build order — earlier agents feed data into later ones.

AI-Powered · OpRisk P&G

SCADA Anomaly Detection

Pressure/temp/flow anomaly detection with configurable deviation thresholds, risk ranking, and conversational Q&A on operational data.

AI-Powered · OpRisk P&G

Production Optimization

Well uplift estimation, underperforming well diagnosis, and production opportunity identification across the asset portfolio.

AI-Powered · OpRisk P&G

Predictive Integrity

Remaining Useful Life forecasting for pipeline and equipment assets with 30/60/90-day degradation outlook.

AI-Powered · OpRisk P&G

PSE Analysis

API RP 754 Process Safety Event trend analysis, root cause pattern identification, and Tier 1–4 leading indicator monitoring.

AI-Powered · RegRPT

Regulatory Filing Compiler

Auto-compiles PHMSA Annual Reports, State Production Reports, and EPA Subpart W GHG filings from structured data.

AI-Powered · RegRPT

RegRPT Validation

7-rule-type validation engine with AI fix recommendations and auto-issue creation for failed validation rules.

Rule-Based · RegRPT

Penalty Calculator

Daily penalty exposure monitoring at $266k/day PHMSA rates with escalating notifications and trend visualization.

Rule-Based · RegRPT

Auto-Create Instances

Automatic filing cycle generation with collision-proof IDs for recurring regulatory reporting obligations.

AI-Powered · BCP/DR

Tabletop Exercise

Scenario generation for Cyber, Natural Disaster, Pandemic, and Vendor Failure BCP/DR tabletop exercises.

AI-Powered · BCP/DR

Recovery Orchestration

Disaster declaration coordination, communication cascades, and system recovery sequencing at 500 events/hr.

AI-Powered · InfoSec

Incident Response Orchestrator

Parallel workstream coordination across containment, evidence preservation, investigation, and recovery.

AI-Powered · InfoSec

Threat Detection

15-minute CVE/IOC correlation against internal attack surface with CVSS/EPSS weighted prioritization.

AI-Powered · InfoSec

Compliance Scanner

CIS Benchmark and DISA STIG baseline auditing with auto-remediation for eligible configuration deviations.

AI-Powered · TPRM

Vendor Risk Scoring

Weighted multi-factor vendor risk assessment: Security 30%, Financial 25%, Compliance 20%, Operational 15%, Technology 10%.

AI-Powered · MRM

Model Drift Detection

Weekly PSI threshold monitoring for AI/ML model drift with automated alerts when degradation exceeds thresholds.

GPT-5 / AI-Powered · All Modules

Enterprise Copilot

Context-injected AI assistant with full conversation memory, tool call citations, and feedback tracking across all 18 modules.

Agent Architecture

Standardized. Observable. Scalable.

createAgentHandler

Every agent uses the same standardized utility pattern — consistent initialization, error handling, and response formatting across all 16 deployed agents.

Full Observability

All agent runs logged in agent_run_logs and agent_mcp_logs with input/output, latency, token usage, and error tracking.

Rate Limiting

Per-user and per-tenant configurable thresholds. Critical event agents support up to 500 events/hour with burst handling.

Sequential Build Order

Agents are deployed in dependency order — earlier agents feed structured outputs into downstream agents.

200+ Agent Roadmap

67 new agents across 7 expansion categories.

The roadmap includes 87 core agents and 200+ agents overall — covering cross-module orchestration, industry compliance, AI governance, board reporting, data privacy, and continuous monitoring.

11 agents8 P1

Cross-Module Orchestration

Chain workflows end-to-end across Risk, Audit, Compliance, and Incident modules

12 agents4 P1

Industry-Specific Compliance

HIPAA, NERC CIP, PCI DSS v4.0, SOX, FDA cGMP, ITAR, FedRAMP, BSA/AML, DORA and more

9 agents

AI & Emerging Technology

Carbon tracking, TCFD climate risk, supply chain risk, scenario analysis and stress testing

8 agents6 P1

AI Governance & Ethics

Bias detection, EU AI Act compliance, model performance monitoring, explainability

8 agents5 P1

Executive & Board Reporting

Board packages, regulatory filings, Audit Committee prep, regulatory exam prep

9 agents8 P1

Data Privacy & Global

GDPR orchestration, DSAR automation, cross-border transfers, privacy breach assessment

10 agents9 P1

Continuous Monitoring

Always-on control testing, SOD conflict monitoring, configuration compliance, drift detection

See the agents work in real time.

Request a live demo and watch Remedy's agents autonomously handle a compliance scenario end-to-end.