Built for production. Not demos.
Amazon Bedrock Foundation Models
Claude 4.x (Opus 4.6, Sonnet 4.6) and Mythos preview, Titan, Llama 3, and Mistral — all running inside your own AWS account. Your data never leaves your environment.
LangGraph Multi-Step Workflows
Complex, stateful AI workflows with branching logic, human-in-the-loop checkpoints, and automatic retry handling.
Knowledge Bases & RAG
Connect your internal documents, policies, and databases to your AI agents via Amazon Bedrock Knowledge Bases and RAG pipelines.
MCP Integrations
Model Context Protocol integrations with Jira, Salesforce, ServiceNow, Slack, and custom internal APIs.
AgentCore Governance & Policy Controls
AgentCore Policy Controls (GA) for fine-grained, centralized control over agent-tool interactions — without modifying agent code. AWS Agent Registry for governed multi-agent discovery at scale.
Guardrails & Safety
Amazon Bedrock Guardrails for content filtering, PII redaction, and topic restrictions. AgentCore Evaluations for continuous quality monitoring in production.
MLOps & Lifecycle Management
Model versioning, A/B testing, performance monitoring, and automated retraining pipelines via SageMaker MLOps.
AI agents we shipped to production.
Claims Processing
Auto-approve claims within threshold, flag edge cases for human review, detect fraud patterns in real time.
Background Verification
Document classification, identity validation, and compliance checks — automated end to end.
Compliance Copilot
Document expiry detection, staff compliance alerts, and intelligent resource allocation recommendations.
Loan Management
Real-time loan portfolio tracking, repayment monitoring, and risk scoring — replacing manual spreadsheets.
Booking Automation
Conversational AI that generates quotes, captures leads, and sends confirmations — 24/7.
Custom Agent
Tell us your use case. We'll design, build, and deploy a production-grade agent in 8 weeks.
95% of AI agent projects fail to reach production.
The bottleneck isn't the model. It's governance, security, and architecture.
Sources: Gartner (2026), AWS Weekly Roundup April 2026