Start & Scale your Agentic AI Journey on AWS with Sia

Typical agentic stack

Orchestration: AgentCore-compatible framework (Strands, LangGraph, etc.)

LLMs: Curated model selection from the Bedrock model catalog in the target region, Custom Models imports, or self-hosting on EC2

Knowledge Base: Appropriate data source for the use case (Bedrock knowledge base, OpenSearch, Aurora, Pinecone, S3 Vectors, etc.)

Connectors: Tools and actions for agent to interact with company’s software and datalake.

End‑to‑end method

Discovery – Business-centric workshop, data/intent audit, risk & compliance review, value framing and use case prioritization. We leverage dual expertise with both business experts (Strategy & Management Consulting Business Line) and engineers (AI, Data & Quantitative Business Line) to ensure a sharp focus on use case alignment with business strategy.

Design – Evals metrics, reference architecture incl. toolization strategy, business validation requirements (I/O guardrails, HITL thresholds, etc.), data residency requirements.

Implement prototype – Evals datasets, Python-based agent, model selection, knowledge bases, and minimal systems/APIs integration for working prototype.

Scale – Deeper systems integration, external compliance audit, continuous deployment flow, cost controls, SLOs.

Optimize – Post‑deployment support, drift & safety reviews, roadmap for additional agents and domains.

Main Use Cases

We have deployed across clients a fleet of specialized AI agents built on domain expertise to solve business problems across compliance, legal, marketing, sales, HR, finance, IT, and industry-specific contexts like banking, insurance, construction, and retail. Solutions streamline compliance monitoring, reduce legal workload, improve audit readiness, optimize marketing ROI, and support innovation with privacy-preserving data. Their outputs—summaries, alerts, recommendations, and reports—help organizations cut costs, manage risks, and accelerate decisions.

Here is a list of our on-the-shelf AgentCore solutions. 

Compliance & Legal:

RegMatcher, Compliance Analyzer, Contract Validator – compare regulations, policies, and contracts to flag risks and gaps.

RegReview Navigator & Change Monitor – retrieve and track regulatory updates, keeping knowledge bases current.

Compliance Advisor & Legal Clause Extractor – interactive Q&A and automated clause identification to speed legal research and reviews.

Data & Technology:

Synthetic Data Generator – creates GDPR-compliant synthetic datasets, enabling safe AI model training.

Code migration - defines unit and end-to-end tests to validate and interact with the Agent proposed code translations.

Marketing & Sales:

Advertising Campaign Enhancer – analyzes ad performance and recommends specific strategy or budget optimization.

We are working on various AWS infrastructures (Bedrock, Q, SageMaker...) and our products rely on differents AWS services when creating and deploying a platform or a software for a customer.