Claude agent engineering
Single- and multi-agent systems built with the Claude Agent SDK, tool use and MCP, with planning, memory and human-approval steps.
- Agent SDK
- Tool use
- MCP
Claude
Anthropic · Claude services
Put Claude to work across your enterprise, safely.
Skugal is an AI engineering services firm. We advise on, implement and run Claude-powered agents, copilots and knowledge systems for clients, with a focus on financial services and other regulated industries.
- Services
- Advisory · Implementation · Managed AgentOps
- Access routes
- Claude API, Amazon Bedrock, Google Vertex AI, Microsoft Foundry
- Industry focus
- Banking, insurance, capital markets, compliance
What we deliver
Claude services, end to end.
From the first use case to a portfolio of agents in production, we cover the full lifecycle of a Claude deployment.
Knowledge & document AI
Long-context analysis, citations and retrieval over policies, contracts, filings and case files, with entitlement-aware RAG.
- Citations
- RAG
- Long context
Claude Code enablement
Rolling out Claude Code to engineering teams: secure setup, repository conventions, MCP integrations, CI review flows and training.
- Claude Code
- Dev workflows
- Training
Deployment on your cloud
Claude through Amazon Bedrock, Google Vertex AI or Microsoft Foundry, inside your network, identity and logging controls.
- Bedrock
- Vertex AI
- Foundry
Evaluation & safety
Prompt and system design, golden datasets, red-team suites, guardrails and regression gates before every release.
- Evals
- Red teaming
- Guardrails
Managed AgentOps
Production monitoring, cost and latency optimisation, model upgrades across Claude releases, and continuous improvement under SLA.
- Observability
- Cost
- Upgrades
Claude, wherever your data lives
One model family, four ways in.
We pick the access route that fits your data, procurement and compliance setup, and keep the architecture portable.
- Claude APIDirect access with the newest features first. Ideal for product teams and fast-moving pilots.
- Amazon BedrockClaude inside your AWS accounts, with IAM, PrivateLink, KMS and CloudTrail, alongside Bedrock AgentCore, Knowledge Bases and Guardrails.
- Google Vertex AIClaude from Vertex AI Model Garden with VPC Service Controls, CMEK and BigQuery grounding.
- Microsoft FoundryClaude alongside Azure OpenAI in Foundry, with Entra ID, Purview and integration into Microsoft 365 and Teams.
Financial services focus
Where Claude earns its keep in FSI.
Claude’s long-context reasoning, careful instruction-following and citations make it a strong fit for document-heavy, regulated workflows.
- AML & KYC investigationAgents gather customer, transaction and adverse-media context and draft cited case narratives for analyst approval.
- Credit & underwritingDraft credit memos and underwriting summaries from financials and policy, with exceptions flagged.
- Claims & servicingTurn FNOL, broker submissions and correspondence into structured, decision-ready files.
- Research & advisoryResearch copilots over filings, transcripts and internal notes, scoped to each user’s entitlements.
- Regulatory changeMap new rules and circulars to policies and controls, and draft impact assessments for review.
Case study · Built with Claude
Pinpole: we built it with Claude.
An AI workspace that designs, simulates and deploys AWS, Azure, GCP and Cloudflare architectures. Engineered with Claude Code, powered by the Claude API, and tested with Claude Desktop through its MCP server.
- Claude CodePrimary engineering environment for the product
- Claude APIAI Architect, diagram vision, recommendations and IaC refinement
- Claude DesktopEnd-to-end testing of the Pinpole MCP server
Markets & industries
Where we deliver Claude.
Led from North America and delivered across Europe and Asia, with financial services as our deepest specialism.
Markets
Primary marketNorth America
Also serving
- Europe
- India
- Asia-Pacific
- Japan
- Korea
Industries
Primary focusFinancial Services
Also serving
- Healthcare & Life Sciences
- Retail & Consumer Products
- Telco
- Tech & Digital Natives
- Education
- Government & Public Sector
How we work with Claude
PrimaryClaude-powered solutions for enterprises
Also
- Advisory, technical and managed services around Claude
- Cloud platform integration on Amazon Bedrock and Google Vertex AI
- Applications built on the Claude API
How we serve clients
Advise. Build. Run. On Claude.
We’re a services firm. Clients engage us for advice, for delivery, or to operate their AI systems long term, and most start with one and grow into all three.
Advisory
Use-case discovery, architecture and platform selection, AI governance design and business cases.
- Discovery sprint
- Architecture review
- Governance design
Implementation
Production agents, copilots and RAG systems, integrated with your systems of record and delivered with evals and security review.
- Governed pilots
- Production builds
- Integrations
Managed services
AgentOps after go-live: monitoring, eval regression, cost optimisation, model upgrades and continuous improvement under SLA.
- AgentOps
- Model upgrades
- SLA support
Responsible deployment
Built the way regulated clients need.
Every Claude system we deliver comes with the controls and paperwork your risk, security and compliance teams will ask for.
- Human approval for actions that move money, change records or contact customers
- Scoped, audited tools through MCP servers. Agents never get standing production access.
- Full trace of prompts, retrievals, tool calls and approvals for audit and replay
- Evaluation and red-team suites run before launch and on every model or prompt change
- Model cards and validation evidence structured for model-risk review
- Delivered by an ISO 9001:2015 certified organisation
Next step
Planning a Claude rollout?
Bring one workflow. We’ll come back with the architecture, the risks and a pilot plan on the Claude access route that suits you.