01
Understand
One task. A clear goal.
We establish the starting point, owners and intended output.
Claude in practice
Integrate the Claude API: from prototype to dependable workflow
We connect Claude to your application and develop data contracts, quality checks and failure paths for its specific use.
WERKVERSTAND / CONNECTING INTELLIGENCE
The essential answer
A Claude API integration involves more than a model call. Werkverstand plans inputs, outputs, access, budgets and handling of incomplete or refused responses.
From idea into operations
A clear next step.
You know what is being built, how it is checked and who takes over.
02
Assess
Ask the right questions first.
Data, permissions, quality and effort shape the right approach.
03
Connect
Components become a workflow.
We build, test and document the agreed process.
04
Operate
Make it dependable every day.
Your team takes over with approvals, fallback and clear ownership.
Define the business contract before the prompt
We specify allowed inputs, required outputs and decisions that remain outside the model. For document extraction, this contract includes required fields, source locations and unknown values. The model proposes a result; the application validates it before data reaches downstream systems.
Choose model access and infrastructure deliberately
API access is treated separately from personal chat subscriptions. We select an available model route and review its current interface. The application stores credentials server-side. Development, test and production use separate configurations so a test cannot change real business data.
Build failure, limit and retry behavior alongside the feature
Scope includes output validation, bounded retries and a visible fallback. If a model refuses, a source is missing or the budget is exhausted, the application must respond understandably. External writes receive duplicate protection. Tests cover these failures as well as the successful path.
Hand over test cases and cost ownership
You receive implementation, configuration, test cases and an operating record. A named owner reviews samples and model changes. The test set remains the baseline for new versions. The AI system check establishes whether a custom API connection is needed, considering existing tools as potentially simpler alternatives.
Keep it verifiable
Primary sources
- Anthropic: Choose a Claude planSource checked:
- Migrating to Claude Fable 5.1Source checked:
The next sensible step
Start the AI system check
Eight steps from a general interest in AI to a clearer decision for your business.
Start AI System CheckFreeProvider-neutralNo credentials
Continue exploring
The next good question.
Claude API key and costs
Claude API key and costs. A practical guide with a controlled workflow, clear operating boundaries and testable decision criteria.
Explore
Claude Fable 5.1: what changes for business
Assess Fable 5.1: use cases, model selection and a migration test for existing Claude workflows. Checked 6 September 2026.
Explore
Your knowledge. Your systems. Connected with purpose.
AI Integration: permissions, MCP/API architecture, tests and operating manual. Werkverstand supports selection, implementation and handover for your team.
Explore
Which AI system fits your business?
The free AI System Check evaluates five business dimensions and identifies readiness, risks and useful next steps for your company.
Explore