AI Engineering

Research performs deep research on a topic by simulating a multi-step research process and returning a comprehensive result. Use it when an agent needs to investigate a subject thoroughly.

Prepares negotiation goals, settlement corridors, and escalation paths for AML, KYC, and money laundering prevention under German law. Use when facing regulatory inquiries or enforcement actions.

Guidance on recognition and service consequences for conscientious objection and military service in Germany. Checks deadlines, forms, jurisdiction, and legal recourse, and provides a risk assessment with immediate action steps.

Structures analysis of German AGB clauses, mapping facts, norms, burdens of proof, counterarguments, and next steps. Delivers an interface map for collision, jurisdiction, and evidence questions.

Analyzes budget law documents for BHO §114 discharge, organizes evidence, identifies gaps, and provides checkpoints, risks, and next steps.

Analyzes Digital Services Act (DSA) and Digital Markets Act (DMA) compliance, evaluates evidence and gaps, and generates a burden-of-proof and substantiation matrix.

Checks obligations and legal remedies for farms in nitrate-polluted or eutrophic areas under German fertilizer laws, distinguishing general limits from area-specific measures, and incorporating the 2025 Federal Administrative Court rulings.

Provides structured legal assessments for influencer merch drops and e-commerce withdrawal rights, including deadlines, responsibilities, evidence requirements, and risk alerts with immediate action steps.

Analysiert das Stimmrecht der Insolvenzgläubiger nach §237 InsO. Prüft Fristen, Zuständigkeiten und Rechtsmittel und liefert eine Risikoampel mit Sofortmaßnahmen für Insolvenzrechtssachverhalte.

Agent Design Review evaluates an LLM agent architecture to find where it will be unreliable, expensive, or unsafe, and gives prioritized fixes. Use it when reviewing agent designs, debugging loops, or hardening an agent before launch.

Agent Era Pricing redesigns seat-based pricing for the agent era, when one human runs many agents. Agent Era Pricing outputs a migration plan with value metric, fences, agent-tier design, cannibalisation math, and a phased migration.

Agent Hiring Panel applies hiring discipline to AI agents: write a role spec, run structured work-sample interviews on real tasks, check references, and set probation KPIs and termination criteria before day one. Use it when choosing between AI agents, tools, or copilots for a job, or formalizing an AI pilot.