Custom AI Agents
Complete Intelligent Systems — Systems That Think, Decide, and Improve
We design and build applied AI agents for specific business processes. No marketing fluff: real integrations, clear logic, measurable results. Global delivery, tech stack tailored to your needs.
Benchmarks & SLOs
Quick Answers
What is a custom AI agent for regulated industries?
A production service that observes data, invokes tools, and makes bounded decisions under explicit policies, KPIs, and audit controls. Built privacy-by-design.
Are you GDPR/HIPAA-ready?
Yes. Role-based access, data minimization, encryption, comprehensive logging, and audit trails mapped to GDPR/HIPAA controls.
How to avoid GDPR fines for AI systems?
Do quarterly audits, keep rigorous decision logs, train on GDPR-approved data, and enable real-time monitoring with breach alerts.
FinTech examples
AML/KYC automation, transaction monitoring, regulatory reporting with explainable decisions.
Medical examples
PHI-safe document processing, clinical note summarization, intake triage with access controls.
Industrial examples
Industrial IoT safety, predictive maintenance with guardrails, edge audit logging for compliance.
Telecom examples
Customer ops automation, large-scale fraud detection, PII-safe assistants with retention policies.
Starter Kits
Fintech AML/KYC Kit
How To:
- • Ingest KYC documents via secure pipeline
- • Screen sanctions/PEP lists and adverse media
- • Generate explainable risk scores
- • Route escalations to reviewers with RBAC
- • Log decisions for RoPA/DPIA
- • Export auditor-ready evidence
Outcomes:
- • Approval lead-time ↓2–4 weeks
- • Auditor-ready evidence in minutes
Healthcare PHI Agent
How To:
- • Detect and classify PHI/PII
- • Apply redaction/minimization policies
- • Encrypt in transit/at rest
- • Route with approvals and access logs
- • Retain per policy; purge on schedule
- • Export audit trails
Industrial Ops Agent
How To:
- • Ingest telemetry and events
- • Detect anomalies and trigger alerts
- • Execute first-line remediation playbooks
- • Escalate with context and approvals
- • Record immutable audit logs
- • Publish SLO dashboards
Sales/CRM Agent
How To:
- • Retrieve customer context (RAG)
- • Enforce policies/guardrails on actions
- • Log decisions and recommendations
- • Sync updates to CRM with approvals
- • Monitor quality metrics
- • Continuously improve prompts/tools
What We Actually Do
End-to-end AI agent systems designed specifically for regulated industries, ensuring seamless compliance and measurable business outcomes.
Agents vs Chatbots vs RPA vs LLM apps
| Capability | Agents | Chatbots | RPA | LLM apps |
|---|---|---|---|---|
| Observability & auditability | + | − | − | − |
| Workflow control & approvals | + | − | − | − |
| Compliance evidence | + | − | − | − |
| Integration depth | + | − | + | − |
| SLOs (quality/latency) | + | − | − | − |
| TCO at scale | + | − | − | − |
Deliverables
Deployed Agent Systems
Production-ready agents in your infrastructure, integrated with existing systems.
Complete Documentation
Architecture diagrams, operational playbooks, maintenance instructions, and decision transparency through comprehensive logging.
Quality Metrics
Operational SLO/KPI dashboards, performance monitoring, and continuous quality control mechanisms.
Knowledge Transfer
Your team trained to manage, maintain, and evolve the agent systems independently.
Process
Rapid, secure, and fully transparent AI deployment from discovery to production readiness in under 12 weeks.
Discovery
- • Define goals, integrations, and KPIs
- • Assess risks, regulatory scope, and technical constraints
- • Create architecture blueprint (privacy-by-design)
PoC / MVP
- • Build prototype with bounded scope and controls
- • Test with real data/workflows; PHI/PII safeguards
- • Validate approach; refine requirements and risks
Production
- • Harden decision logic and guardrails
- • Complete integrations, security, and access control
- • Deploy observability, audit logs, and documentation
Typical Use Cases
Ideal for fintech compliance automation, medical data privacy, industrial IoT safety, and regulated telco environments.
Architecture Flexibility
Investment Levels
Discovery & Architecture
CHF 15,000Analysis, architecture package, integration plan, risk and budget assessment
PoC Agent
CHF 40,000Prototype of one agent, 1-2 integrations, basic logic, observability
Production Agent
CHF 90,000-150,000Production-ready agent, 3+ integrations, security, monitoring, documentation
Annual SLA
CHF 25,000-60,000/yearSupport, model updates, quality improvements, priority response
Pricing is indicative and depends on scope, number of integrations, and security requirements. All projects are estimated individually.
What We Need From You
Agent Pipeline Orchestration
On request, we develop complete agent pipelines to orchestrate entire departments or processes. For large-scale implementations, this is scoped as a separate project.
Ready to Build Intelligent Systems?
Let's discuss your specific requirements and design agents that actually understand your business. No generic solutions — only systems built for your exact needs.