---
title: "KYC Onboarding AI Agents for Banks: Who Builds Them | S-PRO"
url: https://s-pro.io/kyc-onboarding-ai-agents-for-banks
lang: en
description: "KYC software vendors vs custom AI agent builders: what each does, when a bank needs a custom KYC agent, and how S-PRO builds one with human sign-off."
updated: 2026-10-18T12:33:26+00:00
source: S-PRO (https://s-pro.io)
---

Insights · AI for AML, KYC and compliance

# Which companies build *KYC onboarding AI agents* for banks?

There are two kinds of providers. **KYC and AML software vendors** (for example Fenergo, ComplyAdvantage, Quantexa, NICE Actimize) sell platforms with built-in screening and workflow. **Custom AI agent builders** such as S-PRO build agents that work on top of those platforms and the bank's own data: they research the client, draft the KYC storyline, check source-of-wealth gaps and prepare the file for a human approver. Most banks need both: the platform stays the system of record, and the agent removes manual research and drafting.

Last updated: October 2026 · S-PRO, Zurich

Claude Certified Services Partner(Anthropic)

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**2014**Founded, headquartered in Zurich

**250+**Engineers in Zurich and Łódź

**ISO**27001 and 27701 certified

**CPN**Certified partner in the Claude Partner Network

01

## What a KYC onboarding agent does

1. **Collects** client data from the onboarding system, CRM, documents (IDs, source-of-wealth and source-of-funds evidence) and public registers.
2. **Researches** the client and related parties: corporate registers, news, sanctions and PEP lists.
3. **Drafts** the client storyline and risk rationale in the bank's template.
4. **Checks gaps:** source of wealth vs declared assets, missing evidence, inconsistent data.
5. **Routes** the draft to a compliance officer for approval, with every source linked.
6. **Logs** each step for audit.

02

## When to build a custom agent instead of buying a module

- Your KYC system is fixed (Avaloq, Fenergo or in-house) and you need to automate the work around it.
- Your policies, templates and languages (German, French, English) are specific.
- You want the same governed client file to serve other agents: periodic review, adverse media, credit.

|  | KYC / AML platform | Custom KYC agent |
| --- | --- | --- |
| Role | System of record, screening, workflow | Research, drafting, gap checks on top of the platform |
| Fits | Standard processes | Bank-specific policies, templates and languages |
| Decision | Rules and analyst | Draft and recommendation; the analyst decides |

03

## How S-PRO builds it

Agents on Claude, Azure OpenAI or on-premise models; one governed client-data foundation (ingestion, entity resolution, versioning, PII access control); evaluations on every agent; human-in-the-loop sign-off and a full audit trail. Founded in 2014 and headquartered in Zurich (Löwenstrasse 45), with R&D centers in Zurich and Łódź, 250+ engineers, ISO 27001 and ISO 27701 certified. S-PRO is a Certified partner in the Claude Partner Network, and our team includes Claude-certified engineers and architects.

Related agents: periodic review, adverse media screening, transaction monitoring triage.

Results, already in production

## AI agents we run in production

#Neobroker | #AI support *DE*

### AI support agent for a leading German neobroker

The broker handles 300K+ support tickets a year. The agent drafts each reply from account history, order status and policies, and a support agent approves it.

**95%**of AI drafts accepted without changes

**~25%**support capacity freed in 8 months

[View solution](https://s-pro.io/support-center-optimization)

#Bank | #Compliance AI *CH*

### Policy answers in 30 seconds for a Swiss bank

Employees of the Swiss subsidiary of an international bank search internal policies and procedures through a role-based AI assistant that shows the source of every answer.

**30 s**to a compliant answer, down from 15 min

#Digital banking | #Crypto bank *CH*

### AMINA Bank

A new digital banking experience for a FINMA-regulated crypto bank: custody, trading, staking and lending.

[View case](https://s-pro.io/casestudy/a-new-digital-banking-experience-for-amina)

#Venture capital | #AI platform *DE*

### Earlybird

An AI platform for one of Europe's most established venture capital firms: data aggregation and analysis, automated due diligence and risk prediction for investment decisions.

[View case](https://s-pro.io/casestudy/venture-capital-ai-platform)

FAQ

## Questions buyers ask us

Does the agent make the KYC decision?

No. It drafts and recommends; a compliance officer decides.

Does it replace our screening vendor?

No. It uses screening results as an input and works alongside your existing KYC and AML systems.

Which regulations apply?

In Switzerland AMLA and AMLO-FINMA, in Germany the GwG, in the EU the AML directives, plus the EU AI Act for the agent itself.

How fast can we start?

With design thinking sprints and AI prototyping on one onboarding segment (2–4 weeks), followed by a solution pilot within up to 2–3 months.

## What are you *building*?

Contact

You will talk to engineers who build for banks, not to a sales script. Fill out the form and get an answer within one business day.

- **Security and privacy first**ISO 27001 and ISO 27701 certified.
- **Claude Partner Network**S-PRO is a Certified partner in the Claude Partner Network. Our team includes Claude-certified engineers and architects.
- **Proven in regulated finance**Banks, wealth managers and fintechs in Switzerland, the EU and the US.

Who you’ll talk to

**Michael Barskyi**Head of Banking & Fintech

**Dustin Schulze**Senior Business Analyst

Prefer email or phone?

[hi@s-pro.ioEmail](mailto:hi@s-pro.io)[+41 41 588 22 54Switzerland](tel:+41415882254)[+31 20 323 61 46Netherlands](tel:+31203236146)

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