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An orchestration agent, scoped with you before it is priced. This agent coordinates several specialised agents. Its orchestration follows your actual workflows — which is why it is scoped with you rather than bought off the shelf. We establish the scope together, then the quotation commits it. The journeys described below form the scope that this review refines and the quotation commits. The specialised agents it coordinates can be ordered today. Request a quote
● Business offer — Banking, finance & insurance

The AI agent for banking, finance & insurance: follow-ups, compliance, customer relations

Chasing unpaid premiums, level 1 customer questions, searching through complex products, qualifying requests: a considerable share of your teams' time goes into repetitive tasks — without being the value the customer perceives. Your AI agent absorbs that work. Hosted in France — on local inference or an isolated resource — financial and personal data stays under control. The professional keeps the decision.

Hosted in France Financial data protected GDPR & AI Act: governed deployment Human oversight

Updated on

Deployed in a few weeks
Banking & insurance assistant · hosted in France
Prepare the follow-up for the 28 insurance premiums unpaid for more than 30 days, and flag the sensitive files for an adviser to handle.
28 files analysed. 23 follow-ups scheduled in a multichannel sequence (email + text message), restating the policy and the payment method. The text message carries no amount and no payment link: it invites the customer to use your account area as they usually do.
5 files set aside: 2 customers with a claim in progress, 1 direct debit rejected for a closed account, 2 open complaints. I am leaving those to an adviser.
Sequences ready — for approval before sending.
⛓ Sourced · your management system + the policy payment schedule
The direct debit rejected for a closed account — what is the risk?
Signal to verify: the debit account has changed twice in three months and the latest IBAN does not match the policyholder. Recommendation: suspend any further attempt and confirm identity through a known channel (risk of fraud on a change of bank details).
I am preparing a check record for the adviser, for your approval.
✎ Action · record ready for review — the adviser decides
Local inference · no data outside the EU
Data hosted in France
Sovereign by designLocal inference or hosting in France
GDPR & AI Act: governed deploymentTraceability & human oversight
TurnkeyDesigned, installed and operated for you
The professional decidesThe agent assists, never approves alone
✦ In brief

In a bank, a broking firm, an insurer or an insurance agency, a Blue Lemon Agent agent automates the repetitive tasks — follow-ups and debt recovery, level 1 customer relations, product & compliance research, qualification and appointment booking. It runs on local inference or is hosted in France: financial and personal data is never exposed to a foreign service, architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity. The time saved is redirected towards higher-value advice and relationships. Live within a few weeks. Your teams write to it from Microsoft Teams, Slack or their email, and your customers and policyholders reach it on WhatsApp Business, your website chat or email — with no account to create and nothing to install. These connections are included in every plan, at no extra cost, within the number of connections your level includes.

100%
hosted in France in the target architecture
0
transfer outside the EU in the target architecture
8
uses ready to deploy on this scope
0
decision taken without human approval

Reference points describing our offer, not results measured at a client. The scale of the gain is confirmed by a pilot on your own scope.

The context

Why AI matters to banking, finance and insurance — and why the sector hesitates

Customers expect immediate answers and personalised advice, while teams are buried under follow-ups, recurring questions and searches through regulated products. And the data involved is among the most sensitive and most regulated there is.

! The issue

The sector is caught between customers who want responsiveness and tailoring, and an ever-growing operational workload (chasing unpaid premiums, level 1 answers, policy follow-up, compliance). Yet most consumer AI solutions amount to entrusting bank details, contracts, outstanding balances and personal data to a third party, often hosted outside Europe and subject to the Cloud Act.

Our answer

AI is only of interest to a banking or insurance business if it is sovereign and confidential by design. Local inference or an isolated resource hosted in France, systematic human oversight, decisions reserved to the professional: the time saved on operations is never paid for in lost confidentiality. The aim is not to replace the adviser, but to give them back time for the relationship and the advice.

The decisive point

Confidentiality of financial data: sovereignty & compliance

A banking or insurance business handles its customers' most sensitive data. Here is how the architecture of our agents protects it, file by file.

Local inference

The agent can run on a machine belonging to your organisation: no data leaves the network, nothing passes through a cloud.

Hosting in France

Otherwise, a dedicated and isolated resource, hosted in France under French law — your data: processing and access within the European Union targeted by the architecture.

Reduced extraterritorial exposure

As regards financial data, exposure to the Cloud Act and FISA 702 is reduced by design; location alone does not guarantee immunity.

One isolated resource per organisation

No pooling of financial data: an environment strictly dedicated to your agency, firm or insurer.

Encryption & controlled access

Encryption in transit and at rest, role-based access (RBAC), strong authentication and logging.

AI Act: governed deployment

An agent strictly in support; no financial decision taken automatically; traceability and human oversight from end to end.

What depends on the architecture chosen These points are not general guarantees: they are settled deployment by deployment, in the quotation.

  • The applicable location is that of the architecture set out in the quotation and verified before commissioning.
  • Local execution is announced only for the configuration explicitly described and accepted in the quotation.
  • The applicable isolation depends on the deployment mode set out in the quotation; no dedicated isolation is presumed.
  • The encryption mechanisms in transit and at rest, their components and key management are those documented for the architecture chosen.
  • Roles and permissions are configured and accepted for the identities and systems actually connected.
  • The events logged, their content, their retention period and who may access them are defined for the deployment chosen.
For the most sensitive data, SecNumCloud and HDS options are available depending on your requirements. A single architecture is designed to answer both the GDPR and extraterritorial exposure. Designed for deployment in line with the GDPR and the AI Act, after the processing, roles and context-specific risks have been assessed.
Demonstration

See the agent at work

4 real situations, taken from those that come up most often. Pick one: the exchange unfolds as it would in your organisation.

A scripted demonstration. These exchanges show how the agent behaves — its sources, its refusals, what it leaves to your teams. Nothing is sent from this page, no model is queried here, and the matters named are fictional. That is precisely what we promise your data.
The behaviours shown here — monitoring, automation rules, routing and reminders — are configured with you during deployment, from your tools, your rules and your thresholds.
The architecture points named in these exchanges — location, local execution, isolation, encryption, role-based access, logging — are not a guarantee attached to the demonstration: they are those of the architecture set out in your quotation, and verified before commissioning.

Banking & insurance assistant · hosted in France
Four flags this morning, with no request from you.
· A client whose cancellation window opens in 8 days requested two no-claims certificates last month. Nobody called them back. 4 policies, €6,200 of annual premium.
· 14 claims are past the response time your policy wording states. The oldest by 23 days.
· A client declared a change of address on 12/06 that places them in a zone where your rating table applies different pricing. The policy has not been adjusted.
· The identity document on file has expired for 9 clients, three of whom have transacted since. morning-watch_4-flags.pdf4 flags · book and amount
⛓ Source · book of business, claims files, client declarations, identity documents
The client who is about to leave — call them and keep them.
I make no call to a client, and least of all that one.
A retention call is a commercial act on an insurance product: it belongs to an authorised person, it is recorded, and depending on what is said it can become an act of advice. I am authorised for nothing.
What I have prepared, and it is the real work: the client sheet for before the call. Four policies, eight years with you, two claims of which one declined in 2024, no written complaint, and three inbound calls never returned since March.
The signal was not the certificate request — that one is already late, it is what people do once they have decided. The signal was the three unreturned calls, and it was five months old.
What I do not tell you: what to offer them. That is for your adviser, with what they are entitled to offer. pre-call-sheet_client-4-policies.pdf8 years · 3 unreturned calls
⛓ Source · client book, claims history, call log
How did you spot all that? And who do you tell?
I watch, continuously, what you have opened to me: policy renewal dates, document requests that accompany a departure, the age of your claims files, client declarations and what your rating table makes of them, the validity of identity documents. A window opening, a contractual time limit being passed, a declaration never acted on — I say so, I do not wait to be asked.
Routing follows your organisation: the departing client to the adviser who holds the book, copied to the branch manager — eight years is not an ordinary file; the late claims to the handler concerned; the unadjusted address to underwriting; the expired identity documents to compliance, and to nobody else.
With a chase: 24 h on the late claims, because that time limit is the one your policy wording states to the client; 48 h on the rest. Then a weekly summary to the branch manager: by subject, never by handler.

What that gives you this morning: €6,200 of annual premium put back into an adviser's hands eight days before the notice window opens, 14 claims files brought back inside the time limit your policy wording states, an address handed to underwriting and 9 identity documents handed to compliance.
What you gain from tomorrow: the adviser picks up the phone with the file already built: four policies, eight years' standing, two claims and three calls never returned. They decide what to offer in minutes instead of digging through three screens. A contractual time limit met is a complaint that never arrives; a client called back in time is a book that does not drain from the bottom.
On what I watch: access is opened book by book and role by role, every lookup is logged, and it is withdrawn with a single word. And your financial and personal data stay in France, on a resource that is yours alone, architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity.
The next step is ready: fifteen minutes to frame your renewal schedules, your contractual time limits and the first book to watch.
✎ Proposal · watch and chases to be configured — you set the thresholds
Local inference · no data outside the EU

Your case is not here? That is exactly what a 15-minute conversation is for. Book the free audit

Use cases

The uses of AI in banking, finance and insurance

Each use corresponds to an agent we deploy. All of them work in support, subject to your approval.

Included in your agent The 4 capabilities essential to this promise are included, at no extra cost.

Level 1 customer relations

Answering recurring questions — balance, due date, cover, status of a file — from your management system and the contract schedule, and escalating what needs escalating.

Request qualification & routing

Understanding the request, attaching it to the right contract or file, and routing it to the department that must handle it. Lead qualification and appointment booking are the work of a dedicated agent, ordered separately.

Sensitive files set aside & returned to the adviser

A claim in progress, an open complaint, a rejected direct debit, a suspicious change of contact details: these files leave the routine flow and go back to an adviser.

Control brief prepared for the professional

The signal found, the recommendation and the supporting documents brought together in a brief handed to the adviser; the decision to suspend a payment or open an investigation stays theirs.

Controls and safeguards These 4 controls are built into the agent: they frame what it does, whatever plan you pick. They are not chosen and are not added to your order.
Human oversight, costs, quality, incidents and safe stop Implement testing, explainability, human oversight and monitoring Record models, decisions, incidents and changes Protect consumers, data and regulated secrets
What the agent must be connected to This connection is required for the agent to work. It concerns your information system and is scoped during the audit.
Handoff contracts, least-privilege permissions and shared context
Other needs our agents cover Each card says where the matching agent stands: available, on quote, or still being architected.

AI customer support agent

Frequent questions, order tracking, level 1 issues: a sovereign AI agent, hosted in France, answering 24/7 and escalating to a person.

On quote View the agent page

Need to go further?

These agents handle a different business process, with their own owner and their own price. They are added to this one.

Compliance & contracts

Reading and consistency checks on contracts, endorsements and regulatory clauses — points to watch flagged, for approval. Tooled regulatory control, with business rules and traceability, is the job of the compliance agent, which has its own line in the catalogue.

Compliance / regulatory control agent from 721 € excl. VAT / month Compliance agent

Phone reception

A voice switchboard that answers, routes and takes messages 24/7, without keeping the policyholder or customer waiting.

Voice agent (AI switchboard) from 856 € excl. VAT / month Voice switchboard

CRM & sales follow-up

Updating the CRM, tracking opportunities and preparing sales follow-ups across your portfolio.

Sales agent (meeting notes, follow-ups, CRM) from 592 € excl. VAT / month Sales & CRM agent

AI agent for debt collection

Late payments weigh directly on cash flow, and chasing is a task nobody enjoys — so it often gets put off, forgotten, or done clumsily.

Debt collection agent (multichannel sequences) from 587 € excl. VAT / month Discover the agent

Banking compliance KYC/AML

A know-your-customer file and an anti-money-laundering check rest on documents, verifications and a flawless audit trail.

Critical banking compliance agent (KYC/AML) from 746 € excl. VAT / month Discover the agent

AI knowledge base agent

The information exists in your company — but it is scattered across procedures, contracts, an intranet and the memory of a few people.

Document agent (FAQ, knowledge base) from 678 € excl. VAT / month Discover the agent

AI agent for lead qualification and appointment booking

A lead who contacts you expects an answer straight away.

Lead qualification / appointment booking agent from 602 € excl. VAT / month Discover the agent
Does your need fall outside this?

In 15 minutes we identify the most relevant agent — without oversizing the project.

Book the free audit Build your agent
The gain

How much time can a financial organisation win back?

By automating follow-ups, level 1 answers and information searches, a bank or an insurance business can aim for a sharp reduction in time spent on repetitive operations — reinvested in advice and customer relations.

Preparing a follow-up campaign
Today · done by hand
Prepared by the agent, to approve
Finding a cover clause in the terms and conditions
Today · done by hand
Near-instant
Answering a recurring customer question
Today · done by hand
Automatic
Qualitative, non-contractual comparison: the proportions shown illustrate the shift of the work towards review, they represent no measurement. Every output of the agent is reviewed and approved by a competent person.
How it works

The stages of your AI agent project

1

Audit & scoping

15 minutes to target the use case with the best return.

2

Quote or direct sign-up

A catalogue offer is bought online; a specific need gets a costed quote.

3

Design

We design the agent and its guardrails.

4

Integration & testing

We connect your tools to the agent, which is itself hosted in France.

5

Rollout

Going live and training your team.

6

Operation

Continuous supervision and improvement.

Pricing

Three options, one agent

A multichannel follow-up and debt recovery agent, installed and operated for you. Choose according to how you work. Prices exclude VAT — annual subscription, the time it takes for the gains to settle in.

This agent is priced with you, not online. We are adjusting its scope at the moment, and online subscription stays closed while we do. Tell us what you need: we will come back to you with a price. Request a quote
Our commitment

Four guarantees that matter to banking and insurance

Financial data never leaves your organisationLocal inference or an isolated resource hosted in France; no data entrusted to a foreign third party.
Data in France, under French lawAs regards financial data: hosting in France under French law, architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity.
The professional keeps the decisionThe agent produces verifiable follow-ups, analyses and summaries; no financial decision is automated.
Human oversight & traceabilityFollow-ups & debt recovery: every change to the service is logged, in line with the requirements of the AI Act.
Frequently asked questions

Your questions, our answers

Can AI really automate the chasing of unpaid invoices?
Yes, to a large extent. An AI agent prepares and runs multichannel follow-up sequences (email, text message, call), restates the due date and the payment method, tracks the replies and sets aside the sensitive files — a claim in progress, a complaint, suspected fraud — for an adviser to handle. The professional keeps the lead on the delicate cases. The text message itself never carries an amount or a payment link: it invites the customer to reach their account area the way they usually do.
Is my customers' data protected?
Yes. Banking, contractual and personal data is among the most sensitive there is: our agents run locally within your organisation or are hosted in France, with the deployment objective of processing and access operated within the European Union and an architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity.
Is AI compatible with the sector's regulation?
Yes. Our agents work strictly in support: they propose, flag and prepare, but take no financial or lending decision automatically. Full traceability, logging and human oversight comply with the requirements of the GDPR and of the AI Act, which classifies many financial uses as sensitive.
Can the agent help detect anomalies or fraud risks?
Yes, as decision support. The agent can flag a suspicious change of bank details, an inconsistent file or unusual behaviour, and prepare a check record. The decision to suspend a payment or open an investigation always remains a professional's.
Do we have to change our management system or CRM?
No. The agent connects to your existing tools (management system, CRM, document management, policy payment schedules) and complements them, without imposing a migration. We adapt the integration to your environment.
Do you have to be a large organisation to equip yourself?
No. The offer suits a broking firm or an independent insurance agency just as well as an insurer or a bank with several branches. We start with one priority use case, then extend.
Does the agent state that it is an artificial intelligence?
Yes, from the very first interaction, and this is not a configuration option: since 2 August 2026, Article 50(1) of the European AI Regulation requires that any person interacting with an AI system be informed, unless this is obvious. The announcement is built into the greeting, in the other party’s language, and they can ask for a human at any time.
How long does it take to deploy an agent?
A few weeks as a rule, after a free 15-minute audit that identifies the use case with the best return, then a phase of design, integration and testing before going live and training your teams.
Which tools can people use to talk to the agent?
The ones you already use. Internally, your teams write to it from Microsoft Teams, Slack or by email, just as they would to a colleague: nothing to install, nothing to learn. On the customer side, the agent answers on WhatsApp Business, your website chat and email — your customers and policyholders reach you where they already write, with no account to create. You keep control from a web dashboard. These connectors rely on open standards, including the MCP protocol; they are included in every plan, at no extra cost, within the number of connections your level includes, and the catalogue grows at no extra cost. Only the fees charged by the platforms themselves — WhatsApp Business bills per conversation, and the gateway bills the text messages sent — are passed on at actual cost, with no margin, outside the subscription.
Can the agent notify my customers by text message?
Yes, as an option. The agent uses a text message to restate a due date or a missing document on an open file. A text message is an outbound notification channel, not a conversation channel: no one writes back to the agent there — the conversation stays on WhatsApp Business, your website chat or email. The message announces without detailing, it carries your registered sender name, and it never contains a payment link, a login or a password: the recipient reaches your account area the way they usually do. Delivery goes through a gateway established in the European Union; the messages sent are passed on to you at actual cost, with no margin, and the channel itself is an optional module, set out on the pricing page.
Available agents

18 AI agents Blue Lemon Agent deploys for this scope

Critical banking compliance agent (KYC/AML) Regulatory, traceability, audit. Claims handling agent (insurance, tier 1) Protocol, documents. Financial analysis / anti-fraud agent ERP + data warehouse connection. Sovereign agent for regulated sectors (health / finance) HDS/SecNumCloud hosting, reinforced security. Wealth management agent (reporting) Financial data. Document compliance agent (checking documents) Rules, checklist. Quality agent (non-conformity tracking) Quality base, alerts. CRM agent (lead enrichment & scoring) Data, scoring. Qualification + scoring + multichannel follow-up agent Scoring, email/SMS, CRM. Compliance / regulatory control agent Business rules, traceability. Claims handling agent (full) Protocol, documents, workflow. Sovereign AI document management platform Massive RAG, governance. Multi-site sovereign multi-agent system International rollout, isolation, SLA. Anomaly and fraud detection Tax, social security, grants. High risk (AI Act): human control. Support for collecting social contributions Strictly in support (administrative). Reminders prepared, approved by the officer. E-invoicing compliance agent Connection to your accredited platform, directory, format checks (Factur-X) and mandatory wording, e-reporting. French d… Qualiopi compliance & training-body management agent Qualiopi audit evidence, annual training return, invitations, attendance sheets, satisfaction surveys, CPF/EDOF files. T… Financial crime alert casework Intake of your own monitoring system's alerts, four investigation purposes kept apart, entity matching, chronology, case…

See all 171 catalogue agents and their pricing →

Let's talk

Let us estimate the potential in your organisation

15 minutes to identify the use case with the best return — hosted in France, supervised, with no commitment.