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● 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.

Updated on

Deployed in a few weeks
Banking & insurance assistant · hosted in France

Fictional simulation — not a client result

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
Data hosted in France · sovereign model as an option
Data hosted in France
Hosted in FranceAI model called at its publisher, except with the Sovereign model option
Financial data protected
GDPR & AI Act: governed deploymentTraceability & human oversight
TurnkeyDesigned, installed and operated for you
The professional decidesThe agent carries out what you have authorised

For an organisation established outside the European Union, the law of its own country applies; at its request, we put equivalent safeguards in place (human review before any action, a log of the criteria, information for the people concerned).

✦ 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. Data hosted in France; the AI model is called at its publisher, except with the Sovereign model option. With that option, 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 set out in your agent's quote.

100%
hosted in France in the target architecture
0
transfer outside the EU with the Sovereign model option (target architecture)
4
uses ready to deploy on this scope
0
decision with a legal or significant effect taken by an agent

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.

Indicative estimate, to be confirmed by a pilot on your real files (general terms of sale, article 4).

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.

Agility

Setup + controlled subscription

3,240 € excl. VAT setup
then 333 € excl. VAT/month — you invest at installation and pay a reduced subscription. Ideal for keeping the cost under control over time.
  • Installation, configuration and training for your teams
  • Operation, human oversight, updates and support
  • Hosting in France, a dedicated and isolated resource
Order →
The simplest Serenity

All inclusive, no setup fee

513 € excl. VAT /month
all inclusive, immediate start. No upfront investment: a single subscription. Ideal for starting quickly and simply.
  • Setup included (installation, configuration, training)
  • Operation, human oversight, updates and support
  • Hosting in France, managed end to end
Order →
100% Sovereign

On site, you own it

5,365 € excl. VAT setup
then 443 € excl. VAT/month · + hardware from 2,491 € (one-off purchase, in addition) — a sovereign computer installed on your premises, maintained remotely. Models run locally, your data returned at the end of the contract.
  • Hardware installed on your premises (you own it)
  • French / European AI models run locally
  • Secure remote maintenance (Pro support included)
Order →
Included in the package: hosting and AI consumption up to the volume of your capacity tier, in documents, exchanges, tokens and storage; beyond that, re-invoiced at real cost with no margin, tracked in your client area as usage statements are issued. Maintenance and supervision subscription for an initial term of 12 months for the Agility package, 24 months for the Serenity package and 36 months for the 100% Sovereign package, renewable; support levels (SLA 72 h / 24 h / 4 h) optional. Bespoke development, additional integrations or exceptional volumes are quoted separately. Support Monday to Friday, 9am to 6pm. Prices exclude VAT.
AI model: none of the AI models offered currently carries a fixed surcharge. When the selected model carries a cost, that cost is shown when you choose it, before you order, and re-invoiced at the cost incurred, with no mark-up; usage is billed at the publisher's price. Publishers' prices are published in US dollars: the amount re-invoiced is the amount in euros actually borne by Blue Lemon Agent on the publisher's invoice, at that invoice's exchange rate, with no commission or mark-up.
Included components and additional components Components included in the base offer: the Blue Lemon Agent software foundation, the AI models listed in the order journey, the standard channels (Microsoft Teams, Slack, WhatsApp Business, email, website chat, calendars, Microsoft 365 / Google Workspace, file storage, market VoIP telephony, professional social-media pages and accounts, Google Business Profile), hosting for the package chosen, in France by default, backups, supervision, updates and support. If adapting the AI agent to your constraints, your needs or your requests requires other paid components — a third-party publisher's software licence, paid API access to one of your applications, hosting of health data, for which French law requires an HDS-certified host (art. L. 1111-8 of the French Public Health Code), SecNumCloud-qualified hosting, a speech synthesis service, particular hardware —, they are offered to you as an option or on quotation and re-invoiced at the cost incurred; nothing is committed without your written agreement. Where the artificial intelligence model you choose entails an additional cost, that cost is shown to you before you order and re-invoiced to you at the cost incurred, with no margin.
What to expect
Go-live 2 to 3 weeks
Agent designed, channels connected, team trained.
Steady state 4 to 7 weeks
After a few weeks of real use, once the agent's behaviour matches what you expect. Indicative estimate, adjusted to the options you keep. It is not a delivery commitment.
Use cases

The uses of AI in banking, finance and insurance

What the agent does in banking, finance and insurance, and the neighbouring agents we deploy for the rest. The agent carries out by itself what you authorise it to do; you decide what it does on its own and what it submits to you. The professional keeps the decision: suspending a payment or opening an investigation remains theirs.

Included in your agent The 4 capabilities essential to this promise are included, at no extra cost.
From 333 € excl. VAT / month

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 how the matching agent can be obtained today: available, on quote, or not yet in the catalogue.

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.

Available 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 371 € 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 456 € 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 307 € 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 307 € 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 386 € 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 353 € 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 312 € excl. VAT / month Discover the agent →
Does your need fall outside this?

In 30 minutes we identify the most relevant agent — without oversizing the project.

Build your agent
Demonstration

See the agent at work

5 everyday 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

Fictional simulation — not a client result

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
Data hosted in France · sovereign model as an option

Your case is not here? That is exactly what a 30-minute conversation is for. Discuss your project →

How it works

The stages of your AI agent project

1

Audit & scoping

30 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.

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

With the 100% Sovereign package, the agent runs on a machine belonging to your organisation: no data leaves the network, nothing passes through a cloud.

Hosting in France

Otherwise, with the Agility and Serenity packages, a dedicated, isolated resource hosted in France, under French law: data hosted in France; the AI model is called at its publisher, except with the Sovereign model option.

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

The agent carries out what you have authorised; 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.
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.
Indicative estimate, to be confirmed by a pilot on your real files (general terms of sale, article 4).
Our commitment

Four guarantees that matter to banking and insurance

With 100% Sovereign, financial data never leaves your organisationData hosted in France on an isolated resource; the AI model is called at its publisher, except with the Sovereign model option. With that option, 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.
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 carry out what you have authorised: 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 30-minute meeting with our sales team 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 set out in your agent's quote, 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

24 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 requirement settled at scoping, reinforced security. Wealth management agent (reporting) → Financial data. Third-party cyber risk — Activities auxiliary to insurance → Sector variant of the “Third-party cyber risk agent” core for: Activities auxiliary to insurance and pension funding. Th… Third-party cyber risk — Insurance → Sector variant of the “Third-party cyber risk agent” core for: Insurance. Third-party register, questionnaires and evide… Third-party cyber risk — Reinsurance → Sector variant of the “Third-party cyber risk agent” core for: Reinsurance. Third-party register, questionnaires and evi… Quality agent (non-conformity tracking) → Quality base, alerts. CRM agent (lead enrichment & scoring) → Data, scoring. Debt collection agent (multichannel sequences) → Follow-ups, tracking. 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… Third-party cyber risk — Trusts, funds and similar → Sector variant of the “Third-party cyber risk agent” core for: Trusts, funds and similar financial entities. Third-party… Third-party cyber risk — Activities auxiliary to financial → Sector variant of the “Third-party cyber risk agent” core for: Activities auxiliary to financial services. Third-party r… Third-party cyber risk — Other financial service activities → Sector variant of the “Third-party cyber risk agent” core for: Other financial service activities. Third-party register,…

See all 171 catalogue agents and their pricing →

Let's talk

Let us estimate the potential in your organisation

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