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● B2B offer — Insurance & settlement

Claims handling: the file worked, the decision prepared

Working a claim follows a protocol: notification taken, documents checked, a loss adjustment where needed, cover matched, costing prepared. Your agent runs that protocol from end to end, stops at every approval point you have placed and keeps the record of each step. Hosted in France: your policyholders' data stays with you. The settlement decision belongs to the department.

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

Updated on

Deployed in a few weeks
Claims handling · hosted in France
Where does file 7314 stand?
Steps completed: notification taken, documents checked, loss adjustment received, cover matched.
The costing prepared takes the items from the adjuster's report and the limits in the contract, with their reference.
The next step is an approval point: the settlement decision.
🔗 Sourced · the handling protocol and the documents in the file
Why not go all the way to payment?
The costing is ready and documented item by item, with the applicable limits.
Setting a settlement concerns money and the policyholder's rights: it is an approval point you placed there, and it stays one.
✎ Support · costing prepared, the department's decision
Local inference · no data outside the EU
Files 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 settlement department decidesThe agent prepares, never rules
✦ In brief

A Blue Lemon Agent claims handling agent runs your handling protocol from notification to costing: documents checked, loss adjustment built in, cover matched and items costed with their reference in the contract. It stops at every approval point and keeps the record of each step. It runs on local inference or is hosted in France: your policyholders' data stays with you, architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity.

100%
hosted in France in the target architecture
0
transfer outside the EU in the target architecture
6
settlement uses ready to deploy
0
decision taken without human approval

These figures describe our offer, not results measured at a client. How large the gain is on your volume of files and the complexity of your protocols is confirmed by a pilot.

The context

What does an AI agent bring to working your claims?

A file worked without dead time, with a record of each step, shortens the time the policyholder waits for an answer.

! The issue

Working a claim chains together several steps and several sources — notification, documents, loss adjustment, contract. The waiting between those steps makes up most of the delay the policyholder feels. The agent runs the chain, keeps the file's state and prepares the costing item by item with the applicable limits.

Our answer

The settlement department receives files that are worked and a documented costing, and spends its time on the decision. Setting a settlement concerns money and the policyholder's rights: that approval point stays human, as do the files excluded from automated handling. Local inference or an isolated resource hosted in France: your policyholders' personal and health data is entrusted to no third party.

The decisive point

Policyholders' personal and health data: sovereignty & compliance

A claim file may contain health data and engages contractual rights. Here is how it is protected.

Local inference

The agent can run on a machine belonging to your organisation: no policyholder data and no document from a file leaves the network.

Hosting in France

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

Reduced extraterritorial exposure

For policyholders' personal and health data, the architecture aims to reduce exposure to the Cloud Act and FISA 702; being located in France or in the European Union does not, on its own, guarantee immunity.

Isolated resource

No pooling: an environment strictly dedicated to your organisation and its handling protocols.

Every step recorded and referenced

Steps completed, documents received and items costed are kept with their reference in the contract; encryption, role-based access and logging that can be used in an inspection.

AI Act: governed deployment

The agent is strictly in support; no settlement is set and no payment is triggered 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.
  • 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 personal injury claims, disputed files and suspected fraud, SecNumCloud and reinforced hosting are options 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

5 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.

The company in this demonstration

Fictional company

Sévrelle Assurances — regional property and casualty insurer

Sector
Property and casualty insurance — home, motor and commercial multi-risk; claims handled in house
Headcount
218 staff, including 16 in the claims department: 10 handlers, 4 costing writers and 2 technical referents; 26 appointed loss adjusters outside
Policyholders served
128,000 policies, private and business, across four départements; average annual premium of €420
Order of magnitude
7,200 claims notified a year, 600 a month, of which 2,400 involve a loss adjuster; 34 days of average settlement time; commitment to a first reply to the policyholder within 5 working days
Tools in place
Claims management system, document upload platform, policy and cover repository, adjuster network and six years of closed files — the agent plugs into them read-only, nothing is replaced or migrated
Who decides
The handler validates each point of the file; the claims manager sets the settlement amount; the technical referent rules on disputed cover; bodily injury claims, disputes and suspected fraud are handled entirely by a person
Room for improvement
65 % of the time spent on a file goes into chaining the steps; 27 of the 34 days of delay are waiting between two steps; a file waits 11 days between the adjuster's report and its costing; 38 % of files go back out for a missing document

Sévrelle Assurances is not looking to settle differently, but to settle faster and to spend its handlers' time on what only they do: assessing and talking to the policyholder. The agent runs on local inference on a machine of the company and plugs read-only into the claims system, the document platform and the cover repository: it runs the protocol, stops at every validation point placed by the department and keeps the trace of every step. The exchanges below cover one quarter, from the reading of six years of closed files to the review presented to management.

This company, its figures and the exchanges that follow were invented for the demonstration. They illustrate a common situation; they describe no real client.

Claims handling · hosted in France
I read six years of your closed files — 41,200 claims — and timed each of the eleven steps of your handling protocol. The result fits in one sentence: of your 34 days of average settlement time, 27 are waiting between two steps.
The handling protocol is the sequence of steps your department applies to a claim: notification taken, documents checked, adjuster if needed, cover matched, costing prepared, decision. Your handlers are not slow: they wait, and they chase.
The five waits that make 80 % of the delay, measured on your own files:
· From notification to a complete file: 8.4 days, because 38 % of files go back out for a missing document.
· From a complete file to appointing the adjuster: 3.2 days.
· From the adjuster's report to its costing: 11 daysthe longest of all, and the one the policyholder feels most, since they know the adjuster has been round.
· From costing to decision: 2.6 days.
· From decision to payment: 2.1 days.
What I take on, and what it shifts: chaining the steps accounts for 65 % of the handling time of a file — 55 minutes out of the 84 it takes. It now accounts for 9 %: 7 minutes 30 seconds. The rest is assessment and the call to the policyholder: the work only your handlers can do.
What it does to the delay: 34 days of average settlement brought down to 12, and the commitment to a first reply within 5 working days met 98 times out of 100 instead of 71.
What I propose: that the claims manager reads the map of the eleven steps and places the stopping points himselfI run the protocol between two points and stop at every one. The map is written, it can be corrected with a single word, and I apply it from the next notification. protocol-map_where-the-34-days-go.pdf11 steps timed, 27 waiting days out of 34
⛓ Sourced · 6 years of closed files (41,200), timestamps of the 11 steps, log of document requests
Where has file 7314 got to? It is a water damage claim notified twelve days ago, and the policyholder has called twice.
File 7314 is at the validation point that precedes the decision, and it arrived there yesterday. Here is the exact state, step by step.
· Notification taken on the 3rd at 9:12 am, through the online form. Water damage, kitchen and living room, source identified: washing machine connector.
· Documents checked on the 3rd at 9:26 am — fourteen minutes after notification. The furniture invoice was missing: the request went out the same day, the document came back on the 5th.
· Adjuster appointed on the 5th, report received on the 9th.
· Cover matched on the 9th: water damage covered under the policy, €150 excess, €12,000 furniture limit, depreciation deducted per the policy scale and recoverable on proof of replacement. Every line refers to its clause.
· Costing prepared on the 9th: 4 items taken from the adjuster's report, €6,320 before excess, €6,170 after.
· Next step: the validation point you placed there — the settlement decision.
What I did without being asked, and it explains the twelve days: I chased the adjuster on the morning of the 8th, his report was due on the 7th. And I flagged a discrepancy: the adjuster costs a « ceiling paint » item that the leak-detection report does not mention. It is set apart in the costing, with both documents side by side — €340 that deserve your eye, not mine.
What I propose now: the settlement proposal is drafted and so is the letter to the policyholder. You rule on the paint item, you approve, and both go out within the minutethe policyholder who has called twice will have her answer today, twelve days after notification instead of thirty-four. file-7314_status-and-prepared-costing.pdf6 steps completed, 1 discrepancy set apart, decision with the department
⛓ Sourced · file 7314, adjuster's report of the 9th, policy and endorsement, chasing log
All of this assumes you read notifications, documents, sometimes medical certificates. Where do they go?
They do not leave your walls. I run on local inference on a machine belonging to Sévrelle, and no policyholder file is copied anywhere else.
Local inference means the model computes on your machine: the text of a notification or of a document crosses no external network to be processed. If you would rather not host a machine, the other route is an isolated resource hosted in France, dedicated to Sévrelleno pooling with another insurer.
What protects your policyholders' data, point by point:
· No file trains any model. What I learn from your 41,200 files serves your policyholders, and nothing you entrust to me surfaces anywhere else.
· I read, I do not write in your files: I post drafts, and your handler is the one who records themthe technical account through which I read has no write permission, and that can be checked with a single command.
· Reinforced ring-fencing of health data, with role-based accessrights follow the job: a costing writer opens material damage items, not the medical documents of a bodily injury file.
· Encryption in transit and at rest, and a complete log: which document was read, by which process, at what time. That log is what lets you reconstruct a file for an audit.
· Hosting in France, under French law, architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity, including against an American provider hosting in Europe.
And a design decision that protects you, taken before go-live: bodily injury claims, disputed files and suspected fraud leave the assisted workflowthey go to entirely human handling. That is not a caveat, it is time gained: the sorting happens at notification, in 4 minutes. Last year your 800 bodily injury files were spotted on the ninth day on average, after following the ordinary circuit; they now go to the referent the same day, file assembled.
What I propose: that I keep up to date the processing sheet your data protection officer and your internal audit will ask for — data processed, retention periods, who has access to what. The first version is written and you have it to hand. technical-framework_where-your-policyholder-files-live.pdfLocal inference, health ring-fencing, processing in the EU targeted
✎ Framework · deployment architecture, technical account permissions, health data ring-fencing, access log
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

What does the agent actually do?

One agent, the whole handling chain. All these uses work in support, subject to your approval.

Included in your agent The 4 capabilities essential to this promise are included, at no extra cost.
From 771 € excl. VAT / month

Running the protocol

Chains together the steps of your handling protocol, file by file.

Building in the loss adjustment

Takes the items from the adjuster's report into the costing prepared.

Approval points

Stops at every step you have defined as committing.

Build the claim file from the documents received

To extract the data from the documents received, a dedicated document agent completes the picture.

Controls and safeguards These 5 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.
Status, safe closure and audit trail Sources, access rights and handling of questions with no answer Implement testing, explainability, human oversight and monitoring Record models, decisions, incidents and changes Protect consumers, data and regulated secrets
Other needs our agents cover Each card says where the matching agent stands: available, on quote, or still being architected.

Banking, finance & insurance

For everything at stake in the sector, see our dedicated page.

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.

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 many files can a department carry to a decision?

By taking on the chaining of the steps, the effort shifts towards judgement and the relationship with the policyholder. How large the gain is depends on your volume and remains to be confirmed by a pilot.

Chaining the handling steps
Today · done by hand
Protocol run
Preparing the costing
Today · done by hand
Costing prepared and referenced
Building the file's record
Today · done by hand
Record kept
Indicative figures, not contractual, to be confirmed by a pilot on your volume of files and the complexity of your protocols. Setting a settlement concerns money and the policyholder's rights: that decision belongs to the settlement department.
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

One package, one agent

A claims handling agent (protocol, loss adjustment, costing), installed and operated for you.

Agility

Setup + controlled subscription

8,620 € excl. VAT setup
then 771 € 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
  • Sovereign hosting in France, a dedicated and isolated resource
Order →
The simplest Serenity

All inclusive, no setup fee

1,246 € 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
  • Sovereign hosting in France, managed end to end
Order →
100% Sovereign

On site, you own it

12,690 € excl. VAT setup
then 987 € 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. 36-month commitment.
  • Hardware installed on your premises (you own it)
  • French / European AI models run locally
  • Secure remote maintenance (Pro support included)
Order →
Not included in the packages: AI consumption (model tokens), re-invoiced at real cost with no margin, and tracked in real time in your client area. 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 in France for the package chosen, 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.
Our commitment

Four guarantees that matter to your policyholders

Your policyholders' data stays with youLocal inference or an isolated resource hosted in France; no policyholder data entrusted to a third party, no data used to train a model.
Data in France, under French lawPolicyholders' personal and health data: minimisation and location in France, architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity.
The settlement department keeps the decisionThe agent produces files worked through to the decision, which can be checked and altered; no approval is automated.
Human oversight & traceabilityOn your volume of files and the complexity of your protocols: systematic logging and tracking, in line with the AI Act.
Frequently asked questions

Your questions, our answers

Does the agent set the settlement?
No. It prepares the costing item by item with the applicable limits and their reference in the contract. Setting the settlement is an approval point that stays human.
How does this differ from level 1 claims?
Level 1 builds the file; this offer runs the full handling, loss adjustment and costing included, up to the point of decision.
Which files are excluded from automated handling?
Personal injury claims, disputed files and suspected fraud, excluded from the design stage and routed to entirely human handling.
Can the record be used in an inspection?
Yes: steps completed, documents received and items costed are kept with their reference, which makes it possible to reconstruct the handling afterwards.
Is health data protected?
Yes. The agent is hosted in France, on local inference or an isolated resource, with reinforced partitioning for these categories, 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.
How long does it take to deploy this agent?
A few months as a rule, depending on the volume of files and the complexity of your protocols, after a free audit then phases of design, integration and testing.
Let's talk

Let's size up the potential in your claims

15 minutes to frame your protocols and your volumes — hosted in France, supervised, with no commitment.