Skip to main content

Use cases

What each AI agent gets back for you.

An AI agent does a task in place of your teams: the data entry, the chasing, the formatting. The 69 agents we build, sales and operations, with what each one does and what it does not do. Filter by family, by channel or by sector, or search for yours.

The library of AI agents

Families of AI agents, not an off-the-shelf catalogue

What follows describes the families of AI agents we build and the way we build them. It is not a shelf of ready-made products: every agent is tuned to your data, your rules and your exceptions. We publish no agent as deployed until a client has allowed us to tell the story.

69 AI agents shown

  • ICP setup

    Outbound · Sourcing and enrichment

    Questions the client to define their target, then turns what they say into precise criteria the following AI agents use.

    What it does not doDoes not look for companies or decision-makers, and does not decide in the client's place.

  • Company sourcing

    Outbound · Sourcing and enrichment

    Finds the companies that match the client's criteria, removes duplicates and writes them into the CRM once approved.

    What it does not doDoes not retrieve emails or phone numbers, and covers France only.

  • Signal detection

    Outbound · Sourcing and enrichment

    Watches the events that create a need (funding round, hiring, new technology) and pulls out the companies concerned.

    What it does not doDoes not build the company records, does not find decision-makers and writes no message.

  • Sourcing from signals

    Outbound · Sourcing and enrichment

    Starts from companies that have just triggered a signal, completes their record and writes them into the CRM with the context.

    What it does not doDoes not detect the signals, does not find decision-makers and does not write the messages.

  • Decision-maker sourcing

    Outbound · Sourcing and enrichment

    Identifies, in each target company, the people to contact, attaches them to their company and writes them into the CRM.

    What it does not doRetrieves neither email nor phone number, and does not write campaign messages.

  • Buying committee mapping

    Outbound · Sourcing and enrichment

    On a large account, spots everyone who carries weight in the decision, gives each a role and flags the roles not covered.

    What it does not doDoes not retrieve contact details, does not write messages and does not coordinate sending.

  • Enrichment

    Outbound · Sourcing and enrichment

    Retrieves verified contact details for decision-makers, going from the cheapest provider to the most expensive, and stops as soon as it finds one.

    What it does not doDoes not find the people, sends no message and does not handle off-target records.

  • Volume prioritization

    Outbound · Sourcing and enrichment

    Scores each lead on how well it fits the target, ranks the list from best to worst and cuts it into waves.

    What it does not doNeither finds nor enriches contacts, and the score is there to order, not to exclude.

  • Campaign build

    Outbound · Campaign

    Writes the message sequence (first contact and follow-ups) for each decision-maker, with three levels of personalization.

    What it does not doSends nothing and does not answer the replies received; sending stays a human decision.

  • Multi-contact orchestration

    Outbound · Campaign

    Coordinates the messages sent to the different decision-makers in one account: who gets what, when, and in what order.

    What it does not doDoes not write the messages, does not map the roles and sends nothing itself.

  • Warm paths in

    Outbound · Campaign

    Looks for a shared connection who can introduce the target decision-maker, then drafts the introduction request.

    What it does not doDoes not send the request itself: a human passes it to the intermediary.

  • Contact loading

    Outbound · Campaign

    Loads the ready contacts into the sending tool, links them to the right sequence and leaves them paused until the green light.

    What it does not doDoes not trigger sending on its own and does not collect the replies.

  • Deliverability and ramp-up

    Outbound · Campaign

    Spreads sending across several mailboxes, raises the volume gradually, holds the daily caps and watches the reputation.

    What it does not doDoes not write the message content, does not import leads and does not analyse the results.

  • Synchronization

    Outbound · Replies and steering

    Pulls back what happened in the sending tool (sent, opened, replied, bounced) and updates each lead's status in the CRM.

    What it does not doDrafts no reply, sends nothing to the prospect and does not produce the figures report.

  • Reply handling

    Outbound · Replies and steering

    Sorts the replies received, spots the warm ones and prepares a draft answer to be approved before sending.

    What it does not doSends no reply without human approval: a human gives the green light.

  • Reporting

    Outbound · Replies and steering

    Gathers the campaign figures, checks that the emails arrived and sends a written summary to the client.

    What it does not doDoes not change the campaigns: it recommends, another AI agent acts.

  • Partner mapping

    Partnerships · Partner sourcing

    Maps the possible partners around the client (agencies, tools, integrators) and ranks them by how well they complement you.

    What it does not doDoes not look for the people to contact at the partner, and does not contact them.

  • Partner decision-makers

    Partnerships · Partner sourcing

    Finds, at each target partner, the person who runs partnerships and attaches them to their company.

    What it does not doDoes not find the partner companies, nor those people's contact details.

  • Synergy case

    Partnerships · Partner sourcing

    Spells out, for each partner, what each side gains from working together, a possible joint offer and a simple first step.

    What it does not doSends nothing to the partner and asks for no introduction: other AI agents do that.

  • Shared engine, partner mode

    Partnerships · Shared engine

    Reuses the prospecting chain tuned to partners: same steps, same guardrails, different target.

    What it does not doAdds no new logic: it reuses the AI agents that already exist.

  • Introductions

    Partnerships · Activation

    Cross-references the partner's network with the target accounts, proposes the useful introductions and drafts the request.

    What it does not doNever sends the request in the human's place: an introduction stays a relationship.

  • Referral programme

    Partnerships · Activation

    Sets up the referral programme: terms, commission scale, tracking link and welcome pack.

    What it does not doDoes not recruit the referrers and does not track referrals once the programme is live.

  • Referral and commission tracking

    Partnerships · Activation

    Links each signed deal to the referrer who recommended it, calculates the commission due and prepares the statement.

    What it does not doDoes not pay the commissions: it prepares the statement, a human approves and settles.

  • Reseller enablement

    Partnerships · Activation

    Prepares the reseller's sales kit (pitch, FAQ, pricing, objections) and their onboarding path.

    What it does not doDoes not recruit the reseller and does not track the deals they bring.

  • Deal registration

    Partnerships · Activation

    Registers the deals declared by resellers, spots duplicates on the same prospect and tracks deals in progress.

    What it does not doDoes not enable the reseller and does not pay the margins: that is a human action.

  • Integration framing

    Partnerships · Activation

    Frames the technical integration before any development: use cases, feasibility, scope of the first version.

    What it does not doDoes not build the integration and does not strike the partnership beforehand.

  • Co-building and listing

    Partnerships · Activation

    Follows the build of the integration, writes the documentation, prepares the listing page and the joint announcement.

    What it does not doDoes not write code in the teams' place: it coordinates, documents and publishes.

  • Co-marketing plan

    Partnerships · Activation

    Builds the joint action plan with a partner: formats, calendar, roles and target audiences on both sides.

    What it does not doDoes not produce the content and does not distribute it: another AI agent does.

  • Co-production and distribution

    Partnerships · Activation

    Produces the joint content with the partner, distributes it to both audiences and measures the reach.

    What it does not doDoes not plan the co-marketing and does not handle the contacts generated.

  • SEO strategy

    SEO · Strategy

    Frames the target and the goals, splits the subjects into pillars and satellites, and sets the publishing pace.

    What it does not doDoes not look for keywords, does not write the articles and does not measure the results.

  • Keywords

    SEO · Strategy

    Spots the keywords already close to page one, finds new ones, then ranks them by priority.

    What it does not doDoes not define the site architecture, does not write the articles and does not measure rankings.

  • Differentiation

    SEO · Content

    Analyses the competitors, compares the offers point by point and gathers the sourced figures that give you an angle.

    What it does not doDoes not write the articles itself and does not look for keywords.

  • Writing

    SEO · Content

    Writes a full article from a keyword, links it to the neighbouring pages and leaves it as a draft.

    What it does not doPublishes nothing without a human review and does not find the keywords.

  • Programmatic page generation

    SEO · Content

    Generates a batch of pages at once from a dataset and a template, each with its own content.

    What it does not doDoes not check the quality of the batch itself and does not write articles one by one.

  • Quality gate on generated pages

    SEO · Content

    Reviews the generated pages, spots the ones that are too thin or too alike, and decides what happens to them.

    What it does not doDoes not generate the pages and does not produce the overall SEO report.

  • Local pages

    SEO · Content

    Writes one page per town or area, with content specific to the place and reviews, then links it to the rest of the site.

    What it does not doDoes not handle the business listing or the national content.

  • Inbound links

    SEO · Authority and steering

    Spots the sites, podcasts and directories that could cite the brand, prepares the requests and tracks the links obtained.

    What it does not doDoes not write the site's articles and rules out any form of buying links.

  • Business listing and citations

    SEO · Authority and steering

    Completes the business listing and aligns the name, address and phone number across every directory.

    What it does not doDoes not create the site's local pages and does not go after editorial links.

  • SEO reports

    SEO · Authority and steering

    Gathers the week's figures, works out the visitor journey, spots the pages that are falling and the easy wins.

    What it does not doDoes not fix the pages itself: it recommends, then other AI agents act.

  • Quotable facts

    Answers from AI · Quotability

    Turns the company's figures into short, sourced facts that AI assistants can quote as they are.

    What it does not doDoes not place the facts into the pages and does not measure the citations obtained.

  • Formatting for AI

    Answers from AI · Quotability

    Adds a short summary at the top of the page, extracts that stand on their own, an FAQ and the markup assistants can read.

    What it does not doDoes not create the facts, does not write the whole article and does not measure citations.

  • Citation tracking

    Answers from AI · Watch

    Asks the AI assistants your customers' questions, notes whether your brand is cited and tracks the gap with your competitors.

    What it does not doDoes not create the facts, does not touch the pages and does not cover Google tracking.

  • Answering tenders

    Professional services

    Assembles the file from your past answers, you decide what goes out.

  • Shipping file check

    Industry and subcontracting

    Checks, before shipping, that every document required by the client or by the standard is present, legible and current.

  • Certificates and traceability

    Industry and subcontracting

    Matches material certificates to the batches shipped by heat or lot number, and flags what is missing.

  • Claims and non-conformities

    Industry and subcontracting

    Reconstructs the history of the batch in question, qualifies the claim and prepares a reasoned answer.

  • Answering tenders

    Industry and subcontracting

    Assembles the technical file from your past answers and flags expired documents before sending.

  • Datasheets and product data

    Industry and subcontracting

    Keeps the same product data across engineering, sales and the client, instead of three versions.

  • Freight invoice checking

    Industry and subcontracting

    Matches invoice, order and delivery note, and prices every gap before payment.

  • Answering tenders

    Professional training

    Funding body files, public contracts and corporate enquiries, assembled from your existing programmes.

  • Quality framework evidence

    Professional training

    Gathers and files the evidence expected indicator by indicator, and says what is missing before the audit, not during it.

  • Course design

    Professional training

    Derives materials, assessments and run-throughs from the course framework. You keep the substance.

  • Session paperwork

    Professional training

    Invitations, attendance sheets, certificates, surveys: the documents that release the payment.

  • Attendance and funding

    Professional training

    Links attendance, billing and third-party payment, and flags the sessions at risk of not being paid.

  • Rent and service charges

    Real estate

    Rent notices, service charge calls and the annual reconciliation, with the gaps explained line by line.

  • Tenant applications

    Real estate

    Checks the documents for completeness and consistency, with the reason shown. The decision stays yours.

  • General meetings

    Real estate

    Notices, resolutions and the draft minutes, from your templates and the decisions taken.

  • Works and claims

    Real estate

    Tracks quotes, work orders and insurance claims, and chases on the due date instead of waiting for a complaint.

  • Arrears and pre-litigation

    Real estate

    A graduated, traceable chase. Going to litigation stays a human decision, never an automatic one.

  • Product records and catalogue data

    Retail and distribution

    Produces and maintains records, specifications and translations from supplier sources.

  • Supplier invoice checking

    Retail and distribution

    Matches invoice, order and goods receipt, and prices every gap before payment.

  • After-sales service

    Retail and distribution

    Qualifies the request, finds the order history, prepares the answer or the gesture of goodwill.

  • Logistics disputes and penalties

    Retail and distribution

    Handles delivery disputes and prepares the challenge, with the evidence, inside the contract's deadlines.

  • Stockouts and replenishment

    Retail and distribution

    Flags the stockouts that cost the most and prepares the order to place.

Six detailed sheets

The detail, for the first six cases.

Each sheet starts from a costed problem, describes the approach, and says what can go wrong. These are examples built to help you picture it, not client work. Filter by the euro you want to move.

6 cas d’usage affichés

  • ExampleRevenue

    What it brings in
    9/10
    What it takes
    5/10

    Answering tenders

    You pass on tenders because you have no time to answer them.

    ApproachThe file is assembled from your past answers, you decide what goes out.

  • ExampleBillable utilization

    What it brings in
    8/10
    What it takes
    7/10

    Producing the deliverables

    Formatting reports eats the billable hours.

    ApproachA first version from your notes and the file's documents.

  • ExampleProduction capacity

    What it brings in
    7/10
    What it takes
    4/10

    Bookkeeping and review

    Your output is capped by how many people you manage to hire.

    ApproachPre-coding and consistency checks, the exceptions come back to you.

  • ExampleResponse time

    What it brings in
    6/10
    What it takes
    3/10

    Qualifying inbound enquiries

    The good enquiries wait behind the ones that will go nowhere.

    ApproachSorting, enrichment and routing, with the reason shown.

  • ExampleCash flow

    What it brings in
    7/10
    What it takes
    2/10

    Chasing and collections

    Chasing a client you are still working with is a delicate subject.

    ApproachA graduated, traceable chase, with sensitive cases escalated.

  • ExampleResponse time

    What it brings in
    5/10
    What it takes
    3/10

    Shortlisting applications

    Whoever presents first places the candidate.

    ApproachSorting on written criteria and a summary per candidate, you decide.

What comes back everywhere

The same work, from one trade to the next.

Documents to gather, gaps to find, files to assemble before you can invoice. The sectors change, the bottleneck does not.

AI does not replace the decision. It prepares the work.

The requests come in, the assistant qualifies them and proposes an answer. A human approves before anything is sent, always.

An example interface: an illustration, not a Supernature product

example.internal / assistant

Incoming requests

12 en attente

Customer service

“Where is my order 4471?”

Proposed answer

Order 4471 · shipped

Hello, your order left yesterday and arrives on Thursday. The tracking is attached to this message. I am here if anything is wrong.

  • Source: order record, carrier
  • No customer data sent outside
Approve and sendModifier

Nothing goes out without that approval.

Contact

Which of these AI agents would earn you the most?

That is the question the diagnostic answers. Ten days, and you have the costed answer, with the arithmetic behind it.

Tell us about your project