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The platform

Found·AI·tion connects your business data, applications and digital workers through a shared model. ERP, catalogues and supply chain software: integrations draw on our knowledge of the automotive aftermarket ecosystem.

The platform, from data to action.

Business sources, ontology, digital workers and human approval on one foundation.

Layered architecture linking data, digital workers and human control.
Layered architecture linking data, digital workers and human control.

One platform. Teams of digital workers.

Counter, Flow and Studio are business modules. Each coordinates several digital workers and their skills on Found·AI·tion.

An approved action in one module automatically triggers the planned next steps in the other connected modules, following your rules and approval processes.

  1. 01 / The shared foundation

    Found·AI·tion ↗

    Found·AI·tion connects authorised data, business ontology, RAG retrieval, models and orchestration.

  2. 02 / The business module

    Counter · Flow · Pricing · Relay · Resolve · Finance · Workshop · Studio · Insight · Talent ↗

    A scope, an owner and an expected outcome: counter, supply chain, network, workshop, warranties, communications, management or HR.

  3. 03 / Digital workers

    Digital Workers ↗

    Specialist roles that share context and operate within their granted permissions.

  4. 04 / Skills & applications

    Applications & capabilities ↗

    Concrete tools to retrieve, reconcile, prepare, check and deliver. One capability can serve several modules.

Business processes

A process coordinates digital workers, your tools and human decisions. It can connect several modules: a request prepared in Counter, sourced with Flow and followed up in Relay.

Ten modules. One shared industry.

From the counter to supply chain, from sales to communications: build your automotive aftermarket transformation on one platform.

PARTNAIR / The business module

Counter

Parts counter

Turn a workshop request into an actionable offer. Counter coordinates qualification, parts research and commercial preparation.

Distributors
  • Qualify needs and missing information
  • Match references, availability, prices and lead times
  • Prepare offers and track orders within connected systems
Explore the module ↗
PARTNAIR / The business module

Flow

Supply chain & replenishment

Anticipate shortages. Prepare the next move. Flow connects field needs with stock, purchasing and logistics.

DistributorsParts & service providers
  • Identify shortage risks and stock discrepancies
  • Compare purchasing, replenishment and interbranch transfers
  • Prepare proposals and follow delivery exceptions
Explore the module ↗
PARTNAIR / The business module

Pricing

Prices, discounts & margins

Connect price lists, customer terms and costs. Pricing prepares pricing decisions with your team on the same foundation as Counter and Flow.

DistributorsParts & service providers
  • Check price-list versions and applicable terms
  • Identify margin gaps and discount exceptions
  • Compare scenarios before prices are approved and published
Explore the module ↗
PARTNAIR / The business module

Relay

Sales & network development

Keep the thread between visits. Relay turns field conversations into tracked commercial actions.

DistributorsParts & service providers
  • Prepare visits and identify accounts to reactivate
  • Turn conversations into meeting notes and next actions
  • Prepare follow-ups and track customer commitments
Explore the module ↗
PARTNAIR / The business module

Resolve

Returns, warranties & disputes

Turn scattered exchanges into a defensible case. Resolve gathers facts, evidence and applicable rules.

DistributorsWorkshops & networksParts & service providers
  • Qualify the reason and request missing evidence
  • Match facts with terms and authorised precedents
  • Prepare a recommendation and track resolution steps
Explore the module ↗
PARTNAIR / The business module

Finance

Invoicing & accounting operations

From documents to an accounting file ready for review. Finance organises invoices, reconciliation and collections with your team and existing software.

DistributorsWorkshops & networksParts & service providers
  • Extract invoices and match orders with receipts
  • Prepare payment tracking and reminders for approval
  • Propose account mappings and prepare accounting exports
Explore the module ↗
PARTNAIR / The business module

Workshop

Workshop & customer journey

One case follows the vehicle from arrival to handover. Workshop coordinates information needed by the repair team.

Workshops & networks
  • Qualify reception and assemble vehicle context
  • Prepare quotes, tasks and appointment options
  • Keep decisions and prepare customer follow-up
Explore the module ↗
PARTNAIR / The business module

Studio

Marketing, communications & knowledge

Bring your offering to life across the network. Studio turns product knowledge into consistent content, campaigns and training materials.

DistributorsWorkshops & networksParts & service providers
  • Prepare campaigns, newsletters and network communications
  • Turn product knowledge into sheets, presentations and multilingual content
  • Structure training materials and reuse approved content
Explore the module ↗
PARTNAIR / The business module

Insight

Data, reporting & management

Understand variances before deciding. Insight reconciles operational data and prepares performance reviews.

DistributorsWorkshops & networksParts & service providers
  • Check and reconcile business sources
  • Calculate metrics using approved definitions and document variances
  • Prepare summaries, recurring reports and management reviews
Explore the module ↗
PARTNAIR / The business module

Talent

Recruitment & onboarding

Find the skills your network needs. Talent helps HR teams structure recruitment and onboarding.

DistributorsWorkshops & networksParts & service providers
  • Find skills in the talent pool using defined criteria
  • Prepare interviews and organise notes
  • Prepare follow-ups and job-specific onboarding resources
Explore the module ↗

A real stack. Built around your business.

Found·AI·tion brings together document knowledge, models and PartnAir business orchestration. RAG retrieves sources; digital workers prepare actions within your rules.

  1. 01

    Prepare sources

    Documents converted and indexed to retrieve useful passages.

    Docling · embeddings · QdrantExplore this capability ↗
  2. 02

    Retrieve and substantiate

    Corpus-tuned RAG with filters, retrieved passages and citations.

    Found·AI·tion · RAGExplore this capability ↗
  3. 03

    Connect context

    The Knowledge Graph links documents and citations; PartnAir adds business meaning for vehicles, parts, offers and orders.

    Found·AI·tion Graph + PartnAir ontologyExplore this capability ↗
  4. 04

    Use models

    Found·AI·tion Gateway centralises model calls with caching and monitoring.

    Found·AI·tion GatewayExplore this capability ↗
  5. 05

    Orchestrate missions

    PartnAir organises steps, authorised tools and handovers between workers and people.

    PartnAir orchestration · API / MCPExplore this capability ↗
  6. 06

    Evaluate and improve

    Tests, result analysis and proposed settings approved before application.

    Found·AI·tion · Test RAGExplore this capability ↗

Your platform capabilities.

PartnAir tools to collect, understand, produce and share. These capabilities support your business modules and digital workers on one foundation.

Capabilities are activated according to the scope, data access and connections agreed with your teams.

Use what exists. Build what sets you apart.

Applications and digital workers sharing business context, sources and rules. Our engineers help your teams put them to work.

See digital workers working together

AI knows words. We know your business.

Part numbers, equivalents, availability, negotiated prices, orders and returns: your digital workers need to understand what the data means and how your teams work.

01

A platform that understands your business

A part reference, vehicle compatibility, availability, commercial terms and the customer: our industry ontology connects this information so your digital workers share the same context.

02

Your references and rules, connected

Reconcile references, units, prices and statuses while retaining their source and context.

03

Your business. Its entire ecosystem.

Distributors, parts manufacturers, networks, data providers and software vendors: we know the automotive aftermarket players and the role of their systems. This expertise helps identify possible connections between your business data, catalogues, ERPs, DMSs and supply chain software, then implement them according to your access rights and needs.

04

Digital workers, your AI teammates

Each AI teammate has a task: qualify a request, prepare a quote, monitor stock or handle a return. They share relevant information and coordinate their work according to your rules.

05

A reusable foundation

Reuse proven components and workflows while keeping each customer’s data separate.

06

Industry expertise from the field

Our engineers combine advanced AI expertise with an in-depth understanding of the automotive aftermarket: parts distribution, supply chain, workshops, networks and after-sales. They understand the business before building the solution.

Active sources and connections are qualified for each project according to access, contracts and acceptance tests. A known source is not automatically an operational integration.

Voice, WhatsApp, SMS, email and web

Requests can arrive through several channels. Digital Workers structure them and prepare a response, document or action according to enabled connections.

Explore

Your rules guide their actions

Your digital workers carry out authorised tasks and ask for approval when required. Permissions and traceability let you follow who did what.

Security & trust

Let’s discuss your next AI project.

A specific need or a broader programme: start with your business.

Let’s talk about your business