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© COMPRI.AI·VAT: IT13568830965
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AI Workforce for Supply Chain
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Documentation

Technical Functional Specification

This document describes all features of the Compri platform. It includes all modules, not only the ones you purchased. For the modules included in your offer, please refer to the contract.

Last update: June 23rd, 2026

1. Context and Objectives

Compri is a procurement platform that automates purchasing processes through AI agents: it manages orders, qualifies suppliers, monitors order confirmations and handles technical documentation. It integrates with existing ERP systems and supports the purchasing team without replacing its processes.

1a. Visibility Package

The platform includes a base visibility package that is automatically activated once the data integration is completed.

ModuleWhat it does
AnalyticsProcurement dashboard with KPIs on ordered, delivered, invoiced, commodity categories. Filters by period, supplier, buyer. AI integration to query data in natural language
Price IntelligencePrice trend analysis by item and supplier over time, comparison with market indices, anomaly and outlier detection
Vendor ManagementUnified supplier profile with operational status, historical trends, contacts, documents. Centralized view of all active suppliers with service KPIs
Vendor RatingSupplier scoring on punctuality, completeness, non-conformities, payments. Customizable scales and buffers per category
Procurement AI AssistantConversational interface to query procurement data: order status, supplier performance, spending trends, volume concentration
DocumentsCentralized document repository linked to all processes (orders, onboarding, compliance). Traceability and versioning

1b. Additional Modules

The following modules are added to the base visibility package.

ModuleDescription
Order ManagementThe platform monitors all open orders with AI, generates reminders, interprets supplier responses and updates dates on the ERP. The buyer intervenes only to validate the proposed changes
RFQ / Tender ManagementTender management with automatic sending, bid collection and AI multi-supplier comparison
Intake Management / Purchase RequestSingle entry point for purchase requests with configurable approval workflow
Onboarding & ComplianceDigital supplier qualification, continuous monitoring of document expiry dates, survey campaign sending to suppliers
InsightsAI scanning of documents, orders, expenses to identify saving opportunities and anomalies
ContractsSupplier contract archive with AI analysis of clauses, deadlines, sentiment
Supplier ScoutingSearch for new suppliers from proprietary database with filters for geolocation and certifications

2. Deep Dive — Visibility Package

2.1 Analytics

Feature
Ordered vs Delivered Dashboard with analysis of ordered and delivered quantities, including delay KPIs, progress and variations by category, buyer and supplier
Display of economic and quantitative volumes by category, commodity, buyer and supplier, with drill-down to individual orders or documents
Customizable time filters (date ranges, monthly, quarterly, annual) applicable to all analytical views
Synthetic supplier performance indicators (punctuality, deviations, non-conformities, disputes)
Data export in Excel, CSV and PDF format for offline reporting
Integration with AI Assistant for generating descriptive insights, trend summaries and natural language queries

2.2 Price Intelligence

Feature
Price trend analysis by commodity on ordered and invoiced data
Drill-down on individual item or supplier with price and volume trends
Reporting of inconsistent data (out-of-range values) with correction option
Synthetic price trend index calculation per category or commodity
Categories Module: for each commodity category, ordered/received/invoiced spend, ABC classification, PPV, line count and supplier count. Searchable, filterable, exportable with customizable columns
Integration of commodity indices for comparison of purchase prices with market benchmarks
Option to integrate with data from Cribis, D&B, or other external providers, purchased separately by the client

2.3 Vendor Management & Vendor Rating

Feature
Supplier register with centralized master data and record deduplication
Supplier map with geographic visualization and area filter
Supplier profile with legal data, contacts, categories, documents and certifications
Aggregate KPIs per supplier: total spend, delivery punctuality, non-conformities, disputes
Vendor Rating based on customizable criteria and configurable weights (internal KPIs, external evaluations, documents)
Historical analysis and performance trends over selectable time periods
Access to AI actions for performance summaries, rating drop alerts, corrective suggestions
Notes on each supplier with event log, changes, notes organized by AI that reads notes and extracts any alerts
Create new supplier directly from Compri (name, VAT number, address, currency, categories, payment terms) without going through the ERP
Supplier qualification status (qualified/not qualified): visible on list and profile, automatically updated upon onboarding completion
Supplier contact management in the dedicated profile: add, edit, delete
Compliance status indication on supplier list with document status to verify if any certifications have expired
Ability to send alerts to suppliers in case of expiring certifications

2.4 Procurement AI Assistant

Feature
Query procurement data in natural language (questions on orders, suppliers, prices)
Generate insights and descriptive summaries on performance, price variations, anomalies
Support for negotiation preparation (supplier history brief, offer comparison)
Execute operational tasks (supplier search, email drafting, document comparison)
Explainability of responses through links to original data and metrics
Context-awareness: the assistant knows the page and entity the user is on (supplier, order, item, insight) and responds precisely without manual explanations
Analysis of documents uploaded to the platform
Interactive charts in chat: automatic chart generation (bar, line, pie, scatter) with drill-down by clicking on elements
Access to analyzed email history and order confirmations: search confirmations, verify order status, supplier summary in natural language
Direct actions from chat: task creation and update, email composition and sending with preview UI and confirmation before sending
Insight editing from chat: the assistant re-verifies the data, shows the updated calculation and modifies the insight only after explicit user confirmation
Multilingual support: responses in the user's language across all actions including suggested action buttons

2.5 Documents

Feature
List of all documents used in Compri
Document retrieval on demand without the need to re-upload from the local computer
Document categorization by type
Management of document expiry dates with related alerts and supplier reminders
Documents collected via onboarding or compliance surveys automatically saved to the supplier master data with categorization and homepage task generation
Advanced OCR: accurate extraction from multi-page PDFs, including footer delivery notes correctly applied to all order lines

3. Deep Dive — Additional Modules

3.1 Order Management

Feature
Order Dashboard: tabular view with filters by buyer, supplier, status, deadline. Visual indicators for critical or delayed orders. Each order line shows confirmation status (pending, received, deviation)
Intelligent order confirmation reading (AI): AI reads supplier confirmation emails (PDF, Excel, free text), extracts delivery dates, quantities, prices and automatically links them to the corresponding order line. If the confirmation differs from the order, the system flags the delta and proposes an action
Confirmation compliance rules (co-design): Compri verifies that the confirmation contains the minimum required information. If partial or informal, the buyer must intervene. If complete, the order can move to confirmed with simplified validation
Human validation: the buyer accepts, rejects or counter-proposes the suggested change before it is written to the ERP. No automatic changes without explicit approval
Automatic AI follow-up: bulk selection of order lines and generation of personalized emails per supplier. Not static templates but AI-generated emails based on context (delay, urgency, history). Scheduling with progressive escalation
Multi-level follow-up: configuration of reminder rules by order type, supplier and criticality
Email from platform: communications originate from Compri with precise references to the order. The supplier replies to the same email and the AI intercepts it
Email interaction without platform: the buyer can reply directly to supplier emails without opening Compri. The system reads the email thread and updates the action page accordingly
Offline management: the buyer can bypass the email flow if already agreed with the supplier (phone, WhatsApp, supplier on site)
Communication history: every exchange with the supplier is linked to the order line. Complete traceability of who wrote what and when
ERP read synchronization: orders, lines, dates, quantities, supplier master data synchronized from the ERP. Configurable periodic updates
ERP write synchronization: automatic update of confirmed delivery dates on the ERP after buyer confirmation. Compri is the operational master
Real-time KPIs: average delay days, OTD (On-Time Delivery), OTIF (On-Time In-Full), reliability by supplier and category. Historical trends
Partial and split confirmation management: if the supplier confirms only part of the quantity or proposes split deliveries, the system manages separate lines with distinct dates and quantities
Order versioning: every change involving price or quantity generates a new order version (V1, V2, V3...). Date-only changes do not generate a new version
Critical order alerts: configurable notifications for delayed orders, confirmations missing for more than N days, price deviations above threshold

3.2 RFQ / Tender Management

Feature
Creation of requests for quotation (RFQ) with economic and technical parameters
Single or bulk item upload, coded and uncoded, to include in the tender
Supplier invitation with AI suggestion
Request sending and response collection with centralization in the system
Comparative offer evaluation with objective criteria
Addition of uncoded items (name + description) during RFQ creation, without the item needing to be present in the system

3.3 Intake Management / Purchase Requests

Feature
Creation and management of purchase requests with support for products and services, with customizable fields
Guided AI assistance for correct request compilation
Management of configurable approval workflows with differentiated logic
Real-time monitoring of the iterative request status (pending, approved, rejected, integration requested), with tracking of steps and responsible parties
Activity log and request revision history, including changes, internal comments and attachments
Approver notes during approval or rejection, visible in the request card and notification emails
Sequential approval emails: each level is notified only after the previous one confirms

3.4 Onboarding

Feature
Digital onboarding: the supplier receives a link, fills in the questionnaire and uploads documents without registering on the platform
Configurable flows per category: distinct flows for direct, indirect, critical suppliers with differentiated sections and mandatory fields
Reviewer per section: different responsible parties per area (Quality, Environment, Finance) with Accept / With Reserve / Decline workflow
Score and validity: scoring per area, overall check and onboarding expiry date
Summary PDF output: downloadable document with answers, evaluations and approval log
AI document scanning: automatic validity verification of uploaded documents (e.g. expired ISO certificate). Accept/reject suggestions
Reserved documents (INT): internal area for audit reports and notes not shared with the supplier
Category editing during active onboarding with automatic questionnaire update
Default document preloading: recurring documents pre-loaded by default for each new onboarding (e.g. company registry, DURC, ISO)
Configurable default reviewers per section
Automatic link to supplier register on completion: the system links the onboarding to the supplier master data via VAT number, marks as qualified and offers to create it if not found

3.5 Compliance

Feature
Compliance dashboard: status of all suppliers with Valid / Expiring / Expired tags. Filters by category, document type, buyer
Custom compliance flows (co-design): questionnaires for quality certifications (ISO 9001, ISO 14001, IATF 16949), DURC, DUVRI, ESG, material certificates
Bulk request sending: multiple supplier selection and simultaneous sending with link to shared space
Pre-expiry warning: configurable automatic alerts — 90, 60, 30, 15, 7 days before expiry. Notifications to the responsible buyer and the supplier
Automatic AI follow-up: AI-generated and personalized reminder emails for missing or expired documentation. Progressively more urgent tone
Contract deadlines: monitoring with pre-renewal warnings to avoid uncontrolled automatic renewals
Integrated Vendor Rating: compliance with document deadlines automatically feeds the vendor rating
AI document verification: automatic validity check (e.g. expired DURC, ISO with past date) with accept/reject suggestion
Email collection: the supplier can reply to the notification email attaching documents. AI automatically classifies them and updates compliance status
Configurable compliance scoring per flow, with report that can be generated and sent by email
One-click compliance reminder: send document update request for expired or missing documents from the compliance list

3.6 Insights

Feature
AI-identified opportunities continuously scanning spend data and documents
AI suggestions based on best practices or specific engagement rules defined by clients
Centralization and monitoring of saving initiatives with end-to-end tracking
Centralized reporting
Collaborative notes to facilitate communication between buyers
AI News Agent: automatic weekly collection of relevant news for the client, personalized by market and sector, visible as tasks on the Home Page

3.7 Contracts

Feature
Smart board for viewing and filtering contracts by operational status
Contract history with immediate access to all past documents for each supplier
Ability to plan specific contract actions (e.g. new document upload, reminders)
AI content analysis of key clauses, proposed improvements or protective points
Automatic generation of summaries highlighting expiry dates, notice periods (e.g. 60 days for termination) and estimated costs

3.8 Supplier Scouting

Feature
Fast and efficient identification and scouting of suppliers for new cooperation opportunities, overcoming the limits of the existing supplier base
AI support: users can enter queries in natural language to describe exactly what they need
Compri queries a proprietary database continuously enriched through corporate website scraping and integration of new market sources
Advanced search result filters (geographic area, certifications, technical capabilities)