AI at work, sector by sector.

The agents that come up most with our clients

• Write, repurpose and publish content

  Marketing & communications

  • LinkedIn post writing agent
  • Agent helping create project briefs
  • Multi-channel content adaptation agent
  • Visual and video script generation agent
  • HTML code generation agent for new offers
  • Agent adapting visual content from templates
  • External newsletter writing agent
  • Internal email communication agent
  • Image generation for internal events
  • Website enriched after a customer signs
  • SEO optimisation agent
  • SEO/GEO visibility tracking against competitors

• Win tenders, from monitoring to the reply

  Sales & order admin

  • Automated analysis of public tenders
  • Monitoring and qualification of public tenders
  • Mining the public-procurement database for tenders
  • Automated pre-filling of tender replies
  • Document search for pre-sales and costing
  • Project sheet created automatically when a tender arrives
  • Database of past proposals with similar-proposal search
  • Automatic matching of past and incoming tenders
  • Workload analysis to steer tender responses
  • Automatic selection of the pre-sales team

• Make closings and provisions reliable

  Finance & accounting

  • Automated detection and reporting of missing invoices
  • Automatic detection of missing accounting entries
  • Automatic anomaly detection during accounting closings
  • ERP query assistance for accounting closings
  • Consistency check of accounting provisions
  • Automatic reconciliation and normalisation of suppliers
  • Customer ledger analysis (unmatched entries)
  • Detection and estimation of accrued invoice provisions
  • Automated calculation of a business value-added tax

• Query your own reference material: expert assistants

  Leadership & all functions

  • Legal expert dedicated to employee savings and retirement
  • Expert business-law agent connected to reliable sources
  • Technical assistant on material standards
  • HR chatbot for employee questions
  • Assistant on the internal document base
  • Legal knowledge and document analysis assistant
  • Technical document search for maintenance
  • Help drafting letters and quality documents
  • Dedicated HR assistants (area identified)

• Check compliance before release

  Quality, regulatory & R&D

  • Consistency check of PDFs generated in no-code
  • Accessibility standards compliance check
  • Agent detecting changes that must be carried over
  • Content review agent for regulatory compliance
  • Brand-guidelines compliance agent
  • Consistency check of packaging against the technical sheet
  • Detection of packaging version differences
  • Regulatory compliance check for export

• Find and approach new prospects

  Sales & order admin

  • Weekly prospecting agent for high-potential start-ups
  • Prospect database with trigger criteria
  • Automatic prospecting emails
  • Identification of sales targets
  • New-customer prospecting by territory
  • Non-retail sales prospecting
  • Personalised healthcare prospecting emails
  • Personalised sales follow-up for the pharma sector

• Make promotion forecasts and operations reliable

  Procurement & supply chain

  • Automatic promotional flyers for mass retail
  • Making the promotion management process reliable
  • Cannibalisation and performance analysis of promotions
  • Reliability report of promotion forecasts
  • Automatic preparation of supply/sales steering meetings
  • Automatic follow-up of promotion status
  • Analysis of weather impact on sales
  • Critical review of forecast plans against history

• Regulatory watch and legal review

  Leadership & all functions

  • Automated regulatory watch on international trade (customs, anti-dumping, CBAM)
  • Regulatory watch on employee savings
  • Regulatory watch agent
  • Compliance regulatory watch
  • Impact analysis of a regulatory change
  • Audit and regulatory update of internal documents
  • Automated legal review of third-party contracts
  • Employment-law watch

• Turn a conversation into minutes and data

  Sales & order admin

  • Automated follow-up of sales meetings
  • Voice report of a store visit (voice-to-CRM)
  • Extraction of call information into the CRM
  • Automatic minutes and follow-up after a supplier meeting
  • Automatic minutes of supplier meetings
  • Automatic minutes of a product tasting
  • Voice report of a maintenance job entered in the CMMS
  • Help producing minutes inside the management tool

• Anticipate stock-outs, overstock and supply-chain disruptions

  Procurement & supply chain

  • Automatic stock-out alerts in mass retail
  • Stock saturation forecast
  • Alert on consumption variability of critical raw materials
  • Alert on abnormal customer orders
  • Group stock queried in plain language
  • Automated summary of sea-freight news
  • Handling of carrier disputes and penalties

• Back up tech teams: code, logs, workflows, AI platform

  IT, data & product

  • Automated analysis of application logs
  • Weekly code repository status report
  • Automatic interpretation of workflow errors
  • Automated code review assistant
  • AI-assisted software development
  • Cost optimisation audit of the AI platform
  • Internal MLOps framework

• Embed AI in a medical device

  Quality, regulatory & R&D

  • Operator assistance during the exam (medical device)
  • Automatic quality control of the exam (medical device)
  • Quality score for proprietary images or signals
  • Better medical diagnosis and prognosis
  • Identifying data sets for research
  • Decision support during the exam (area being explored)
  • Data enrichment and correlation after the exam

• Explain cost, margin and budget variances

  Finance & accounting

  • Automatic analysis of revenue and margin variances
  • Monthly pre-analysis of industrial cost-price variations
  • Monthly summary of budget overruns by department
  • Sales budget versus actuals check
  • Material consumption check (theoretical versus actual)
  • Automatic detection of cost anomalies
  • Automatic explanation of spending variations

• Generate dashboards and recurring reports

  Leadership & all functions

  • Data analysis agent for BI reporting
  • Automated marketing reporting agent
  • Monthly marketing reporting agent for the executive committee
  • Automatic tracking of key indicators and sharing with teams
  • Automated Sales Enablement reporting
  • Automated reports and presentations for the executive board
  • Automated industrial indicators reporting (weekly/monthly/executive)

• Manage your supplier base

  Procurement & supply chain

  • Automatic detection of supplier price increases
  • Supplier contract renewal tracking and alerts
  • Automatic alerts on customer price-list expiry
  • AI assistant for the vehicle fleet and supplier contracts
  • Automatic update of reference supplier contacts
  • Automatic preparation of quarterly purchasing tenders
  • Automatic sourcing of new suppliers

• Market watch and analysis

  Marketing & communications

  • Automated competitive and market watch
  • Internal and external information search agent
  • Multichannel Voice of Customer consolidation
  • Consumer trend watch
  • Image analysis and translation for export watch
  • Generation and scoring of innovative product concepts
  • Competitive watch on packaging design

• Price and write quotes, offers and agreements

  Sales & order admin

  • Automatic quotes from customer requests
  • Live supplier price comparison for quotes
  • Expert technical assistant to qualify customer requests
  • Automatic quotes from sales visit reports
  • Automatic personalised annual report
  • Automated drafting of commercial agreements
  • Automated drafting of commercial offers

• Speed up hiring and look after the employer brand

  HR & recruiting

  • Generation of job descriptions and ads
  • Interview preparation with a personalised evaluation grid
  • Personalised sourcing messages
  • Candidate sourcing queries generated automatically
  • Pre-processing of applications outside the ATS
  • Employer review monitoring
  • Help producing employer-brand content

• Support wealth and asset-management advisers

  Finance & accounting

  • Financial allocation and product-range comparison agent
  • Wealth diagnosis assistance agent
  • Comparative fund presentations generated automatically
  • Automated drafting of wealth recommendations
  • Fund data analysis agent
  • Automated investment summary for due diligence
  • Document analysis to draft commentary

• Create and clean product data

  Procurement & supply chain

  • Item records created automatically from supplier data
  • Automatic generation of supplier commercial catalogues
  • Agent updating a regulatory fund database
  • Interface and agent to help enter product marketing data
  • Multi-agent quality control of product data
  • Compliance check of product sheets against standards

• Feed CRM, ERP and tools without re-keying

  Sales & order admin

  • Automatic creation of opportunities in the CRM
  • Qualification tags defined in the CRM
  • Automatic enrichment of CRM fields
  • Multichannel marketing workflow automation
  • Automatic synchronisation of HR data across systems
  • Stock returns handling agent

• Handle tickets and complaints faster

  IT, data & product

  • Automatic ticket creation from incoming requests
  • Customer ticket review to drive towards zero incidents
  • Assistant for answering priority tickets
  • Automated replies to simple tickets
  • Automated suggested replies to complaints
  • Weekly ticketing performance report

• Help users with IT and tools

  IT, data & product

  • Agent building a CRM knowledge base
  • Document search agent for IT support
  • IT support chatbot for users
  • IT/ERP support assistant by email
  • Expert assistant for reporting and office tools
  • Agent handling data-related questions

• Prepare any meeting in one click

  Sales & order admin

  • Automated preparation of sales meetings
  • Automatic preparation of store visits
  • Automatic preparation brief before a supplier meeting
  • Automatic preparation of supplier meetings
  • Automated strategy brief before a consulting engagement
  • Document search and meeting preparation

• Produce financial reporting

  Finance & accounting

  • Consolidated multi-entity financial analysis from accounting data
  • Automated monthly financial reporting
  • Monthly summary of financial results by branch
  • Automated monthly analysis of expense accounts
  • Monthly average customer and supplier payment delays
  • Tracking and measuring gains from operational improvement projects

• Scope, document and mock up products

  IT, data & product

  • Automatic generation of BPMN process diagrams
  • Agent advising on charts and visuals
  • Mock-up assistance following the brand guidelines
  • Automated documentation of no-code/low-code content
  • Enriching product documentation (build and run)
  • Automated enrichment of the product backlog

• Train, track skills and use review interviews

  HR & recruiting

  • Help training consultants on employability
  • Automatic summary of training needs raised in reviews
  • Tracking and chasing certification tickets
  • Interactive training on offers and tools
  • Training tracking and skills matrices
  • Statistical analysis of exit interviews

• Calculate replenishment and purchasing needs

  Procurement & supply chain

  • Automatic replenishment suggestions based on actual sales
  • Daily optimisation of stock transfers between branches
  • Automated calculation of Asia import replenishment needs
  • Help forecasting raw-material purchases
  • Detection of discontinued items and orders in the ERP

• Chase quotes, dormant customers and renewals

  Sales & order admin

  • Automatic follow-ups for inactive customers
  • Automatic follow-ups on unanswered quotes
  • Sales output analysis for targeted follow-ups
  • Automated subscription renewals
  • Customer-base segmentation and targeted alerts

• Check consistency of files, commissions and payments

  Finance & accounting

  • Daily check of Excel files received from a partner
  • Commission consistency checks and variance analysis
  • Automated reconciliation of statements and payments
  • Automated quality control of monthly reports
  • Consistency check between broker confirmations and the management tool

• Extract data from documents (PDFs, scans, forms)

  Quality, regulatory & R&D

  • Automated conversion of material certificates
  • Automated processing of audit forms
  • Checking of handwritten quality control sheets in production
  • Automated collection and archiving of partner documents
  • OCR digitisation of annual review notes

• Invoice and enter orders without re-keying

  Finance & accounting

  • Automatic sorting of order emails and order entry
  • Automated recurring invoicing
  • Automated order entry and allocation contracts
  • Invoice generation and automated email sending
  • Supplier communication for e-invoicing

• Stay on top of your inbox

  Leadership & all functions

  • Daily summary of priority emails
  • Email management assistant for general management
  • Assisted drafting of email replies
  • Automated follow-up of emails awaiting a reply
  • Assisted writing and improvement of emails

• Track quality controls, drift and risk

  Quality, regulatory & R&D

  • Preparation of monthly quality analysis plans
  • Detection of drift and trends in quality analytical data
  • Weekly environmental microbiological monitoring reports
  • Automatic checking of clinical trials
  • Forecast microbiological risk estimation

• Check expense claims and payroll inputs

  Finance & accounting

  • Automatic allocation of expense claims to the right customer
  • Automated expense-claim entry
  • Automatic calculation of annual salary increases
  • Cross-check of variable payroll items

• Equip R&D projects

  Quality, regulatory & R&D

  • Photo mock-ups for inkjet coding marks
  • Automatic tracking of time spent per project (workload plan)
  • Drafting of research tax-credit files
  • Product cost-price calculation

• Keep the energy bill under control

  Operations & industry

  • Checking of energy supplier invoices
  • Energy-market watch with position recommendation
  • Estimation of energy accounting provisions
  • Tracking of industrial utility drift (boiler room, refrigeration)

• Make new-joiner onboarding work

  HR & recruiting

  • Automated handling of IT onboarding emails
  • Onboarding support agent
  • Completeness check of employee files
  • Automated multi-party onboarding coordination

• Manage temp agency and seasonal staff

  HR & recruiting

  • Checking and sending temp timesheets
  • Forecast schedule for summer replacements
  • Tracking temp assignment length and optimising costs
  • Processing and checking of temp invoices

• Monitor equipment and industrial processes

  Operations & industry

  • Monitoring and anomaly detection of cold rooms
  • Monitoring of production process compliance
  • Performance tracking of a critical production line
  • Capacity and feasibility audit of production

• Optimise store rounds and visits

  Sales & order admin

  • Optimised weekly rounds for area managers
  • Shelf-space survey from a photo and shelf-share calculation
  • Retailer data-sharing analysis and store action plan
  • Consistency check between field reports and actual sales

• Watch security, certificates and compliance

  IT, data & product

  • Certificate monitoring and renewal agent
  • ISO 27001 compliance assistant
  • Data consolidation assistant for the security committee
  • Phishing and security alert monitoring agent

• Assign profiles and balance workload

  Operations & industry

  • Automatic workload smoothing
  • Automatic detection of workload plan overloads
  • Profile selection by skills and availability

• Chase and collect overdue invoices

  Finance & accounting

  • Automated chasing and collection of unpaid invoices
  • Personalised customer reminders generated automatically
  • Automated follow-up of partner non-payments

• Draft employment contracts and amendments

  HR & recruiting

  • Automated drafting of employment contracts
  • Automated update of contract amendments
  • Seasonal fixed-term contracts generated automatically

• Reconcile intercompany accounts

  Finance & accounting

  • Automated analysis of intercompany current accounts
  • Automated reconciliation of intercompany current accounts
  • Automated calculation of intercompany current-account interest