Systems we upgrade

AI for the systems your business already runs on.

Below are the types of systems we turn into AI-powered systems, the platforms we often meet, and what AI typically adds to each one. No replacement, no big migration — just new capabilities on top of what works.

ERP systems

Often seenSAP, Microsoft Dynamics 365, Odoo, Oracle, Logo, Netsis, Mikro, Epicor, custom ERPs

  • Ask your ERP anything"What were our top 10 products by margin last quarter?" answered in seconds, in plain language.
  • Purchase & invoice automationSupplier documents read, matched to purchase orders and prepared for approval.
  • Demand & cash-flow forecastingPredictions based on your own history, seasonality and open orders.
  • Anomaly alertsUnusual prices, duplicate payments or sudden cost jumps flagged automatically.

CRM & sales systems

Often seenSalesforce, HubSpot, Zoho CRM, Pipedrive, Dynamics CRM, in-house CRMs

  • Lead scoringAI ranks leads by how likely they are to buy, so sales calls the right people first.
  • Email & proposal draftingPersonalized follow-ups and offers written from the customer's history.
  • Call & meeting summariesNotes, next steps and tasks logged into the CRM automatically.
  • Churn warningsSpot customers who are likely to leave before it happens.

Accounting & finance software

Often seenQuickBooks, Xero, Sage, Logo, Luca, Paraşüt, e-invoice systems, banking exports, Excel

  • Invoice & receipt captureRead PDFs, photos and e-invoices; fill in the fields; post for approval.
  • Bank reconciliationAI matches bank lines to invoices and explains what doesn't match.
  • Collections assistantWho is overdue, how much, and polite reminder drafts ready to send.
  • Plain-language reportsMonthly results explained in words managers understand.

HR & payroll systems

Often seenBambooHR, Workday, SAP SuccessFactors, local payroll software, in-house HR portals

  • CV screeningApplications summarized and matched against the job requirements.
  • Employee help deskStaff ask about leave, policies and payslips and get instant answers.
  • Onboarding assistantPersonal checklists and documents prepared for every new hire.
  • Workforce insightsTurnover risks, overtime trends and absence patterns highlighted.

Inventory & warehouse systems

Often seenWMS platforms, ERP inventory modules, barcode systems, spreadsheets

  • Smart reorderingSuggested purchase quantities based on sales, seasons and lead times.
  • Dead-stock detectionFind slow-moving items and get ideas to clear them.
  • Product data cleanupDuplicate items merged, descriptions and categories standardized.
  • Ask your stock"How many days of stock do we have for item X?" answered instantly.

E-commerce & POS

Often seenShopify, WooCommerce, Magento, ikas, Ticimax, marketplaces (Trendyol, Amazon), POS systems

  • Product content at scaleTitles, descriptions and translations generated from product data.
  • Shopping assistantA chat that recommends products and answers "where is my order?".
  • Review & return analysisWhat customers complain about, summarized by product.
  • Pricing & promotion ideasSuggestions based on sales speed, stock and margins.

Healthcare systems

Often seenClinic management, hospital information systems (HIS), EMR / EHR, lab and imaging systems, dental software

  • Clinical note draftingVisit summaries drafted from dictation, reviewed and signed by the doctor.
  • Patient communicationAppointment reminders, preparation instructions and FAQs answered 24/7.
  • Document intakeReferrals, insurance forms and lab results read and filed automatically.
  • Operational insightsNo-show prediction, scheduling optimization and capacity planning.

Education systems & LMS

Often seenMoodle, Canvas, Google Classroom, school management systems, training portals

  • AI tutorStudents get explanations based on your own course material.
  • Question & quiz generationExams and exercises created from lessons in minutes.
  • Grading supportFirst-pass feedback on assignments for teachers to review.
  • Parent & student assistantSchedules, fees and announcements answered automatically.

Real estate & property management

Often seenListing portals, rental & tenant management, facility management, construction project software

  • Listing writerAttractive, multilingual property descriptions from a few details and photos.
  • Lead qualificationAI chats with inquiries, asks the right questions and books viewings.
  • Contract reviewKey dates, amounts and clauses pulled from leases and contracts.
  • Maintenance triageTenant requests classified, prioritized and assigned automatically.

Logistics & fleet systems

Often seenTMS, fleet tracking, freight forwarding software, customs and shipping systems

  • Shipping document AIBills of lading, invoices and customs papers read and checked.
  • Delay predictionEarly warnings for shipments at risk, with suggested actions.
  • Customer updatesAutomatic, accurate answers to "where is my shipment?".
  • Route & load insightsFind cost savings in routes, loads and carrier choices.

Helpdesk & customer support

Often seenZendesk, Freshdesk, Jira Service Management, call-center software, WhatsApp Business

  • AI first-line supportCommon questions answered on chat, email or WhatsApp — from your own knowledge base.
  • Reply draftingAgents get a suggested answer for every ticket, with sources.
  • Ticket routingRequests categorized, prioritized and sent to the right team.
  • Voice of the customerWeekly summaries of what customers ask and complain about.

Booking & reservation systems

Often seenHotel PMS, channel managers, restaurant and appointment booking, tour and travel systems

  • 24/7 booking assistantGuests ask, compare and book in their own language.
  • Guest messagingPre-arrival info, upsell offers and answers sent automatically.
  • Review managementReviews summarized and polite replies drafted.
  • Occupancy forecastingBetter pricing and staffing from booking patterns.

Document management & archives

Often seenSharePoint, Google Drive, network folders, scanned archives, e-signature tools

  • Search by meaningFind any document by asking a question, not by guessing file names.
  • Archive digitizationScanned papers turned into searchable, structured data.
  • Auto-classificationDocuments tagged, filed and routed the moment they arrive.
  • Summaries & comparisonsLong reports and contract versions summarized and compared.

Legacy & custom software

Often seenIn-house web apps, desktop programs (Delphi, VB, .NET, Java), Access databases, old PHP systems

  • AI without rewritingWe connect to the database or screens and add an AI layer next to the old system.
  • Modern AI interfaceA chat or sidebar that lets staff work with the old system in plain language.
  • Hidden knowledge unlockedYears of records become searchable and useful for decisions.
  • Gradual modernizationAI helps document and refactor old code, step by step, when you're ready.
How we connect

There is always a way in.

We pick the safest, simplest connection your system allows — and only the access the AI really needs.

APIs & integrations

The cleanest path when your system offers an API or plug-in framework.

Database access

Read-only access or a replica, so AI can analyze data without touching production.

Files & exports

Excel, CSV, PDF and scheduled exports — perfect for older systems.

Email & events

React to new emails, orders or tickets the moment they happen.

Screen automation

For systems with no API at all, AI can work through the same screens people use.

Embedded in your UI

An AI sidebar, button or chat added inside your existing application.

Find out what AI can do for your system.

Tell us what you run today. We'll show you where AI saves the most time — in a free, no-obligation assessment.

Book a free assessment →