01 · Data & Artificial Intelligence
AI Model Development & Training
Machine-learning solutions that forecast, classify, detect anomalies, recommend actions or optimize decisions using validated data and measurable performance criteria.
Build secure AI systems that grow your business.
ARRIX builds secure AI agents, intelligent software systems, data engines, and cybersecurity-ready platforms that help organizations automate work, improve decisions, and grow profitably.
AI AgentsData EnginesCybersecurity-ReadyGlobal Delivery
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Services and Solutions
What ARRIX Builds and Runs
A continuous look across the work. Hover any card for the detail, or open it.
AI SolutionsAI Model Engineering
Deciding what the model must do, what it learns from, and how it will be judged - before any training begins.
AI Model Engineering
- Turn your business need into a task a model can perform.
- Establish the baseline the model must beat.
- Specify the data required, including the rare cases.
AI SolutionsAI Model Training
Teaching the model from prepared data, with every run recorded so results can be reproduced.
AI Model Training
- Prepare and split your data properly.
- Label examples with written guidelines and agreement checks.
- Train and tune, recording every run.
Data, Dashboards, and IntelligenceData Sourcing and Collection
Getting the right data in, from wherever it lives, on a schedule you can rely on.
Data Sourcing and Collection
- Find every place your data currently lives and record who owns it.
- Connect to your systems securely and pull the data on a schedule.
- Bring in files, documents and scans without re-keying.
Data, Dashboards, and IntelligenceData Processing and Preparation
Raw records cleaned, matched and shaped so the numbers can be trusted.
Data Processing and Preparation
- Clean, standardise and de-duplicate your records.
- Build the transformation pipeline that shapes data for reporting.
- Add validation rules and hold rejects for review.
Cybersecurity and InfrastructureGovernance, Risk and Compliance
The written rules that decide who may do what, and the evidence that proves it happened.
Governance, Risk and Compliance
- Build your risk register and rate each risk with you.
- Write the policy set in language your staff can follow.
- Inventory assets and map where regulated data travels.
Cybersecurity and InfrastructureIdentity, Access and Zero Trust
Proving who someone is, and giving them only what they need, for only as long as they need it.
Identity, Access and Zero Trust
- Design roles and permission levels for your organisation.
- Roll out single sign-on and phishing-resistant MFA.
- Put admin rights behind time-limited, recorded approval.
Business TelephoningCloud Phone Systems and Numbers
A business phone system that works from any desk, any country, on any device.
Cloud Phone Systems and Numbers
- Provision business numbers in the countries you serve.
- Configure the cloud phone system, extensions and voicemail.
- Set up desk, mobile and browser softphone access.
Business TelephoningInbound Call Handling and Routing
Every call answered, understood and sent to the right person the first time.
Inbound Call Handling and Routing
- Design the call menu around what callers actually ask for.
- Build routing rules by skill, language, hours and priority.
- Record professional greetings and hold messages.
Virtual Customer CareHelpdesk and Ticketing
Every request captured as a ticket with an owner, a deadline and a visible status.
Helpdesk and Ticketing
- Set up the helpdesk with your categories and priorities.
- Write the service level targets with you.
- Staff the queue with trained agents in your tone.
Virtual Customer CareOmnichannel Support
Phone, email, chat, WhatsApp and social handled by one team with one history.
Omnichannel Support
- Connect each channel your customers actually use.
- Merge conversations into one customer history.
- Set tone and response standards per channel.
Virtual Accounting and FinanceBookkeeping and Reconciliation
Your books kept current and agreed with the bank, every week rather than every panic.
Bookkeeping and Reconciliation
- Record income and expenses in your accounting system.
- Reconcile bank, card and payment-gateway accounts.
- Chase and file the missing receipts and documents.
Virtual Accounting and FinanceAccounts Payable and Receivable
Suppliers paid on time and correctly; customers invoiced promptly and followed up.
Accounts Payable and Receivable
- Process supplier invoices with approval routing.
- Prepare payment runs for your authorisation.
- Issue customer invoices and statements on schedule.
Virtual HR ServicesRecruitment and Hiring Support
Roles defined, candidates found and screened, and your interview time spent on the right people.
Recruitment and Hiring Support
- Write the role description and scorecard with you.
- Advertise across the channels that reach your candidates.
- Screen applications and run first-stage interviews.
Virtual HR ServicesOnboarding and Employee Records
New starters ready on day one, and employee records complete, current and properly protected.
Onboarding and Employee Records
- Run the onboarding checklist from offer to first week.
- Collect and file contracts and required documents.
- Set up accounts, access and equipment with your IT path.
AI AgentsCustomer Service Agent
Answers the questions your team answers fifty times a week, and hands the rest to a person.
Customer Service Agent
- Build the approved knowledge base it answers from.
- Deploy it on your website, chat and messaging channels.
- Set the escalation rules and the warm handover to your team.
AI AgentsSocial Media Agent
Drafts, schedules and monitors your social content - with a person approving before anything is published.
Social Media Agent
- Build your content calendar and brand voice guide.
- Generate drafts and visuals for your approval.
- Schedule and publish across your connected accounts.
Managed IT and Cloud OperationsManaged IT and Service Desk
A dedicated team answering your staff, fixing the daily problems, and keeping the estate healthy.
Managed IT and Service Desk
- Answer staff requests by phone, email and chat within agreed times.
- Fix devices, accounts, printers, software and access issues.
- Keep an inventory of every device, licence and warranty.
Managed IT and Cloud OperationsCloud Migration and Modernisation
Moving what should move, modernising what deserves it, and leaving the rest alone.
Cloud Migration and Modernisation
- Assess each workload and recommend move, modernise or leave.
- Design the target architecture and landing zone.
- Migrate in waves with a tested rollback for each.
AI SolutionsAI Model Engineering
Deciding what the model must do, what it learns from, and how it will be judged - before any training begins.
AI Model Engineering
- Turn your business need into a task a model can perform.
- Establish the baseline the model must beat.
- Specify the data required, including the rare cases.
AI SolutionsAI Model Training
Teaching the model from prepared data, with every run recorded so results can be reproduced.
AI Model Training
- Prepare and split your data properly.
- Label examples with written guidelines and agreement checks.
- Train and tune, recording every run.
Data, Dashboards, and IntelligenceData Sourcing and Collection
Getting the right data in, from wherever it lives, on a schedule you can rely on.
Data Sourcing and Collection
- Find every place your data currently lives and record who owns it.
- Connect to your systems securely and pull the data on a schedule.
- Bring in files, documents and scans without re-keying.
Data, Dashboards, and IntelligenceData Processing and Preparation
Raw records cleaned, matched and shaped so the numbers can be trusted.
Data Processing and Preparation
- Clean, standardise and de-duplicate your records.
- Build the transformation pipeline that shapes data for reporting.
- Add validation rules and hold rejects for review.
Cybersecurity and InfrastructureGovernance, Risk and Compliance
The written rules that decide who may do what, and the evidence that proves it happened.
Governance, Risk and Compliance
- Build your risk register and rate each risk with you.
- Write the policy set in language your staff can follow.
- Inventory assets and map where regulated data travels.
Cybersecurity and InfrastructureIdentity, Access and Zero Trust
Proving who someone is, and giving them only what they need, for only as long as they need it.
Identity, Access and Zero Trust
- Design roles and permission levels for your organisation.
- Roll out single sign-on and phishing-resistant MFA.
- Put admin rights behind time-limited, recorded approval.
Business TelephoningCloud Phone Systems and Numbers
A business phone system that works from any desk, any country, on any device.
Cloud Phone Systems and Numbers
- Provision business numbers in the countries you serve.
- Configure the cloud phone system, extensions and voicemail.
- Set up desk, mobile and browser softphone access.
Business TelephoningInbound Call Handling and Routing
Every call answered, understood and sent to the right person the first time.
Inbound Call Handling and Routing
- Design the call menu around what callers actually ask for.
- Build routing rules by skill, language, hours and priority.
- Record professional greetings and hold messages.
Virtual Customer CareHelpdesk and Ticketing
Every request captured as a ticket with an owner, a deadline and a visible status.
Helpdesk and Ticketing
- Set up the helpdesk with your categories and priorities.
- Write the service level targets with you.
- Staff the queue with trained agents in your tone.
Virtual Customer CareOmnichannel Support
Phone, email, chat, WhatsApp and social handled by one team with one history.
Omnichannel Support
- Connect each channel your customers actually use.
- Merge conversations into one customer history.
- Set tone and response standards per channel.
Virtual Accounting and FinanceBookkeeping and Reconciliation
Your books kept current and agreed with the bank, every week rather than every panic.
Bookkeeping and Reconciliation
- Record income and expenses in your accounting system.
- Reconcile bank, card and payment-gateway accounts.
- Chase and file the missing receipts and documents.
Virtual Accounting and FinanceAccounts Payable and Receivable
Suppliers paid on time and correctly; customers invoiced promptly and followed up.
Accounts Payable and Receivable
- Process supplier invoices with approval routing.
- Prepare payment runs for your authorisation.
- Issue customer invoices and statements on schedule.
Virtual HR ServicesRecruitment and Hiring Support
Roles defined, candidates found and screened, and your interview time spent on the right people.
Recruitment and Hiring Support
- Write the role description and scorecard with you.
- Advertise across the channels that reach your candidates.
- Screen applications and run first-stage interviews.
Virtual HR ServicesOnboarding and Employee Records
New starters ready on day one, and employee records complete, current and properly protected.
Onboarding and Employee Records
- Run the onboarding checklist from offer to first week.
- Collect and file contracts and required documents.
- Set up accounts, access and equipment with your IT path.
AI AgentsCustomer Service Agent
Answers the questions your team answers fifty times a week, and hands the rest to a person.
Customer Service Agent
- Build the approved knowledge base it answers from.
- Deploy it on your website, chat and messaging channels.
- Set the escalation rules and the warm handover to your team.
AI AgentsSocial Media Agent
Drafts, schedules and monitors your social content - with a person approving before anything is published.
Social Media Agent
- Build your content calendar and brand voice guide.
- Generate drafts and visuals for your approval.
- Schedule and publish across your connected accounts.
Managed IT and Cloud OperationsManaged IT and Service Desk
A dedicated team answering your staff, fixing the daily problems, and keeping the estate healthy.
Managed IT and Service Desk
- Answer staff requests by phone, email and chat within agreed times.
- Fix devices, accounts, printers, software and access issues.
- Keep an inventory of every device, licence and warranty.
Managed IT and Cloud OperationsCloud Migration and Modernisation
Moving what should move, modernising what deserves it, and leaving the rest alone.
Cloud Migration and Modernisation
- Assess each workload and recommend move, modernise or leave.
- Design the target architecture and landing zone.
- Migrate in waves with a tested rollback for each.
Buyer Paths
Choose the path that matches your intent.
Simple Workflow
From problem to working system
A guided path from assessment to proposal, delivery, portal access, and support.
1. DiagnoseCapture processes, documents, data, approvals, and risks.
2. DesignSelect AI agents, ML engines, ERP/CRM connectors, cloud, and security.
3. AutomateBuild workflows that draft, answer, analyze, route, alert, and report.
4. DecideDashboards and approval gates keep leaders in control.
5. ScaleDeploy, train, monitor, support, and improve.
Proof Architecture
See how agents, data, and secure approval controls fit together.
AI / ML
Agent Command Center
Agent Command Center
AI agents orchestrate service, finance, legal, social, and operations workflows.
AI / ML
Machine Learning Pipeline
Machine Learning Pipeline
Data sources become forecasts, anomaly alerts, dashboards, and decisions.
AI / ML
Secure Human Approval
Secure Human Approval
Sensitive actions move through role access, audit logs, review gates, and deployment controls.
Core Services
Compare services quickly and choose the next step.
Custom Build / SaaS
AI Agent Studio
AI Agent Studio
Design secure AI agents that answer questions, draft documents, analyze files, route approvals, update records, and escalate sensitive work to people.
Custom Build / PaaS
Machine Learning & Data Intelligence Engines
Machine Learning & Data Intelligence Engines
Forecast sales, demand, inventory, risk, and customer behavior with clean data pipelines, validated models, dashboards, and monitoring.
Subscription / Managed
Social Media AI Agent
Social Media AI Agent
Plan campaigns, draft captions, repurpose posts, route approvals, schedule publishing, monitor replies, and report qualified leads.
Quote Required
ERP & CRM Systems
ERP & CRM Systems
Connect sales, finance, inventory, billing, service, reporting, and customer records using Odoo, Dynamics, SAP, Oracle, Sage, or custom systems.
Managed / Custom
Cybersecurity & System Auditing
Cybersecurity & System Auditing
Review identity, access, backups, devices, cloud settings, staff awareness, incident response, compliance evidence, and recovery readiness.
Managed / Project
Cloud, Networking & Infrastructure
Cloud, Networking & Infrastructure
Stabilize Microsoft 365, Azure/AWS, servers, VPN, firewalls, VOIP, monitoring, backups, patching, and remote team connectivity.
Custom Build
Website, App & Custom SaaS Development
Website, App & Custom SaaS Development
Build web platforms, mobile apps, portals, APIs, databases, admin consoles, dashboards, ecommerce flows, and secure client workspaces.
Consulting
ICT Consultancy & Digital Transformation
ICT Consultancy & Digital Transformation
Map processes, select systems, define architecture, train users, manage change, and turn broad transformation goals into funded delivery plans.
Monthly / Managed
Managed IT Operations & Support
Managed IT Operations & Support
Operate helpdesk, endpoints, onboarding, backups, patch plans, monitoring, vendor coordination, monthly reporting, and practical IT governance.
Custom / Managed
Business Intelligence Dashboards
Business Intelligence Dashboards
Create executive KPI dashboards, scorecards, automated reports, operational alerts, data visualizations, and decision-support portals.
Next Step
Start AI Assessment
Start an assessment, get a recommendation, then move to consultation, proposal, checkout, or portal delivery.