Julian

Agency

South Africa

arcaneinnovations.org

Key Skills

Software

Internal/Proprietary Tooling

Other

Top Subject Matter

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Top Data Types

Text

Audio

Document

Top Task Types

Classification

Entity (NER) Classification

Text Generation

Question Answering

Text Summarization

Company Overview

Arcane Innovations (Pty) Ltd operates with a strong focus on data protection, privacy, and responsible AI implementation. As a South African company, we align our internal processes and client workflows with POPIA requirements, and where applicable, we also follow GDPR-aligned principles for international clients or clients who process personal data relating to individuals in the EU or UK. Our approach includes data minimisation, purpose-limited processing, secure access control, client-specific workflows, restricted internal access, responsible handling of personal information, and the use of data processing agreements where required. We aim to ensure that personal information is processed lawfully, securely, and only for the intended business purpose. Arcane Innovations generally acts as a technology provider and data processor when building automation systems, AI assistants, CRM workflows, and integrations for clients. The client remains responsible for determining the lawful basis, purpose, and scope of the personal data they collect, while Arcane assists in implementing secure and structured systems that support privacy-conscious operations.

Security

Security Overview

Arcane Innovations (Pty) Ltd follows privacy-conscious and security-focused practices when building AI assistants, automation workflows, CRM integrations, and software systems for clients. As a South African company, we align our data handling approach with POPIA requirements and apply GDPR-aligned principles where relevant for international clients or workflows involving personal data. Our approach includes data minimisation, purpose-limited processing, restricted internal access, secure credential handling, client-specific system access, confidentiality controls, and responsible use of third-party platforms. We aim to ensure that client information, lead data, customer conversations, and workflow data are handled only for the intended business purpose and only by authorised team members. Arcane generally acts as a technology provider and data processor when implementing systems for clients. Clients remain responsible for determining the lawful basis, purpose, and scope of the personal data they collect, while Arcane assists with secure and structured implementation of the technology used to process that data. We do not claim formal ISO, SOC 2, or HIPAA certification at this stage, but we follow practical internal security and privacy controls suitable for AI automation and software implementation work.

Security Credentials

GDPR

Labeling Experience

AI Lead Qualification & CRM Data Structuring for Mortgage Broker

Other

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Classification

Arcane Innovations designed and implemented an AI-assisted lead qualification workflow for a South African mortgage broker. The project focused on processing website and chatbot conversation data, extracting key lead information, classifying leads according to intent and readiness, and structuring the information for CRM handover. The workflow included collecting and organising fields such as full name, phone number, email address, application type, existing bond status, property selling status, timeline, and preferred consultant. Leads were classified into practical sales categories such as hot, warm, or cold based on the information provided during the conversation. Extracted and structured data was then routed into the client’s CRM and internal notification workflows. Quality measures included testing conversation outputs, checking field completeness, reviewing CRM mapping accuracy, improving prompts where missing fields occurred, and ensuring that the workflow supported responsible handling of personal information.

2026 - Present