Awaken Your Hidden Data with AI
Unlock the data potential inside your existing systems to power modern AI applications.
DATA PAIN POINTS
The Key Barriers Holding Back Your Data's Value
As operating environments grow more complex, many organisations are still constrained by legacy systems and fragmented data — turning digital transformation into a long and difficult journey.
Legacy System Integration
ERP, CRM, and custom systems operate in silos, using incompatible data formats that are hard to connect to modern platforms or AI models.
Slow Decision-Making
Data is scattered across teams and systems, making it difficult to gain a complete view and slowing down critical decisions.
Data Is Underutilised
Valuable historical data is rarely activated, limiting insight, automation, and long-term business value.
AI SERVICES
Using AI to Make Complex Projects More Structured and Complete
We help teams align resources, solve real problems, and turn innovation into practical outcomes — faster.
Data & API Integration
We integrate fragmented data and modernise APIs so your data can be reused across platforms and AI applications.
System Integration
We unify disconnected systems into a single, collaborative platform that enables teams to work faster and more effectively.
AI Dashboards
We build AI-powered dashboards that consolidate business data and surface actionable insights for leadership.
Compliance Automation
AI-driven monitoring helps enforce regulatory compliance, reduce manual risk, and ensure sensitive data is handled correctly.
Smart Manufacturing
We upgrade existing manufacturing systems to enable predictive insights, early issue detection, and continuous optimisation.
REAL-WORLD CASES
AI Automation in Action
We help teams align resources, solve real problems, and turn innovation into execution.
Enterprise Services — KYMCO
Data & API Integration
We specialise in data integration and API modernisation to unlock enterprise data for real business use. By connecting private and public data sources, we help organisations activate value faster and more reliably.
Traditional Risks
High Costs
Data Loss
Operational disruption
Our Integration Approach
Preserve historical data relationships
REST API interfaces for long-term scalability
Software
System Integration
A Smart Integration Layer for Enterprises
Disconnected systems create operational blind spots. We build an intelligent middleware layer that allows ERP, CRM, inventory, and finance systems to sync and collaborate automatically.
Traditional Risks
Inconsistent systems and data flows
Rigid, template-based integration tools
Long implementation timelines
Our Integration Approach
Real-time, bi-directional data sync
Automated conflict resolution
Fully customised workflows
Software
Industry Applications
AI-Driven, Cross-Industry Solutions
Every industry operates by its own hidden rules. We design custom AI models and data workflows that embed directly into your day-to-day operations.
Traditional Risks
Reliance on manual analysis
Persistent data silos
Lack of cross-department insight
Our Integration Approach
Industry-specific AI model training
Real-time predictions and alerts
Unified data across departments
Software
Project Management
Controlled, Predictable Delivery
We use an engineering-led, transparent delivery process to keep timelines, risks, and outcomes under control — ensuring projects move forward at a predictable pace.
Traditional Risks
Constantly changing requirements
Lack of delivery transparency
Poor alignment between technology and business
Our Delivery Approach
Technology and business alignment
Clear delivery stages and milestones
Measurable, trackable outcomes
Software
Technical Capabilities
The Core AI Engine Behind Your Business
From data preparation and model training to cloud deployment, we provide end-to-end technical capabilities that ensure AI runs reliably in production — long term.
Traditional Risks
Scattered, hard-to-use data
Limited deployment and maintenance experience
Lack of real-time monitoring and feedback
Our Technical Approach
Optimised cloud-native architecture
Rapid deployment with long-term maintenance
Automated monitoring and performance tuning
Software
REAL OUTCOMES
Why Choose Gremlin Works
We help teams align resources, untangle complexity, and turn data and AI into visible, measurable results.
Value Realised in 8–12 Weeks
From strategy to production, we use agile delivery to validate, deploy, and demonstrate real outcomes — fast. Most projects begin delivering measurable value within 8–12 weeks.
Custom AI Development
We design and build bespoke AI models tailored to your data, systems, and business context — from data preparation to model training and deployment. AI is embedded into real workflows, not built as a standalone experiment.
Ongoing Measurement
We preserve historical data context, define the right performance indicators, and continuously monitor results — ensuring value is sustained, tracked, and refined over time.
Contact Us
Ready to Start Your Intelligent Transformation?
Long-Term Partnerships
Focused on long-term value. Built on stable, lasting collaboration.
We support businesses at every stage of growth.
FAQ
Our systems are legacy — can they really integrate with AI?
Yes. We specialise in integrating legacy systems (such as SAP, Dingxin, and custom-built platforms) through data bridging and API modernisation. This allows AI capabilities to be introduced gradually while preserving full data continuity.
How long does an AI integration project usually take?
Compared to traditional projects that often take 12+ months, our modular and automated approach significantly shortens implementation time.
Is data security and regulatory compliance ensured?
Yes. We follow recognised security standards and comply with GDPR and local data protection regulations. All data remains within your internal environment and is never shared externally.
Can we assess suitability before committing?
Yes. You can submit your requirements via the contact form on our website. Based on the information you provide, we’ll carry out an initial assessment to determine whether AI integration is suitable for your business, what level of impact is realistic, and which approach would deliver the most value.
Will this affect our existing system operations?
No. We design all AI integrations to avoid disruption to your live systems.
We start by working in parallel environments — connecting, testing, and validating integrations without changing your existing workflows or infrastructure. This allows us to verify data flow, performance, and accuracy before anything touches production.
