Make Your Existing Systems and Data Smarter with AI
We add AI to the ERP, CRM, banking, insurance and manufacturing software you already run, and turn scattered data into forecasts, alerts and answers, with lower risk and faster ROI than a rebuild.
Fixed-price audit in 1–2 weeks · Working proof of concept in 3–6 weeks
Our portfolio includes work in:
Clients and platforms we have worked with:
Where we help most: AI for the systems and data you already have
Most companies don’t need a rebuild to benefit from AI. They need the right intelligence added to the software and data they already depend on.
AI Modernization of Legacy Systems
Add AI features to your existing ERP, CRM, banking, insurance or manufacturing software without a full rebuild.
- Document processing
- Intelligent search
- Chatbots on internal data
- Predictive maintenance
- Automated reporting
- Code and legacy migration assistance
AI-Powered Data Analytics
Clean up scattered data, build dashboards, then add forecasting, anomaly detection and natural-language querying.
- Demand forecasting
- Churn prediction
- Fraud detection
- Customer segmentation
- Anomaly detection
- Natural-language querying: “ask your data”
We make your existing systems and data smarter, with lower risk and faster ROI than a rebuild.
- Keep the systems your teams already know and trust
- AI is added through APIs and data integration, not a ground-up rewrite
- Start with one use case on your real data and see results first
- Role-based access, controlled data permissions and human review where accuracy matters
Prove the value before you commit to the build
AI projects stall when buyers fear wasted spend. So we start small, with fixed-price packages and a clear decision point after each stage.
- 1–2 weeks · Fixed price
AI Readiness Audit
We review your systems and data, then deliver a ranked list of AI use cases with estimated ROI.
- 3–6 weeks · Fixed price
Proof of Concept
One working use case built on your real data, so you see results before you commit to scale.
- Ongoing
Scale-Up Contract
Production rollout, integration with your systems, monitoring and ongoing support.
Proven in law and warehousing. Ready to bring the same AI to your industry.
Our delivery experience is deepest in legal data and warehouse operations. The same approach, adding AI to the systems and data you already have, applies wherever there are legacy systems, large volumes of data and limited in-house AI skills.
Where we have delivered
Law & Legal Data
Our deepest area of delivery. D-Law, a legal intelligence platform, runs on our AI-OCR, structuring and natural-language querying pipeline.
See legal solutions →Warehousing & Inventory
Warehouse management software, mobile scanning, invoice extraction and inventory analytics, backed by hands-on WMS delivery.
See warehousing solutions →Where we can do the same for you
Banking, NBFC, Insurance & Fintech
Document automation, fraud detection, underwriting support.
See BFSI use cases →Manufacturing & Logistics
Predictive maintenance, route and inventory optimization.
See manufacturing use cases →Healthcare & Pharma
Records, diagnostics support and compliance workflows.
See healthcare use cases →Retail & E-commerce
Recommendations, demand forecasting and customer analytics.
See retail use cases →In every industry we work the same way: a fixed-price AI Readiness Audit, a proof of concept on your real data, then scale-up only when the results justify it.
The AI building blocks behind both offers
Practical AI, connected to your data and systems.
Enterprise knowledge assistants using RAG and vector search
Natural-language database analytics with controlled table access
AI document processing for OCR, invoices, receipts, IDs, business cards, cheques and document comparison
Multi-LLM application architecture with model choice by use case
Charts and dashboards generated from business questions
API-based AI integration with external applications and office devices
AI work we can point to
Leading legal intelligence platformD-Law
AI-assisted legal data processing and natural-language analytics for a Hong Kong legal intelligence platform.
Read case study →
Leading educational publishing houseEducational Publisher
Automated catalogue extraction, matching and natural-language analytics to replace repetitive spreadsheet-heavy work.
Read case study →
Office device document processingMFP AI Document Processing
AI functions embedded into office multi-function devices for OCR, searchable PDFs, translation and structured data extraction.
Read case study →
Our governed AI platformMultiLLM AI Platform
A governed AI platform combining knowledge bases, database queries, OCR agents, charts, role-based access and API integration.
Read case study →Full-stack engineering that makes AI work in production
AI only pays off when it is wired into dependable software, data and infrastructure. These are the engineering services behind every AI engagement.
Custom Software Development
Business systems and tailored applications designed around your workflows, users and integrations.
Learn more →Web Application Development
Responsive business portals, platforms and browser-based products built for usability and maintainability.
Learn more →Mobile App Development
Native and hybrid mobile experiences for customer, workforce and operational use cases.
Learn more →AI & Generative AI Development
AI assistants, RAG, document intelligence, natural-language database access and workflow automation.
Learn more →Data Engineering & Analytics
Data integration, databases, reporting, vector search and decision-support experiences.
Learn more →Cloud & Deployment Engineering
Flexible cloud or on-premises deployment, API integration and production-ready environments.
Learn more →UI/UX & Product Design
User journeys, information architecture, workflows, prototypes and interface design for complex products.
Learn more →QA & Test Automation
Structured quality assurance across functionality, integration, regression, performance and release readiness.
Learn more →Solutions shaped by real operations
- Enterprise knowledge and document search
- Legal data intelligence and natural-language querying
- Educational catalogue extraction and school-list matching
- AI-enabled document processing from office scanners/MFP devices
- Warehouse and inventory management
- Online forms and application workflows
- Booking and resource management systems
Built for dependable delivery
- AI-specific focus: modernization and analytics on top of the systems and data you already have, not AI for its own sake
- Engineering-led delivery focused on solving the business process, not only building screens
- Web, mobile, databases, integrations and AI under one delivery approach
- Experience with custom enterprise workflows and data-heavy applications
- Quality processes across project management, software development, monitoring and change management
- Flexible technology choices and support for cloud or on-premises deployment where required
- Long-term customer support and continuous improvement mindset
Frontend to AI orchestration, under one roof
Our technical work spans frontend, backend, mobile, relational and NoSQL databases, AI orchestration, vector retrieval and API integrations. Our current platform work includes React.js, Python/Flask, LangChain, Weaviate and MSSQL, with integrations across MySQL, PostgreSQL, Oracle, MongoDB and SAP-oriented data environments. We also work with PHP, ASP.NET, C#, Java, Swift, Node.js, AngularJS, ReactJS, HTML5, CSS and e-commerce platforms.
Engineering approachA clear path from problem to production
Discover the business problem and existing workflow
Map user journeys, data sources, integrations and constraints
Define UX, architecture and release scope
Build in iterative milestones with code review and QA
Deploy, hand over and train users where needed
Monitor, support and improve based on real usage
In their words
Results from AI pipelines, document processing and analytics built on MultiLLM AI Platform.
Processing daily court proceedings used to be our biggest operational bottleneck. MultiLLM AI Platform didn’t just give us an OCR tool; they built an AI pipeline that actually understands the context of complex, bilingual legal documents. We’ve cut our manual data entry resources in half, increased document processing speed by 70%, and future-proofed our entire database.
Every summer, our team used to drown in paper, manually typing catalogues and cross-checking hundreds of school book lists just to figure out our market position. MultiLLM AI Platform’s AI-OCR automated extraction and matching, and the ability to simply ask for a chart of our market share has revolutionized our decision-making.
Our old OCR system felt like a trap — every time a vendor changed a logo or moved a column, we had to pay IT to fix it. With MultiLLM AI Platform’s AI-OCR, our own team trains the system in seconds. The confidence-highlighting feature makes verification incredibly fast, and the fact that we can now use AI to visualise our logistics data has completely changed how we operate.
As a team of 50, we couldn’t afford to buy five different AI software packages, and we definitely couldn’t afford to let AI usage costs run wild. MultiLLM AI Platform gave us exactly what we needed: one platform that does it all, with the admin controls to manage who sees what and how much we spend. Our team can compare contracts and draft emails, while I can visualize our sales data. And knowing we have the option to move everything to an on-premises server as we grow makes this the perfect long-term solution.
Not Sure Where AI Fits? Start with a Readiness Audit.
In 1–2 weeks we review your systems and data and give you a ranked list of AI use cases with estimated ROI. Fixed price, no commitment to build.