Prediction & pricing engines
Demand, price and risk predictions surfaced directly inside the screens where decisions are made.
Singapore · UK · Worldwide
Custom AI Application Development for global teams.
AI features built into the software your team already uses, scoped around one business metric and shipped to production.
Most AI pilots stall because they live outside the systems people use every day. KenStack builds custom AI applications that sit inside your workflows: a pricing engine inside your quoting tool, an AI copilot inside your CRM, or a forecasting dashboard your operations team opens every morning.
We work with companies in Singapore, the United Kingdom and around the world as a senior, remote AI engineering team based in India. Each project starts with a short discovery to agree the metric the application must move, the data available and how success will be measured, followed by a working prototype on your own data before any large build begins.
Production applications are built on proven stacks such as Python, FastAPI, React and your cloud of choice, with role-based access, audit logging, cost tracking per request and monitoring. You own the source code and the models, and the system is documented so your in-house team can run and extend it.
What We Build
What we build with custom AI applications.
Typical projects we deliver, each scoped around a measurable business result.
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AI copilots for staff
Assistants that draft quotes, emails and reports from your data, with a person approving every output.
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Intelligent dashboards
Dashboards that explain trends, flag anomalies and answer questions in plain English.
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Recommendation systems
Product, content and next-best-action recommendations for e-commerce and SaaS platforms.
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AI inside existing software
AI features added to your current CRM, ERP or customer portal through secure APIs.
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Internal AI platforms
A private, governed AI workspace for your teams, with usage limits and audit trails.
How We Work
From discovery to production in four steps.
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01
Discovery
A free call and short audit to understand goals, users, data and constraints, ending in a clear scope and quote.
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02
Design & architecture
Wireframes, data model and technical plan reviewed with you before development starts.
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03
Build in sprints
Development in one to two week sprints with a working demo and your feedback each time.
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04
Launch & support
Testing, deployment, training and a warranty period, then optional monthly support.
FAQ
Custom AI Application Development: common questions
Do you build AI applications for companies in Singapore and the UK?
Yes. We work remotely with businesses in Singapore, the United Kingdom and other countries. Our working day overlaps most of the Singapore business day and the UK morning, and we run regular video calls, sprint demos and shared project boards.
How do you decide whether an AI application is worth building?
We start with a short discovery to agree the business metric, check the data and estimate the return. If the numbers do not justify a build, we say so before you spend on development.
Who owns the code and models?
You do. Code is committed to your repository throughout the project and all intellectual property, including trained models, is assigned to you once the project is paid for. We are happy to sign an NDA before discovery.
Can you work alongside our in-house developers?
Yes. We can deliver a complete application or join your team as dedicated AI engineers, following your code review, security and deployment practices.
More AI Services
Often paired with this.
RAG & LLM Development
Large language models connected to your own documents and data, giving grounded answers with citations and the access controls your compliance team expects.
ExploreMachine Learning Development
Forecasting, classification and risk models trained on your business data, deployed behind an API and monitored as your data changes.
ExploreAI Chatbot Development
Support, sales and knowledge chatbots that answer from your content, capture leads and hand over to a person when they should.
ExploreReady to start with custom AI applications?
Tell us what you want to achieve. In a free 30-minute call, on Singapore or UK time, we will suggest the right approach, scope and timeline.