AI & Machine Learning
Applied AI That Answers a Real Business Question
AI and machine learning solutions built around a specific outcome - recommendation engines, demand forecasting, intelligent automation and natural-language tools - rather than AI for its own sake. We scope, build and ship models that integrate with the systems you already run.
Platforms We Build On
Machine Learning Models
Custom classification, regression and recommendation models.
Deep Learning & NLP
Neural networks for vision, language and forecasting tasks.
Cloud AI Infrastructure
Scalable training and inference infrastructure on demand.
Our Process
Identifying where a model can actually change a decision or outcome, backed by the data you have available.
Assessing and preparing the data a model needs - often the real bottleneck, addressed before any modeling starts.
Building and validating the model against your real data, not a generic benchmark dataset.
Wiring the model into your product or workflow so its output reaches the people who need it.
Ongoing monitoring for model drift, with a retraining cadence agreed upfront.
Not sure if your use case is actually ready for machine learning? Let's find out together.
Talk to an Expert→
AI & Machine Learning Services We Offer
Use-Case Scoping
Finding where AI genuinely moves a business metric, not just where it makes an impressive demo.
Custom Model Development
Recommendation engines, forecasting, classification and NLP models built around your specific problem.
Systems Integration
Wiring models into your existing data pipelines, CRM and product systems.
MLOps & Monitoring
Model monitoring, retraining and versioning once a model is live in production.
Why Choose Infigrity for AI & Machine Learning?
Scoped Around a Real Outcome
We only recommend AI where it can move a genuine business metric - and say so honestly when a use case isn't ready for it yet.
Built on Your Actual Data
Models validated against your real data, not a generic benchmark dataset that looks good in a slide deck.
Integrated, Not Standalone
Most of our AI work plugs into your existing product or platform through API integration, instead of shipping as a disconnected tool.
Monitored After Launch
Model drift and accuracy get tracked on an agreed retraining cadence, since a model's performance changes as real-world data changes.
How We Work With You
Time & Material
For a model that will keep improving as more real data comes in.
- →Change scope as requirements evolve
- →Pay based on work delivered
- →Sprint-based delivery and review
- →Full visibility into progress
Dedicated Team
Extend your team with ML engineers who work inside your data pipeline.
- →Resourcing matched to your exact needs
- →Direct daily collaboration with your team
- →Scale the team up or down as needed
- →Guaranteed committed hours
Fixed Price
For a clearly scoped proof-of-concept or model build with a defined timeline.
- →Scope agreed upfront
- →Milestone-based delivery
- →Fixed timeline and budget
- →Best for well-defined projects
Built With
More in Technology
Technology
AI, cloud infrastructure, mobile apps and quality engineering, handled by one technology team instead of four different vendors. We build for data-driven decisions and automation from day one, with security built in, not bolted on. The result: software that holds up under real-world load, not just a demo.
Learn more→DevOps Consulting
CI/CD pipelines, infrastructure automation and release practices that let your team deploy with confidence. We audit how your team ships today, then fix the specific bottlenecks - not a generic DevOps checklist.
Learn more→Data & Analytics
Dashboards, reporting pipelines and data infrastructure that convert scattered business data into something a team can actually use - not a data warehouse nobody logs into. We design around the decisions your business needs to make, then build the pipeline to support them.
Learn more→Web Development
Custom web platforms - from marketing sites to complex web applications - built for performance, security and long-term maintainability. We pick the stack that fits your team and roadmap, not the one that's trending.
Learn more→Mobile App Development
We build native and cross-platform apps that people actually keep on their phone - from the first wireframe through app store approval, and the updates that come after launch. One team handles the design, the build, and the backend behind it, so nothing falls into a gap between vendors.
Learn more→E-commerce
We build storefronts people can actually check out on without giving up halfway - on Shopify, WooCommerce, or a headless build when your catalog needs it. Payments, shipping and inventory get connected properly the first time, and we stay on for the performance work after launch.
Learn more→Quality Assurance & Testing
We test the way your users will actually use the product - real devices, real edge cases, real regression passes before every release, not a rushed check the week before launch. Manual and automated testing work together, so bugs get caught while they're still cheap to fix.
Learn more→Cloud Services
We design cloud infrastructure sized to what you actually need, not what's easiest to over-provision. Migrations happen in stages with a rollback path, so production keeps running while we move it - and once you're live, we stay on to watch cost and performance rather than handing over a bill and disappearing.
Learn more→Cyber Security
We build security review into the architecture stage, not as a scramble the week before launch. Access controls, data handling and dependency checks are part of how we work throughout - with a dedicated penetration test and audit available for higher-risk projects that need one.
Learn more→WordPress Development
Custom WordPress builds - not a stock theme with a logo swapped in. We build the content structure around how your team actually publishes, so updates don't need a developer every time, and the site stays fast under real traffic instead of buckling under plugin bloat.
Learn more→WooCommerce Development
WooCommerce builds for stores that need more than the default settings allow - variable products, custom pricing rules, subscriptions, or a checkout that matches your actual buying flow instead of the plugin's default one.
Learn more→Shopify Development
Custom Shopify development for stores that have outgrown a stock theme - custom sections, app integrations that don't fight each other, and a checkout experience built around your actual product and pricing model.
Learn more→Magento Development
Magento (Adobe Commerce) development for stores with complex catalogues, multi-store setups, or B2B pricing rules that simpler platforms can't handle cleanly.
Learn more→React Development
React development for interactive interfaces that a static site or CMS can't handle - dashboards, real-time data views, and complex user flows, built with component structure that stays maintainable as the app grows.
Learn more→Next.js Development
Next.js development for sites that need both a fast, SEO-friendly front end and the flexibility of a full React application - server-side rendering, static generation, or a mix, chosen per page based on what it actually needs.
Learn more→Node.js Development
Node.js backend development - APIs, real-time features, and integrations built with the same JavaScript your frontend team already knows, sized to your actual traffic rather than over-engineered from day one.
Learn more→Laravel Development
Laravel development for web applications with real business logic - multi-step workflows, role-based permissions, and data relationships that a simpler framework would fight against rather than support.
Learn more→PHP Development
Custom PHP development for the specific business logic, integrations, or legacy system work that a framework or CMS out of the box doesn't handle - written to be maintainable by whoever picks it up next, not just by us.
Learn more→Flutter Development
Flutter development for teams that want one codebase covering iOS and Android without the app feeling like a compromise on either platform - genuinely shared logic, with platform-specific polish where it actually matters.
Learn more→React Native Development
React Native development for teams that want their mobile app built with the same React knowledge already on the team - shared logic with a web app where it genuinely helps, native modules where the platform demands it.
Learn more→iOS App Development
Native iOS app development in Swift, for apps that need the deepest possible integration with Apple's platform - performance, capabilities, or design conventions a cross-platform framework can't fully match.
Learn more→Android App Development
Native Android app development in Kotlin, built to handle the real diversity of Android devices and screen sizes - not just tested on one flagship phone and shipped.
Learn more→Frequently Asked Questions
Not always - some use cases (rules-based automation, small-scale classification) work with modest data. We'll assess your data during scoping and tell you honestly if a use case isn't ready for machine learning yet.
A focused proof-of-concept usually runs 4–8 weeks; a production-ready model with monitoring and integration takes longer, depending on data readiness and integration complexity.
We set up monitoring for model drift and accuracy, and agree a retraining schedule - a model's performance changes as real-world data changes, so this isn't a one-time delivery.
Yes - most of our AI work plugs into an existing product or platform rather than shipping as a standalone tool, via API integration with your current stack.
Related Services
Data & Analytics
Dashboards, reporting pipelines and data infrastructure that convert scattered business data into something a team can actually use - not a data warehouse nobody logs into. We design around the decisions your business needs to make, then build the pipeline to support them.
Learn more→Web Development
Custom web platforms - from marketing sites to complex web applications - built for performance, security and long-term maintainability. We pick the stack that fits your team and roadmap, not the one that's trending.
Learn more→Performance Marketing
We run paid search and social campaigns against the numbers that actually matter to your business - leads, revenue, signups - not just traffic and impressions. If a channel isn't earning its budget, we tell you before you keep paying for it.
Learn more→
