If you're building AI-powered applications in 2026, you've run into the tool integration problem: how do you give an AI model access to your APIs, databases, and services without building a fragile one-off integration for every model and every use case? Three competing answers dominate the conversation right now — Anthropic's Model Context Protocol (MCP), OpenAI's GPT Actions, and Google's…
When you first hear the phrase "AI automation," three names come to mind depending on your background: Zapier if you're a no-code marketer or operations person, n8n if you're a developer who wants full control, and increasingly, Claude Cowork if you're an Anthropic power user trying to automate local file and task workflows. In 2026, these three tools represent genuinely…
Knowing which essential compliance management features your system must include before going live is the difference between building something regulators accept and building something that fails its first audit. This guide covers the non-negotiable features — the checklist every compliance management system needs — whether you are building custom or evaluating a commercial platform. Each feature is described with enough…
An effective AI trading strategy does not simply apply machine learning to market data and expect alpha to emerge. It integrates AI capabilities at specific points in the trading process where they demonstrably improve decision quality - faster pattern recognition across large data sets, sentiment analysis of news and filings at scale, and more rigorous risk-adjusted position sizing - while…
This case study documents how Lycore built a custom logistics platform development project for a UK-based distribution company that reduced operational costs by 30% within twelve months of deployment. The platform replaced a combination of manual spreadsheet processes, a legacy TMS that had not been updated since 2016, and a third-party route planning tool that did not integrate with the…
AI in e-commerce is no longer a competitive differentiator — it's rapidly becoming the baseline. The merchants who adopted AI-powered personalisation, dynamic pricing, and intelligent search five years ago are now defending advantages built on data moats and refined recommendation models. The merchants who haven't yet made meaningful AI investments are increasingly losing ground not just on price, but on…
Developing AI-powered trading software for algorithmic bots requires bridging two demanding disciplines simultaneously: the software engineering rigour needed to build reliable, low-latency execution systems and the machine learning expertise needed to build models that generate genuine alpha rather than overfitted backtest artefacts. This article covers the architecture of high-performance AI trading software, the ML approaches that are actually used in…
Off-the-shelf ERP and supply chain platforms cover the standard 80% of supply chain requirements well — but the 20% that is specific to your business, your supplier relationships, your warehouse layout, and your customer SLA commitments is exactly where those platforms fall short. Custom supply chain management software built on Django and AngularJS gives organisations the flexibility to model their…
The question of whether to build a custom marketplace platform usually arrives with an ambitious revenue model and an uncomfortable price tag. Off-the-shelf marketplace software — Sharetribe, CS-Cart, Cocorico — promises to get you live in days at a fraction of the development cost. Custom development promises a platform that does exactly what you need. Both claims are partially true,…
A rule-based trading alerts built around rule-based alerts and order automation sits in a practical middle ground between fully manual trading and black-box algorithmic systems. It lets traders codify their strategies into explicit, auditable rules - if RSI drops below 30 and volume is above the 20-day average, generate a buy alert - and optionally automate order placement when those…
Lycore is a global IT solutions company with over 15 years of experience.We provide full-cycle services in the areas of software development, web-based enterprise solutions,web application and portal development.
