We build the AI systems behind ambitious products.
OpenCore is a product engineering team taking ideas from a blank page to production — RAG pipelines, MCP tool integrations, reinforcement-learning systems and AI-native platforms, designed and shipped end-to-end.
Complex AI,
made production-ready.
We work at the harder end of applied AI — designing agentic systems, connecting LLMs to live data through retrieval, and building the infrastructure that lets AI products reason, retrieve and act reliably in production.
AI SaaS Engineering
End-to-end design, build and scale of AI-first SaaS platforms across web and mobile.
RAG Pipeline Architecture
Retrieval-augmented generation systems that ground LLMs in proprietary and real-time data.
MCP & Tool-Use Integration
Model Context Protocol servers and agentic tool pipelines that let AI systems act, not just answer.
Reinforcement Learning Systems
Feedback-driven models and reward pipelines that adapt and improve from real-world usage.
Cross-Platform Mobile
Native-grade iOS & Android applications engineered for scale and daily-use reliability.
Full-Stack Web Platforms
Performant, secure web applications powering both consumer and enterprise products.
From raw data to a system that acts.
Every engagement runs the same spine — the depth of each stage is what changes.
Data & Context
Documents, events and live product signals are normalised, chunked and embedded into a vector index built for the domain.
Grounded Recall
Hybrid semantic and keyword retrieval with re-ranking, so the model reasons over the right evidence instead of guessing.
Orchestration
LLM orchestration layers plan, branch and call tools through MCP servers — turning a model into a system that can act.
Tools & Effects
Typed tool interfaces write to real systems with guardrails, traces and deterministic fallbacks around every call.
Reward Loops
Usage becomes signal. Reward pipelines and evaluation harnesses close the loop so the product improves in production.
Shipped end-to-end.
Nine products across prediction markets, fintech, martech, travel, proptech and consumer mobile — designed, built and launched by our team.
Luzo
A salon, spa and clinic discovery and booking platform, built end-to-end across iOS, Android and web. Luzo lets users browse thousands of verified local partners, compare services and pricing, and confirm an appointment in seconds — with a companion partner app that lets salons manage their own bookings and services.
Available on Google PlayPohpih
A mobile app that evaluates dance steps and movement technique, giving dancers structured, near real-time feedback on timing and form to help them refine choreography and improve faster.
Tourist Junction
A platform built for the travel industry, connecting operators and travellers around itineraries, bookings and destination discovery in one streamlined experience.
Brekafree
An AI-based assessment platform built for a consulting practice, using structured evaluation models to score and analyse inputs against defined criteria — turning subjective assessment into a consistent, repeatable process.
Stumbll
An event planning app that helps users discover, organise and manage events end-to-end — from initial creation through to attendee coordination and day-of logistics.
Available on Google PlayUrban Build
A platform built for the construction industry, helping teams manage projects, materials and stakeholders from a single mobile app.
Available on Google PlayAscendere AI
An AI-driven financial due-diligence platform that reads and analyses financial documents to surface risk, inconsistencies and key findings automatically. Ascendere AI compresses a process that traditionally takes analysts days of manual review into a fraction of the time, giving finance teams a faster, more consistent path to a due-diligence decision.
Products shipped end-to-end
Industries engineered for
Platforms — web, iOS, Android
In-house design & build
Systems that reason, retrieve and act.
Retrieval, orchestration, tool-use and reward loops are not separate products to us — they are one architecture. We build it as a whole so the pieces stay observable, testable and cheap to change.
Let’s build something complex, together.
AI SaaS platforms, mobile apps and agentic systems built end-to-end. We are always ready for the next hard problem.