Service
From custom models to production-ready AI systems — we deliver intelligence that scales with your business and generates measurable ROI.
60%
Avg. reduction in manual processing time
8–12wk
Typical pilot-to-production timeline
99.9%
Uptime SLA on hosted AI services
Overview
Artificial intelligence is no longer a future trend — it is a competitive necessity. At Arcifacts, we build custom AI solutions that integrate seamlessly into your products and operations: from large language model integrations and retrieval-augmented generation (RAG) pipelines, to computer vision and autonomous agentic workflows. Every solution we build is engineered for reliability, observability, and scale.
Built for enterprises and ambitious product teams that need real AI capabilities — not just demos. Whether you're adding a conversational layer to your SaaS, automating document-heavy workflows, or building an AI-native product from scratch, we have the engineering depth to deliver.
What you get
Faster time-to-market for AI-powered features
Models that maintain accuracy in production with continuous monitoring
Clear roadmap from proof-of-concept to enterprise deployment
Measurable cost reduction through intelligent automation
Deliverables
Every engagement is scoped to your exact needs — here's the full catalogue of deliverables we can provide.
Production-ready integrations with OpenAI, Anthropic Claude, and open-source models — with RAG pipelines, prompt engineering, and guardrails.
Multi-step AI agents that reason, plan, and execute tasks across tools and APIs — using LangChain, LangGraph, and CrewAI frameworks.
Chatbots, smart search, document Q&A, and intent-based routing systems trained on your business data.
Image classification, object detection, OCR, and document understanding pipelines for real-world visual data.
Custom predictive models for churn, demand, fraud, recommendations, and more — trained, validated, and deployed.
End-to-end infrastructure for model training, versioning, deployment, drift detection, and automated retraining.
— Process
We align on goals, scope, and success metrics through structured workshops and stakeholder interviews.
Blueprint and UX aligned with your brand, technical requirements, and long-term scalability needs.
Agile sprints with regular demos, feedback loops, and transparent progress tracking.
Rigorous testing across devices and edge cases with performance tuning before launch.
Smooth deployment, full documentation, and knowledge transfer so your team owns the outcome.
Ongoing support, monitoring, and iterative improvements to keep pace with your growth.
We align on goals, scope, and success metrics through structured workshops and stakeholder interviews.
Blueprint and UX aligned with your brand, technical requirements, and long-term scalability needs.
Agile sprints with regular demos, feedback loops, and transparent progress tracking.
Rigorous testing across devices and edge cases with performance tuning before launch.
Smooth deployment, full documentation, and knowledge transfer so your team owns the outcome.
Ongoing support, monitoring, and iterative improvements to keep pace with your growth.
AI Stack
Work
A selection of outcomes we've delivered for clients across industries.
Built an ML pipeline for a manufacturing client to predict industrial equipment failures before they occur, integrating IoT sensor data with a real-time inference API.
40% reduction in unplanned downtime, saving $2M+ annually.
Deployed an NLP system for a legal tech firm to automatically extract, classify, and summarise clauses from contracts — replacing hours of manual review.
60% faster document processing across 10,000+ monthly contracts.
Why us
Production-first ML engineering — we build for real scale, not just demos
Strong data and MLOps practices ensuring models stay accurate over time
Transparent model governance with explainability and audit trails
Deep expertise across the full AI stack: data, training, inference, and monitoring
We architect every AI solution for enterprise-grade scale and compliance from day one — so you can go from a 100-user pilot to a million-user deployment without rebuilding.
FAQ
Still have questions? Reach out and we'll answer directly.
Get started
Tell us your goals and we'll outline a clear, honest path from idea to production — with timelines, costs, and expected outcomes.
