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Stop Wasting Dev Time on Jira Tickets.

Let the Knowledge Refinery automate your Jira chaos—freeing your team to get back to building.

Backed By

Microsoft for startups
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KI Park
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The Foundation Problem

Most AI tools assume you already have clean, structured data. We start with your actual data chaos – messy tickets, scattered documentation, tribal knowledge locked in expert heads. We transform it into structured intelligence first, then automate what matters.

Artiquare’s Knowledge Refinery

Our Knowledge Refinery isn’t just a tool; it’s an engine that powers a smarter workflow. Your team stops drowning in repetitive tickets. New issues get triaged and routed instantly. Simple questions get answered automatically. Complex problems surface with all relevant context and similar cases already attached.
Instead of hunting through Confluence chaos or training new hires for months, your experts focus on what actually matters while Arti handles the noise, learns from every interaction, and keeps your knowledge base current.

Preserve Expertise

Capture your critical tribal knowledge.

Skill teams up

Make your employees more productive, faster.

Improve satisfaction

Solve faster, better, cheaper,  & surface reoccurring issues.

MIT research shows only 5% of AI pilots achieve positive ROI. The difference? Systems that learn and integrate seamlessly into workflows.
Meet the Arti Knowledge Refinery, the engine that actually adapts and transforms how your teams access and apply knowledge.
Customer Journey Presentation knowledge refinery,operational knowledge,data graveyard,jira chaos,jira data graveyard The Knowledge Refinery | AI for Your Jira Data Graveyard

The Natural Input

It starts in the tools your team already uses. An engineer reports an issue in natural language in MS Teams…

Integration image 2 knowledge refinery,operational knowledge,data graveyard,jira chaos,jira data graveyard The Knowledge Refinery | AI for Your Jira Data Graveyard

The Intelligent Engine

Arti’s ‘Knowledge Refinery’ takes that fuzzy input, connects to your Jira and Confluence ‘data graveyard,’ and finds the hidden context and similar past solutions…

The Actionable Output

The system then delivers a precise, actionable recommendation back to the user, or creates a perfectly structured ticket for the expert. Critical knowledge gets captured, shared, and acted upon instantly—it’s a continuous learning loop.

Insights and Resources:

Stop Admiring the Problem. Start Refining the Solution

Our BSFZ-certified, MIT-validated ‘Friction Audit’ is the de-risked first step to turning your operational chaos into a competitive advantage.

Why Us
Let’s talk

We’ll get it done

Get Started with Knowledge-Driven Automation.
Launch a Friction Audit — 2 weeks to a ranked pilot shortlist.

The Knowledge Refinery Philosophy

We don't just find answers; we execute them.

Our agents automate the next step, turning intelligence into immediate business outcomes.

Your team works in MS Teams, Slack and Jira. So do we.

The Refinery’s power is delivered directly into your existing tools for zero disruption and instant adoption.

A static knowledge base is a dead asset.

Our Refinery is a learning system that improves with every interaction, making your knowledge more valuable every day, automatically.

In high-stakes environments, you need clarity, not a black box.

Our “Human-in-the-Loop” architecture ensures your experts are always in control of critical decisions.

Who We Are

At ArtiQuare, we specialize in AI-powered workforce augmentation for technical teams struggling with operational knowledge decay.

Our leadership team combines deep enterprise experience with active R&D in operational knowledge automation. From research foundations to BSFZ certification, we collaborate with leading research institutes on knowledge decay challenges. We actively contribute to AI in automotive & manufacturing expert groups, knowledge graphs working groups, and lead AppliedAI developer chapter meetups, ensuring our solutions reflect both academic rigor and real-world application.

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Start Your Transformation Journey.

Our 8-week ‘Project Foundation’ pilot begins with a deep-dive Friction Audit. We’ll transform your data chaos into a structured asset and deliver a concrete, data-backed automation blueprint.

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The Knowledge Refinery – Reversing Your Operational Knowledge Decay

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