Product Case Studies

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Toren x ikirugai

Problem: Producing high-quality proposal slide decks was taking the Toren team several hours per opportunity. While the content was always tailored, the process involved a lot of repetitive formatting and document assembly, creating an unnecessary drag on consultant time.

Solution: A lightweight, repeatable solution that integrated with Toren’s existing systems and workflows. The tool enabled Toren to generate structured, branded proposal decks from a short set of inputs, cutting down the manual effort required while preserving flexibility for refinement.

Screenshot of a web application named SpecCheck with sections for Standards Library and Compliance Check, Instructions on how the tool works, and additional features at the bottom.

SpecCheck

Problem: Manual specification compliance checking is time-consuming, error-prone, and lacks scalability, especially when validating against evolving standards.

Solution: SpecCheck automates compliance analysis using AI-powered document parsing and clause-by-clause validation, delivering clear, accurate, and actionable compliance reports.

Screenshot of a web interface named BIM Chat displaying a project from an IFC file with a hierarchical view of building floors and objects, including project management, export options, and a chat section asking about the number of doors on the first floor.

BIMChat

Problem: Professionals across architecture, engineering, and construction rely on IFC files, but making sense of them often requires a patchwork of heavyweight tools, manual processes, and guesswork.

Solution: BIMChat lets you chat with your building models, run compliance checks, and generate reports, all from a lightweight web app that runs locally.

Screenshot of a web interface for ikirugai ContractAld, showing a prompt asking 'Can you review this contract and suggest any risks' with options to add images or code interpreter, and a microphone and microphone icon at the bottom right of the prompt.

ContractAId

Problem: Contract management in the construction industry is complex, with unclear coverage of clauses and confusion around roles and responsibilities, leading to risks and inefficiencies.

Solution: A private, secure open-source LLM assistant using RAG technology to streamline contract review, ensuring clear coverage of clauses, defined roles, and identification of potential risks.

Smartphone screen displaying the MappAR app login page with options to sign in with Apple or continue as a guest.

MappAR

Problem: In everyday spaces, people often struggle to remember key information, navigate unfamiliar layouts, or communicate essential instructions to others, leading to frustration, confusion, and wasted time.

Solution: Groundbreaking Augmented Reality PoC mobile app that empowers users to create dynamic, customisable maps of their environment. Enhancing navigation, learning and engagement across healthcare, hospitality and retail by blending the physical and digital worlds.

Screenshot of a property analytics webpage titled 'Property Predictor' with sections showing total properties, average price, average price per square meter, and average area. It includes graphs for price per square meter distribution and price trends over time.

PropertyPredictor

Problem: Property professionals and market analysts required a sophisticated yet intuitive solution for accessing, analyzing, and visualizing UK property transaction data. Existing methods were fragmented, labor-intensive, and lacked comprehensive data enrichment capabilities.

Solution: The Property Predictor web application delivers an integrated solution using a full-stack TypeScript architecture. It consolidates UK property transaction data with enriched details from multiple external APIs, offering interactive visualizations, real-time analytics, and seamless CSV data exports.

Smartphone screen showing "Welcome to the Storyverse" with options to continue as a guest or sign in with Apple.

Storyverse

Problem: Millions of children feel unseen in the stories they read. Without engaging, relatable content, they risk losing not just their love of reading, but their voice.

Solution: AI-powered interactive storytelling PoC mobile app where children shape their own adventures by making choices that guide the narrative. Designed to foster a love of reading, spark imagination, and reflect diverse life experiences, Storyverse empowers kids to become the heroes of their own tales.

Why ikirugai?

ikirugai uniquely empowers agile SMEs to rapidly test and adopt the latest AI and automation technologies in practical, measurable ways. You can leverage your speed and adaptability to drive growth and efficiency right now, long before larger competitors have even left the planning room.

“This project demonstrated ikirugai’s ability to understand business needs, work pragmatically within constraints, and deliver a genuinely useful outcome. We’d happily recommend ikirugai to others exploring smart, lean ways of improving internal workflows.”

Toren Consulting

“I just had no idea that the problems I was facing could be so quickly solved; ikirugai somehow made it all feel easy, and now I understand the potential of what is possible with what I have.”

Global Workforce Placement Company

How?

Free 20-minute Discovery Call

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Tailored follow-up with next steps

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Prototyping or workshop within days

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Let’s chat!

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