Our flagship projects

Innovation inaction

Explore our flagship products: Hana, the Google Chat assistant used across 1200+ organizations; Claspa, our own lock-first relationship app initiative; and a Netherlands kiosk rental network powering on-demand charging.

Google Editor's Choice

Hana: AI team assistant

Our flagship AI product integrating seamlessly with Google Chat. Hana uses advanced RAG pipelines and LLM customizations to deliver intelligent assistance, automations, and knowledge management for teams worldwide.

47K+
Active installs
1200+
Organizations
Hana AI assistant

Google Chat integration

24/7 AI assistant within Google Workspace

RAG knowledge retrieval

Multi-source memory from Docs, Jira, Confluence

LLM customization

OpenAI GPT integration for contextual conversations

CASA Tier-2 security

Enterprise-grade security and compliance

Multi-tenant architecture

GCP Kubernetes for scalability

300+ integrations

Zapier automations and app connections

Technologies used

RAG pipelinesOpenAI GPTMERN stackGCP KubernetesMongoDBLangchainZapier APIsGoogle Workspace APIs
Own app initiative

Claspa: lock-first relationship app

Claspa is our own consumer product initiative built around a different relationship mechanic: one active Lock at a time. When users enter a Lock, discovery pauses and the product moves attention away from endless browsing toward a focused connection.

Interaction model, not feature garnish

The primary loop changes from browse-match-chat to discover, signal, Lock, pause discovery, unlock chat, then continue or close.

Built for focus and trust

Unlock Signals, compatibility context, profile depth, report/block paths, and moderated surfaces are part of the core flow.

Evidence-led product strategy

The product addresses dating fatigue, asymmetric attention, and low-commitment parallel matching through system design.

Claspa logo mark
Claspa
Actual app screens from the lock-first flow
Claspa discovery profile screen
Discovery
Claspa active Lock ceremony screen
Lock
Claspa feed filters screen
Filters
Claspa verification screen
Trust
One active Lock
Shown in the Lock ceremony
Focused discovery
Shown in feed and filters
Trust controls
Shown in verification

One active Lock

Users focus on one active connection at a time instead of collecting parallel matches.

Paused discovery

Discovery availability changes while a user is locked, creating a real attention boundary.

Intentional unlock

Chat opens through deliberate Unlock Signals instead of automatic chat-list sprawl.

Compatibility depth

Profiles, filters, match context, and chemistry surfaces support serious selection.

Trust in core flows

Age gate, legal consent, report, block, profile moderation, and purchase guards are built into the journey.

Product-led proof

A category convention was challenged through interaction design, not a cosmetic feature list.

Capabilities demonstrated

React NativeExpoTypeScriptDeep linkingProfile moderationDiscovery rankingPush notificationsIn-app purchasesTrust and safety
Smart infrastructure
Netherlands kiosk rental platform mockup

Netherlands Kiosk Rental Company: Smart power bank network

An IoT-powered power bank rental system with AI-driven inventory management. The platform combines RAG pipelines for real-time status retrieval, LLM integrations for customer support, and MERN stack architecture for seamless operations.

AI-powered operations

RAG for inventory tracking and LLM for support automation

MERN stack foundation

Scalable architecture for venue management and payments

Enterprise security

AES encryption, Jest testing, and MQTT integration

RAG pipelines

Accurate inventory and network status retrieval in real-time

LLM integrations

Conversational support and intelligent data processing

Model API connections

Secure, scalable operations with leading AI models

MERN stack backend

React, Nest.js for venue management and revenue tracking

Enterprise security

AES encryption, Jest testing, MQTT for hardware integration

Payment integration

Stripe for deposits and configurable usage-based charges

Technologies used

TypeScriptReactReact NativeNestJSNode.jsExpress.jsMongoDBGCPMCPMQTTStripeAndroid SDKJWT

Ready to build your next big thing?

Let's create an AI-powered solution that transforms your business. Our expertise in RAG, LLM, and MERN stack can bring your vision to life.