Products
AI products built for real impact
Each product solves a specific, high-impact problem. Built with production-grade engineering, designed for humans.
Katalyst
AI Product Content Platform for E-Commerce
The problem:
E-commerce sellers juggle photographers, image editors, copywriters, and manual marketplace formatting for every product. It costs too much, takes too long, and scales poorly as SKU counts grow.
Turn product photos into marketplace-ready images and optimized listings in minutes. Katalyst replaces the fragmented workflow of photographers, copywriters, and manual reformatting with one intelligent platform.
Key Features
- AI scene generation from product photos — no studio needed
- 11 marketplace-ready formats (Amazon, Shopify, Etsy, eBay, and more)
- Brand kit system for consistent visual identity across listings
- Quality validation before delivery — every image checked
- One workflow replaces photographers, editors, and manual formatting
Tech Stack
Built For
ResearchMate
AI-Powered Research Writing Platform
The problem:
Researchers spend more time searching, organising, and cross-referencing papers than actually thinking. Literature reviews that should take days take weeks, and existing AI tools hallucinate citations or ignore source material entirely.
A research writing platform that helps academics, analysts, and professionals go from sources to structured drafts faster. Add URLs, PDFs, or notes — then generate citation-grounded outlines and drafts with an AI assistant that understands your project context.
Key Features
- Multi-source research aggregation (URLs, PDFs, notes)
- AI-powered outline generation with RAG-grounded citations
- Section-by-section draft generation and refinement
- Project-scoped AI assistant (Mate) for contextual help
- Document export and Stripe-powered billing
Tech Stack
Built For
PortQuote
AI Maritime Procurement
The problem:
Maritime procurement officers spend hours manually creating RFQ documents by cross-referencing catalogues, specifications, and supplier data. No tool existed to automate this for the maritime industry.
The first tool to generate maritime RFQ content using AI and real catalogue data. A 3-stage pipeline that analyses requirements, generates accurate quotes, and validates output — zero manual QA needed.
Key Features
- 3-stage AI pipeline: Analyst, Generator, Validator
- 500+ maritime catalogue items indexed and queryable
- JSON-first architecture preventing hallucinations on critical data
- Zero-manual-QA output validation with pgvector embeddings
- Cron-based background PDF processing with fault tolerance
Tech Stack
Built For
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