Pipelines
Eight self-directed AI pipelines, each with its own private repository within the Research-Ready organization.
Citable reproducible research uc1-research
Takes a research question in plain language, searches the open web, and sets a three-agent team — researcher, analyst, writer — to work bundling findings with full citations. Every finding lands in a knowledge graph, so the next question builds on prior work. The output is a formatted report, committed to a version-controlled archive with a traceable trail.
App and serious games builder uc2-app-builder
Takes a functional spec or design brief and autonomously works through specification, architecture, code, and tests, with automated checks on every commit. A human review checkpoint remains available via a browser IDE, but is never a required step.
Chatbot with voice uc3-chatbot-voice
Conversational AI with voice in and out: local speech recognition with a cloud fallback, memory that recalls earlier conversations, and optional image generation on request. Deployable for customer contact or internal services where voice is the natural interaction.
Supply chain visualization uc4-supply-chain
Maps a supply chain backward from a product or company name: who supplies this component, who supplies that supplier, where raw materials originate. Where direct data is missing, AI infers the missing links. The result is a searchable supply graph with dashboards for chain analysts.
Business creation pipeline uc5-business-creation
Turns a short intake form into a complete starter package for a new business: market research, a written business plan, a wiki page, structured data, and a translated version — all generated automatically and committed to a version-controlled archive.
Specialized model creation uc6-model-creation
Fine-tunes a small, specialized model on your own documents: from raw text through annotation to a tuned model, with every experiment tracked and every result benchmarked against the base model. One such application turns free-text descriptions into consistent, structured data.
Careermaker uc7-careermaker
Follows a job search from start to finish: gathering and scoring vacancies, company research, a tailored CV and cover letter, and interview prep — seven stages, each tracking its own status in one shared record.
Survey report uc8-survey-report
Automatically turns raw survey exports into a clear report: open-ended answers get summarized by theme and patterns in the data are surfaced — without anyone manually reading through hundreds of individual responses.