Help Every Engineer Understand Teams Faster.

Accelerate technical onboarding by connecting repositories, project documents, and team conventions into an interactive knowledge network.

  • Source-grounded answers
  • Project-scoped roadmaps
Ralion Assistant · FURNISTORE
Knowledge ready

QUERY IN CONTEXT & POLICIES

What is the PR review process and repository security policy?
R
Ralion AI

All PRs require at least one Tech Lead approval, 100% green CI, and compliance with IT-03 security policy.

CONTRIBUTING.mdsec_01_phan_quyen.mdquy_uoc_gitflow
3 verified sources matched
Ask Ralion about repo, local setup, IT/HR policies...
FIRST WEEK ROADMAP4/6 tasks completed
67%
Onboarding RoadmapPM creates & approves plans
Intelligent RAG ChatSource-grounded citations
Document HubAuto indexing & tagging
Progress TrackingChecklists & Blockers

Shorten the time from day one to first contribution.

Ralion connects codebase, project documents, and team conventions into a structured, source-grounded onboarding journey.

AI Plan GenerationPM creates & approves the roadmap

Candidate Plan written in detail by AI from real documents.

PM selects an engineer, AI analyzes project documentation and generates a comprehensive roadmap — each task includes goals, steps, expected deliverables, and verified source citations.

DRAFTOnboarding Plan · Alex N.Version 1
OVERVIEW

Read Project Overview & Architecture docs

POLICY

Acknowledge IT & InfoSec Policies

SETUP

Setup local development environment & Docker

CODEBASE

Read Codebase Style Guide & Gitflow

7/7 tasks · 14 citations
Source-grounded RAG ChatAsk questions — AI answers accurately

Answers directly cited from real project docs and company policies.

Engineers can ask any question — from accessible project docs, company policies (HR, IT, Security) to team conventions. Ralion provides answers with direct citations to verified documentation. No hallucinations, no ambiguity.

Ralion Assistant · FURNISTORE
Knowledge ready

QUERY IN CONTEXT & POLICIES

What is the PR review process and repository security policy?
R
Ralion AI

All PRs require at least one Tech Lead approval, 100% green CI, and compliance with IT-03 security policy.

CONTRIBUTING.mdsec_01_phan_quyen.mdquy_uoc_gitflow
3 verified sources matched
Ask Ralion about repo, local setup, IT/HR policies...
Progress Tracking & CompletionFull visibility across milestones

From Approved Roadmap to Onboarding Completion — everything in reach.

PM tracks milestone progress, receives instant blocker alerts, resolves obstacles in time, and confirms onboarding completion. Engineers always know their next step with clarity.

PM DashboardFURNISTORE
8Active Onboarding
67%Avg Progress
2Open Blockers
✓ Plan Approved
✓ Documents Indexed
✓ Policy Acknowledged
⏳ Task Checklist (4/6)
○ Onboarding Completed

Value for Every Role

Built for every contributor in technical organizations.

From workspace setup to the first contribution
01 · Workspace

System Admin

Manage users, projects, and memberships; assign system roles, grant or revoke access, and maintain the shared master onboarding template.

Explore Admin Portal
02 · People & Policy

Human Resources (HR)

Manage the HR/IT/Security policy library, ingest approved documents into the knowledge base, and track employee acknowledgements.

Explore HR Portal
03 · Project & Plan

Project Manager (PM)

Connect GitHub, curate project documents, approve AI-generated onboarding plans, and monitor progress, blockers, and mined team conventions.

Explore PM Portal
04 · Onboarding

Software Engineer

Follow a project-specific checklist, query authorized knowledge through RAG Chat, read policies and conventions, update tasks, and report blockers.

Explore Engineer Portal

Built on trusted foundations

Next.js 16Web experience
FastAPIAsync API
LangGraphAI orchestration
PostgreSQLSystem of record
pgvector + ParadeDBHybrid retrieval
BGE-M3Multilingual embeddings
CloudinaryDocument storage
DockerReproducible runtime

Ready to shorten onboarding time?

Sign in and set up your first project today.

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