Profile..Pick..Run..Grow..
Kairoo personalizes every tool to your role, goals, and background - set your context once and 38+ AI tools start working specifically for you.
Four steps, every workflow
From onboarding to a concrete outcome - every Kairoo tool follows the same path. Set your context once and the whole platform works for you.
- 01
- One-time onboarding: role, goals, background, skills
- Import from 18 platforms: LinkedIn, GitHub, Resume PDF, and more
- Profile data pre-fills tool inputs across the entire platform
- 02
- Organized by workflow - not a random feature list
- Every tool has structured inputs, not a blank chat box
- Chain tools together as your goal evolves
- 03
- Structured, usable output - not just prose
- Refine in seconds: tweak inputs and re-run
- Keep, copy, or feed the output into the next tool
- 04
- Activity log tracks every run and milestone
- XP and streak system keeps momentum visible
- Weekly goals adapt to where you are in your journey
See it working for someone like you
Three complete walkthroughs - each one a real sequence of Kairoo tools chained for a specific goal.
Goal: Land a senior product role in 3 months
Maps the skill gap from current role to Senior PM
Builds a 3-month job search strategy
Rewrites each resume section for the target role and company
Scores fit for specific job descriptions and identifies gaps
Preps for PM-specific rounds - product design, metrics, strategy
Provides market range and negotiation script for the offer stage
How personalization actually works
Set your profile once - every tool across the platform uses it automatically. Here's a concrete example.
No copy-pasting. No blank inputs. Every tool starts where you actually are.
Why one flow works for everything
Profile-first design means every tool inherits your context. The toolkit grows without getting more complicated to use.
Your profile is the foundation
Every tool reads your role, target, skills, and goals automatically - no repetitive copy-pasting, no blank-slate inputs. The whole platform knows who you are.
Purpose-built, not a chat box
Every feature ships with its own structured prompt and input schema - so the AI reasons toward a real outcome instead of a vague answer.
Chain tools like a workflow
Career Simulator → Roadmap → Interview Coach → Salary Coach. Use one output as the next tool's input.
Modern, fast, server-side
Built on Next.js. AI runs server-side through the Gemini gateway - your inputs never go through a raw chat API.
Grows with you
Tools recalibrate as your profile updates. A new job, a promotion, a career switch - update once and the whole platform adapts.
The real stack behind the platform
No mystery. Here's exactly what Kairoo runs on.
Next.js application layer
Server-rendered pages, streaming AI responses, and a real-time dashboard - built on Next.js 15 with the App Router.
engines/ai gateway
A single server-side AI gateway brokers every request through Google's Gemini models. Each of the 38+ tools carries its own purpose-built prompt - not an open chat.
Drizzle + Neon PostgreSQL
Your profile, activity log, goals, and progress data live in a Neon PostgreSQL database - queried through Drizzle ORM with type-safe schemas.
Privacy-minded by design
Reasoning happens server-side and is scoped to the task you run. We are building toward recognized compliance standards.
Want the full engineering picture?
Signal ingestion, the reasoning fabric, the action layer, scaling and roadmap - the complete system blueprint lives with our technical deep-dive.
How it works in practice
Start with your goals - Kairoo does the rest
Set up your profile in 5 minutes and get your first AI-personalized roadmap immediately.