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The AI career intelligence platform and job application operating system.

Ampply is Amppire’s production AI-powered career intelligence platform and job application operating system. Built for active job seekers and professionals, Ampply integrates multi-source job radar discovery, a 5-stage drag-and-drop Kanban pipeline, real-time ATS match simulation, career trajectory mapping, and tailored document generation.

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The starting point

Built around
a real need.

Ampply began with an early user’s frustration: finding a job meant drowning in noisy boards, losing track of submissions across disparate portals, and wondering why resumes vanished into automated applicant tracking black holes. We built Ampply to bring algorithmic transparency to the candidate—replacing blind applications with real-time ATS scoring, STAR-method interview preparation, and automated pipeline tracking.

Production v2.4 platform release running on Next.js 16, Google Gemini 3.7 Flash AI engine, Garage S3 object storage, and Headlamp Kubernetes cluster management.

For current features, deployment setups, add-ons, and product inquiries, visit ampply.app.

Explore Ampply
v2.4Production Release
5-StageKanban Funnel
SHA-256Job Deduplication
15-minPresigned S3 Downloads
Flagship capabilitiesEngineered for production workflows

Disciplined software.
Zero operational bloat.

Each subsystem is built directly into the platform core, eliminating messy spreadsheets, fragile third-party integrations, and predatory fees.

Discovery & Radar

Automated Multi-Source Job Radar

Continuous job discovery engine with real-time ingestion from LinkedIn, Greenhouse, Lever, Indeed, and direct company career portals.

  • SHA-256 fingerprint deduplication stops repetitive postings across boards
  • 1-click URL import scrapes and indexes any live job description immediately
  • Company portal registry with scheduled polling intervals
Pipeline Management

5-Stage Kanban Application Funnel

A drag-and-drop workflow tracking every application from initial discovery through final compensation offer.

  • Visual pipeline: Saved → Applied → Interviewing → Offered → Rejected
  • Automated 10-day stale application alerts prevent neglected follow-ups
  • Recruiter contact widget and batch status transitions
Career Intelligence

AI Career Hub & Trajectory Mapping

Comprehensive suite of intelligent career planning, role progression, and skill gap tools.

  • Role progression ladders and market compensation trajectory graphs
  • Pivot Studio transferable skill analyzer and personalized upskilling roadmaps
  • STAR Vault achievement builder and market counter-offer script generator
Parsing Engine

Algorithmic ATS Compatibility Simulator

Simulates Greenhouse, Lever, and Workday applicant tracking algorithms before you submit.

  • Keyword density scoring and semantic job description match analysis
  • Formatting penalty detection for multi-column layouts and unsupported tables
  • Actionable resume fix suggestions with targeted line edits
Document Generation

AI Tailored Resume & Cover Letter Studio

Generates role-tailored PDF and DOCX document variants matched to specific job requirements.

  • Contextual cover letter writer with tone, length, and focus controls
  • Role-specific bullet point rewrites leveraging verified career achievements
  • 15-minute secure presigned download URLs via S3 object storage
Mock Studio

AI Mock Interview Studio

Realistic audio and text interview simulations tailored to target company and role specifications.

  • Behavioral and technical question generation based on job requirements
  • Audio response scoring and structured STAR format evaluation
  • Immediate actionable feedback on delivery, structure, and clarity
Production architectureBattle-tested technical foundations

Architectural clarity
from database to browser.

We build products using the exact same engineering standards, normalized data architectures, and containerized deployment models we recommend to our enterprise clients.

Frontend
Next.js 16 (App Router) · React 19 · Tailwind CSS glassmorphic UI
Backend API
Python 3.11 · FastAPI · SQLAlchemy 2.0 · Pydantic v2
AI Engine
Google Gemini 3.6 / 3.7 Flash via REST API
Database
PostgreSQL 16 with JSONB columns & Alembic migrations
Async Tasks
Celery async worker with Redis 7 message broker
Object Storage
Garage (S3-compatible) with temporary HMAC presigned URLs
Orchestration
Docker Compose & Kubernetes (K3s) with Headlamp cluster dashboard
Privacy
Zero candidate data brokering · Strict tenant-isolated storage
Explore the platform

Ready to experience Ampply?

Visit ampply.app to explore live features, test interactive workflows, or review deployment and subscription options.

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What are you
working on?

Tell us about the idea, system, or technical challenge in front of you. We’ll help determine whether Amppire is the right fit.

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Based in Michigan. Working worldwide.Project delivery / Contract engineering / Consulting