Mohosoft
AI Job-Application Agent · Career IntelligenceLive

The job search,
intelligently automated.

An AI co-pilot that parses job descriptions, tailors every application to your actual experience, and tracks the full pipeline — so you spend your energy on interviews, not admin.

3.4×

More interview callbacks

89%

Job-description match rate

60+

Job boards integrated

<30s

Per application generated

Architecture

How it works.

01

Parse & profile

The agent performs deep semantic parsing of each job description — extracting required competencies, seniority signals, cultural indicators, and implicit expectations. Your CV and experience history are vectorised and mapped against a standardised skills ontology for precise gap analysis.

02

Generate & personalise

A tailored cover letter, CV summary, and keyword-optimised skills section are generated for each role using retrieval-augmented generation grounded in your actual experience. Output tone and register adapt to each company's linguistic profile — startup-casual to enterprise-formal.

03

Track & iterate

Every application is logged with stage, response rate, and outcome. The agent learns from feedback loops — if certain framings yield more responses, they are reinforced. Interview simulation, salary benchmarking, and offer-comparison analysis complete the cycle.

Capabilities

What’s under the hood.

Semantic JD analysis

Competency extraction, seniority grading, and cultural-fit scoring from job descriptions across 60+ job boards and direct sourcing.

RAG-grounded generation

Cover letters and summaries generated from your actual experience — not hallucinated. Every claim is grounded in your uploaded history.

ATS optimisation

Keyword density analysis and formatting rules tuned for Applicant Tracking Systems at major enterprises and agencies.

Pipeline orchestration

Multi-stage tracking across applied, screening, interview, and offer stages — with automated follow-up drafting and scheduling prompts.

Role-match alerts

Proactive role discovery based on your target profile. New postings above a configurable relevance threshold are surfaced within minutes.

Outcome analytics

Conversion rates by role type, company size, and application strategy. Data-driven recommendations for where to focus effort next.

Use cases

For every stage of the search.

Active job seekers

Apply to 10× more roles in the same time without sacrificing quality

Eliminate generic cover letters — every application reads as bespoke

Understand exactly which skills are creating friction at screening

Practice interviews with an AI coach trained on your target role

Career changers

Identify transferable competencies across industries automatically

Reframe your experience narrative for unfamiliar hiring contexts

Receive gap analyses that highlight the fastest upskilling paths

Build a targeted outreach strategy for career-pivot opportunities

Recruitment teams

Equip candidates with consistent, high-quality application materials

Reduce screening time by pre-matching CVs to JD requirements

Identify salary expectation misalignment before the first call

Track placement outcomes and improve sourcing strategy over time

Get started

Your next role starts here.

Join the waitlist for early access, or book a demo to see the agent working on a live job description.