Hirelytica

One CV won't get you hired anymore.

Hirelytica turns your entire career into a structured Library, then generates a different tailored CV for every application, in minutes, from your real experience.

The people getting interviews in 2026 aren't sending the same CV everywhere. They're tailoring every application, and the admin is crushing everyone else before they get hired. Hirelytica holds your whole career as structured data, then pulls the pieces that matter for each job and assembles a fresh CV automatically. Not generic AI fluff. Not fake experience. A targeted CV built from the truth of your career, ready in minutes.

The problem nobody's solved

Every CV tool on the market assumes you're writing one CV.

You're not. You're writing the tenth one this month. The job market in 2026 is a volume game. 100+ applications is normal, tailoring each one is the only thing that works, and every role asks for a different version of you:

  • Different achievements
  • Different skills
  • Different projects
  • Different positioning

So every evening disappears into rewriting bullets, second-guessing what to cut, and trying to force a non-linear career into one document that was never designed to carry it.

Template-fillers don't help. ChatGPT invents things. And no tool out there treats your career as what it actually is: a complex body of work that needs to be selected from, not rewritten from scratch every time.

How Hirelytica works

  1. 1

    Bulk upload every CV you've ever written

    Dig out the lot. The CV from your first job, the one from the promotion, the consultant version, the redundancy version, the 2019 rewrite you forgot about. Even the forgotten files named:

    • CV_FINAL_v2.docx
    • CV_2021_UPDATED_REAL.docx
    • FINAL_FINAL_THIS_ONE.docx

    Drop them all in. Hirelytica reads across every CV, extracts every role, project, bullet, and metric, and merges it into one structured Library. Nothing gets lost. Nothing gets duplicated. You can also paste in a LinkedIn export, project notes, or just talk to our AI about gaps the documents missed1. The richer the Library, the sharper every tailored CV that comes out of it.

  2. 2

    Paste a job description

    Hirelytica reads what the employer actually wants and pulls only the bricks from your Library that match. No re-writing. No second-guessing what to cut.

  3. 3

    Spot the gaps before they cost you the interview

    Hirelytica compares what the JD asks for against what's actually in your Library. If the job wants something you haven't captured yet, you'll see it before the CV gets generated: "This role asks for stakeholder management at exec level. Anything in your career that fits and isn't in your Library yet?"

    Add it once, in plain English. Hirelytica structures it, tags it, and files it into your Library. That experience is now available for this CV and every future one. The gap closes permanently, not just for this application.

    This is also the moment Hirelytica is honest with you. If the JD asks for five years of Python and your Library shows six months, it won't pretend otherwise. You'll see the gap, decide whether the role is worth pursuing, and move on with clear eyes.

  4. 4

    Get a tailored CV in minutes

    A fresh CV assembled from your real experience, written in your voice, matched to that specific role. Download, send, move on.

  5. 5

    The Library gets sharper every time

    Every tailored CV you approve feeds improvements back into your Library. Better phrasing, sharper bullets, refined skill tags. Plus everything you added in the gap-check step. The system learns how you describe your work and gets better at writing like you, for you. Your Library compounds with every application.

¹ Future functionality.

What makes this different

  • The Library, not the CV, is the product.

    Every other tool treats the CV as the artefact. Hirelytica treats it as the output. The artefact is your Library: a structured, searchable, reusable record of everything you've done. CVs are just one thing you can do with it.

  • Built for volume, not for perfectionism.

    Most tools help you make one polished CV. Hirelytica is designed to generate 50 different CVs for 50 different applications, each one drawing from the same source of truth. Tailoring stops being a chore and starts being a workflow.

  • Gap detection.

    If a JD asks for something that isn't in your Library, Hirelytica flags it. Add that experience once, and it's available for every future application. The Library grows with the market.

  • Anti-hallucination by architecture.

    Generation and validation are separate AI passes. The generator drafts; the validator checks every claim against your Library. If it's not in your career, it doesn't make it to your CV. No invented job titles. No fabricated metrics.

  • Works for non-linear careers.

    PMs, consultants, career-changers, portfolio careers: people whose experience doesn't fit a single narrative. Hirelytica lets you reframe the same career for different audiences without losing the truth of it.

Who it's for

Hirelytica is built for anyone whose career doesn't fit into one tidy document, and who's applying for enough roles that rewriting from scratch every time isn't viable. If you recognise yourself in any of these, the Library was built for you.

Product managers
Your work spans discovery, delivery, strategy, stakeholder management, and outcomes. Every PM role you apply for emphasises a different mix: one wants growth experience, one wants 0→1, one wants platform, one wants enterprise. The same projects can support all of these stories, but you have to surface different details, different metrics, and different framings for each application. Hirelytica indexes your work by project, outcome, stakeholder, and skill, so you can build a CV that's a Stripe-style fintech PM in the morning and a B2B SaaS platform PM by the afternoon. Same career. Different angle.
Management consultants
You've worked across industries, project types, and engagement lengths. Every client engagement is a potential bullet, but only some are relevant to any given job. Hirelytica lets you keep your full engagement history in the Library and pull the right subset of clients, sectors, and frameworks for each application, without spending an evening rebuilding your CV every time you change target sector.
Engineering leaders and senior ICs
Your career probably spans hands-on engineering, technical leadership, architecture, and people management, in different ratios at different companies. Roles ask for these in wildly different proportions: 70/30 IC/management, full EM, staff engineer, principal, head of engineering. Hirelytica lets you keep all of it in one place and rebalance the emphasis for each job, without rewriting your scope every time.
Designers and creative professionals
UX, product, brand, content, motion: your portfolio is a CMS already, but your CV isn't. Hirelytica gives your written career the same structure your portfolio has, so a CV for a senior product designer role looks different to a CV for a brand-led startup role, without losing the work that links them.
Career-changers
You have transferable experience, but the bridge from your past career to your next one looks different depending on where you're aiming. The skills that justify a move into product look different to the ones that justify a move into ops, or strategy, or marketing. Hirelytica lets you build that bridge differently for each direction, without inventing experience you don't have, and without burying the experience you do.
People in transition
Redundancy. Return-to-work after caring or health leave. Sector pivot. End-of-contract. You need to move fast, you need to apply at volume, and you can't afford to lose quality. Hirelytica handles the volume so you can spend your time on networking, interview prep, and the things AI can't do for you.
Senior hires and executives
15, 20, 30 years of experience won't fit on two pages, and shouldn't try to. Different roles need different decades, different scopes, different P&L numbers, different team sizes. Hirelytica picks the right slice of your career for each opportunity, so a CV for a CPO role at a Series B looks different to a CV for a VP role at an enterprise, without you starting from scratch each time.
Contractors and freelancers
Every contract is a project. Every project is a potential bullet. Your career is dozens of engagements across clients, sectors, and stacks, and any one CV can only show a fraction of it. Hirelytica indexes the lot, so you can build a CV that's the right ten engagements for this specific brief, in minutes, not over a weekend.
Academics moving to industry
Your CV is currently a publication list. Industry doesn't read those. Hirelytica helps you reframe research, teaching, supervision, grant-winning, and collaboration as the industry-readable equivalents (project leadership, stakeholder management, technical depth, written and verbal communication) without losing the underlying truth of what you've done.
Public sector and non-profit professionals moving to private
The work was real and the impact was real, but the language doesn't translate directly. Hirelytica lets you keep the integrity of what you did while framing it in language the private sector recognises (programme delivery, budget ownership, stakeholder management, operational scale) without overclaiming.
Returning to work after a break
Parenting, caring, illness, sabbatical, travel. The break is part of your story, not a hole to hide. Hirelytica helps you decide what to surface, what to contextualise, and what to leave for the cover letter, and lets you build a CV that's confident about both your experience and your return.
Portfolio careers and side projects
You don't have one job. You have three. Or one job and two side ventures. Or a fractional role and a board seat. Hirelytica indexes everything as structured data, so each application can foreground the parts that matter for that role without burying the rest.

If you're sending the same CV to every role, you're losing to people who aren't.

What we don't do

Honest version, because we're not here to oversell:

  • We don't write you a magic CV. If your Library is thin, the output will be thin. Front-load the work once and you'll never re-do it.
  • We don't apply for you. No auto-apply bots, no LinkedIn scraping. We solve tailoring, not decision-making.
  • We don't lie for you. If the job needs five years of Python and you've got six months, Hirelytica won't pretend otherwise. It'll flag the gap.

FAQ

Is this just ChatGPT with a wrapper?

No. ChatGPT writes from a blank context window every time and will happily invent experience to fit a prompt. Hirelytica is built around a structured Library that anchors every output. Two separate AI passes, one generates, one validates, so nothing makes it onto your CV that isn't already in your career.

How is this different from Teal, Jobscan, Rezi?

Those are CV builders or ATS optimisers; they help you write a better single document. Hirelytica is a career CMS. Different problem, different shape. We're solving the volume problem, not the polish problem.

Will recruiters know it was AI-written?

The CV is built from your words, your projects, your real metrics, selected and reorganised, not invented. It reads as yours because it is.

Will it get past ATS?

Yes. Clean parseable formats, keyword matching done through actual relevant experience rather than stuffing.

What about my data?

Your Library is yours. We don't train models on it. Export everything, anytime.

Pricing?

Founder pricing for early users. [TBD before launch.]

Stop writing CVs. Start managing your career.

Build your Library once. Apply for ten roles before lunch. Move on with your evening.