CareerOS 360 · The agents
Two AI agents build your career case. A person signs every file.
CVPRO built two in-house career-intelligence agents: one for CXOs and senior leaders, one for senior professionals. Send your CV and LinkedIn PDF. The agent checks your record, researches the live market and builds your whole career package. A named CVPRO reviewer then checks every claim before anything reaches you.
- Two PDFs, no long questionnaire
- Nothing invented
- Human sign-off on every file
Why this exists
CV writers polish words. Coaches work on you. CareerOS rebuilds the record first.
A search partner, a hiring panel or a board reads your record before they ever meet you. CareerOS starts with the evidence in that record, then builds everything from it.
Traditional CV rewriting
- Focused on wording and format
- Evidence checking depends on the writer
- Usually one or two documents
- Usually a fresh start next time
Executive coaching alone
- Strong on judgement and behaviour
- Evidence is discussed, rarely documented
- Market view is the coach’s own
- Your files are yours to update
CareerOS agent build
- One verified career record first
- Every claim and number checked
- Live market research, dated
- A full package, signed off by a person
How a case runs
Two PDFs in. A complete, checked package out.
The agent works in three automatic waves and checks each one before starting the next. Then a person takes over.
Step 1You upload two PDFs
Your CV and your LinkedIn profile PDF, within the scope you agreed in writing. No long questionnaire.
Wave AThe truth layer
A source inventory, one canonical career record, an evidence ledger and a register of every discrepancy found.
Wave BThe core assets
CV, LinkedIn, positioning and portfolio material — all written from that one verified record.
Wave CMarket & activation
Live comparable roles, interview preparation, audience-safe share packs, guides and a manifest.
Sign-offA named human checks it
Every claim, number and file is reviewed by a named CVPRO reviewer before anything reaches you.
HandoverOne package, explained
A single ZIP with an Open Me First folder, a five-step walkthrough and a personal handover note.
If a case is too big for one sitting, the agent never restarts or pretends to be finished. It completes the safe wave and writes a case-state file and a “continue this case” note, so the next session resumes exactly where it stopped, without silently changing approved facts.
The two editions
One standard. Two levels of seniority.
Which edition runs your case depends on the mandate you are aiming for, not on your budget.
Executive edition
CXOs · MDs · VPs · board & advisory
For leaders whose next move is judged on mandate, authority and governance. Seniority is read from what you were actually accountable for — never from tenure or title alone.
- Role routing across technical, functional, enterprise, advisory and board mandates
- Four profile diagnostics, shown only when the evidence is strong enough
- Opportunity decision matrix, board/advisory track and search-firm share packs
Professional edition
Directors · Heads · senior managers · lead specialists
For senior professionals building the next step. The agent infers the roles your record can defensibly reach, then builds a guided package you can act on in five steps.
- Primary, secondary and adjacent roles, each with evidence and risks
- Role Alignment, Evidence Strength and Interview Readiness diagnostics
- Multi-JD portfolio, JD tailoring, interview and debrief modes
The rules
Six things the agents are not allowed to do.
These are written into the agents’ instructions, not added afterwards as a promise.
Nothing is invented
No fabricated claims, inflated titles or padded seniority. If the evidence is missing, the gap is shown — not filled.
Taking part is not owning
Company growth is not your personal impact. Exposure is not hands-on depth. Access is not board authority.
Every number is checked
Value, unit, period, baseline, scope, ownership, source. If they do not line up, the number is qualified or dropped — never the larger one picked.
It sounds like you
A voice profile is built from your own writing. Stock executive clichés and keyword stuffing are removed.
Private stays private
Every claim is tagged for who may see it. Confidential names, deals, pay and non-public scale are kept out of shareable files.
No verdicts on people
The agents never rank people, never infer protected traits and never present a diagnostic as a hiring prediction.
Who stands behind it
Backed by technology. Built by people who hire leaders.
The technology
Both agents are built by CVPRO as custom agents on OpenAI’s ChatGPT platform, using the model recommended for them (GPT-6 Pro at the time of writing). What makes them CVPRO’s is the operating standard they run under: written instructions, a knowledge base of standards, an output schema and an evaluation suite, versioned like software (Executive V6.1.2, Professional V5.1).
The model is not the moat. The standard is. Anyone can ask a chatbot for a CV. The difference is what the agent is forbidden to do, and what it must prove before a file is allowed out.
The people
The standard was written from fifteen years of leadership hiring at Talpro — the Bengaluru staffing firm behind CVPRO, focused on GCC and technology leadership. It encodes how search partners, hiring panels and boards actually read a senior record.
A named CVPRO reviewer signs off every case. For leaders who want more, CVPRO’s founding coaching panel, now being onboarded, is drawn from the HCI Talks community of senior HR and business leaders and admitted against a published bar.
What arrives
Not a document. A briefing book for your next move.
Every file comes from the same verified record, so your CV, LinkedIn, slides and interview material never contradict each other. Each file has one master copy; share packs are deliberate, labelled exports for a named audience.
- ATS-safe DOCX and PDF, editable 16:9 slides, spreadsheets and structured data
- An Open Me First folder and a short guide in every folder
- An honest status for every item: complete, complete with evidence gaps, not applicable, blocked or not generated
- A personal handover note from Bhaskar Anand, founder of CVPRO
Illustrative layout — folders depend on your case
In plain words
Questions leaders ask about the agents
Is this just ChatGPT writing my CV?
No. The agents run on OpenAI’s ChatGPT platform, but they work under CVPRO’s own operating standard: what to check, what is forbidden and what must be proven before a file is released. A general chatbot can produce a plausible number you must verify. These agents are instructed to qualify or drop it, and a named person checks the result.
Do I have to answer a long questionnaire?
No. Your CV and your LinkedIn profile PDF are enough to start. The agent infers the roles your record can defensibly reach and only pauses for the smallest missing item if something genuinely blocks the work.
Will anything about me be made up?
No. Every claim is sorted into one of five evidence classes. Unsupported claims are shown as gaps, not written into your files. Titles, seniority and numbers are never inflated.
What does the agent research about me?
Only public professional information, and only after two identity details match, so a namesake is never mixed up with you. Data brokers, contact aggregators and irrelevant personal social media are excluded. The permission covers your case only.
Who sees my files, and who provides the AI?
Your case is processed by OpenAI, the provider of the ChatGPT platform the agents run on, and reviewed by your named CVPRO reviewer. It is never shared with employers or recruiters. We ask for your separate consent before an agent reads your material. Details are on how we use AI and the privacy notice.
Do the P1–P3 packages use the agents?
No. The P1–P3 packages and the signal audit are read by a named reviewer with no language model involved. The agents run only in a CareerOS agent build that you choose and consent to in the written scope.
Does this get me a job?
No, and nobody honest can promise that. CareerOS makes your record accurate, evidenced and ready for the people who decide. It makes no promise about interviews, offers or outcomes.
How do I start, and what does it cost?
The P1–P3 packages are priced and bookable on the booking page. A full CareerOS build (every applicable file in the catalogue) is scoped on a scope call, and its scope and fee are confirmed to you in writing before you pay anything.
Next step
Let the evidence do the talking.
Start with a scope call. We will tell you which edition fits your mandate, what the package will contain and what it costs — in writing, before you pay.
No job search, no applications, no interview or outcome promises. CVPRO is not an employer, recruiter or placement agency. ChatGPT and GPT are trademarks of OpenAI; CVPRO is not affiliated with or endorsed by OpenAI.