Human data opportunity intelligence

Coming soon

Go beyond LinkedIn. Find the human data work behind the noise.

Opsis filters zombie postings, recruiter reposts, and endless AI interview funnels—then shows you the direct company signals, context, and role language worth your time.

Filter

Stop spending hours on work that is not there.

Opsis removes zombie postings, agency copies, and AI interview funnels before showing the direct signals left behind.

Filtered before it reached you

  • Zombie posting
  • Recruiter repost
  • AI interview funnel
3 direct signals remain

Beyond LinkedIn · direct sources gaining strength

Last scan · 12 minutes ago
  • Agent evaluation labNew evaluation team appearing across three official rolesCareers · engineering · 18m
    Direct source
  • Voice AI scale-upFresh funding names multilingual quality as a priorityFunding · product · 2h
    Corroborated
  • Robotics intelligence labHuman data language shifts from annotation to world-model evalsResearch · careers · 1d
    Early signal

How Opsis works

From hiring noise to a route worth your time.

Four steps remove dead ends and take you closer to the company, language, and people behind real human data work.

  1. 01

    Remove the dead ends

    Filter zombie postings, recruiter duplicates, and generic AI interview funnels out of the search.

  2. 02

    Verify real demand

    Check the company source, freshness, team movement, and practitioner evidence before applying.

  3. 03

    Translate your experience

    Turn the work you have done into the current role language hiring teams actually use.

  4. 04

    Reach the work directly

    Leave LinkedIn behind when a first-party route or a human decision-maker is available.

What Opsis filters out

You did the assessment. The work never appeared.

A role reposted for months. Seven recorded answers. Three more qualifications. None of them prove a live human data team is hiring. Opsis looks for that proof first.

01

Reposted is not the same as hiring

An old listing can keep collecting applicants long after the company has stopped showing fresh demand.

Repost monitorReposted 4h ago

AI Training Specialist

  • 243 applicants
  • First seen 74 days ago
  • No matching role on company site

Filtered · no fresh hiring signal

Opsis checks the first-party company source before the listing reaches you.
02

An AI screen is not a conversation

Seven timed recordings take your time without giving you a person, a question back, or a clear decision path.

One-way AI interview02:00 remaining

Question 4 of 7

  • Camera and mic required
  • No interviewer present
  • Decision logic not disclosed

Flagged · automated interview gate

Opsis distinguishes a real conversation from another automated gate.
03

A qualification is not a project

Hours of assessment can still end in an empty queue with no start date, onboarding contact, or explanation.

Human data project queueNo projects available

Qualification complete

  • 3 assessments finished
  • No project start date
  • No onboarding contact

Unverified · work availability unknown

Opsis separates active work signals from always-open worker acquisition.

Before you give them another hour

Find out whether the work is real.

Filter recycled postings, one-way AI interviews, and empty qualification queues before they take more of your time.

Included in human depth membership at no extra cost.

Intelligence with provenance

Every conclusion keeps its trail of evidence.

Opsis combines public movement with the practitioner context a search engine cannot see on its own.

Company sources

What the company is doing

Official careers pages, product updates, engineering posts, and named team changes.

Verification rule
Prefer the first-party source
Capital and strategy

What the company can do next

Funding, partnerships, launches, and pivots that can create new hiring demand.

Interpretation rule
Movement is a signal, not a vacancy
Practitioner context

What the process feels like

Member reports on onboarding, assessments, payment reliability, and project stability.

Community rule
Separate experience from verified fact
Market movement

What is rising or fading

Role language, domains, rates, and hiring patterns observed across multiple sources.

Confidence rule
Show freshness and agreement

Opsis should make uncertainty legible. A useful signal can still be incomplete.

Opsis is coming

Leave the noise behind. Get closer to real human data work.

Included in human depth membership at no extra cost.