Next Biz Thing #419 thecognitive.io
The Cognitive https://thecognitive.io/
Markus J. Diplama looks at The Cognitive, a Toronto based artificial intelligence recruiting platform founded by Sparsh Goyal. The episode walks through how its sourcing agent finds candidates from a plain language brief, how its live two way AI interviewer holds a real twenty minute conversation instead of a one way recording, and how every rating on its evidence scorecards traces back to a quote and a timestamp. It also covers the claim that time to hire drops from sixty days to roughly ten, and why recruiters still approve every stage. Worth a listen for anyone building a team right now.
Here is a number that should bother anyone who has ever tried to build a team. Sixty days. That is roughly how long it takes, on average, to move a serious role from the moment someone says we need to hire to the moment a signed offer lands in an inbox. Sixty days of scheduling, of chasing, of resumes that all start to look the same, of good candidates quietly accepting something else while you are still waiting on a calendar invite. We have automated almost every other part of running a company, and yet the single decision that determines what a company actually becomes, who joins it, is still mostly held together by spreadsheets, inbox threads, and hope.
Welcome back to The Next Biz Thing. I am Markus J. Diplama, and this is the show where I go looking for the companies that are quietly rebuilding the parts of business everyone else has learned to tolerate. Not the loudest companies. The useful ones. The ones solving a problem so familiar that most of us stopped noticing it was a problem at all. Today's is a good example of exactly that, because it takes aim at hiring, and it does it in a way I did not expect.
The company is called The Cognitive. It is based in Toronto, Canada, and it was founded by Sparsh Goyal. What they have built is an artificial intelligence recruiting platform, and I want to be precise about that phrase, because it gets used loosely and it usually means one narrow thing. Most recruiting tools pick a slice. Some help you find people. Some help you screen people. Some help you keep track of the people you already found. The Cognitive is trying to do something harder, which is to hold the whole front half of hiring in one place: sourcing candidates, running the outreach, conducting live interviews, and handing a hiring team a shortlist that is actually worth their attention.
Let me walk through how that works, because the details are where this gets interesting.
It starts with sourcing. Their sourcing agent has a name, Remy, and the thing that stands out about it is how you talk to it. You do not build a boolean string with quotation marks and asterisks and four layers of nested parentheses, the way recruiters have been doing for twenty years. You describe the role the way you would describe it to a colleague over coffee. Plain language. What the person needs to have done before, what kind of team they are joining, what would make someone great at it rather than merely qualified. The system goes and searches talent profiles against that description. It runs overnight, and the idea is that you log in the next morning and a shortlist is already waiting for you, built while you were asleep.
There is a detail in there that I think is genuinely smart. The candidates it finds go into what they call a durable role pool. Everyone it surfaces stays. That sounds small, and it is not. Anyone who has run a search knows the frustration of finding forty strong people for a role, hiring one, and then watching the other thirty nine evaporate into a folder nobody opens again. Six months later the same role opens on a different team and the search starts from zero. Keeping the pool alive turns each search into an asset instead of a disposable event.
Then there is the part that made me sit up, which is the interview.
The Cognitive runs live, two way video interviews with an artificial intelligence interviewer. Not a recording. Not a list of questions on a screen with a timer counting down while a candidate talks into a camera and hopes somebody eventually watches it. A real conversation, roughly twenty minutes long, with a realistic voice on the other side that listens and then decides what to ask next based on what it just heard. If an answer is vague, it probes. If an answer is strong, it pushes harder into that territory to find out where the real depth is. That is what a good interviewer does, and it is the thing one way video screens have never been able to do.
And you can see it in the numbers they report. Traditional one way video screens get completion rates somewhere in the range of forty to sixty percent, which is a polite way of saying that roughly half the people you asked to do one decided it was not worth their evening. The Cognitive reports completion rates above ninety percent. Candidates finish these. I think that is because a two way conversation respects the person on the other end of it in a way that recording yourself into a void simply does not.
The output is where the rigor shows up. Every interview produces what they call an evidence scorecard, and every rating on it is tied back to specific quotes and timestamps from the conversation. So a hiring manager does not just see a seven out of ten on systems design. They see the seven, and they see the exact moment in the interview that produced it, in the candidate's own words. You can go listen to it. You can disagree with it. You can show it to the rest of the panel and argue about it, which is exactly what a hiring team should be able to do.
That traceability does something else too, and this is the part I would underline if I were advising anyone in this space. Every candidate for a given role faces the same rubric. Consistency is not a nice feature in hiring, it is the entire ballgame, because the alternative is what most companies actually have: five interviewers, five different mental models, five different bars, and a decision that comes down to who happened to be in the room. A consistent rubric with auditable scoring is a real answer to a real fairness problem, and it is auditable in the literal sense. You can go back and check.
They have also built in real time detection for the newer problem in this category, which is candidates reading from a script, being coached live, or simply not being the person they claim to be. As interviews move online that stops being a hypothetical concern, and it is the kind of thing you want handled quietly in the background rather than discovered three weeks into someone's first job.
Here is the philosophical position underneath all of it, and I think it is the right one. The Cognitive describes itself as agentic but not autonomous. The system does the work. Recruiters approve between the stages. Humans make every hiring decision. That distinction matters enormously right now, because the easy version of this product is one that promises to take hiring off your plate entirely, and that product would be both irresponsible and, frankly, worse. Hiring is a judgment call about a person joining a group of other people. What you want automated is the sixty days of logistics around that judgment. What you do not want automated is the judgment.
The practical claim they make is that this compresses time to hire from around sixty days to roughly ten. If you have ever lost a candidate you wanted because a competitor moved faster, you already understand what that is worth, and it is not a small operational improvement. It is the difference between getting the person and not getting them.
A few more things worth knowing. Setting up a role takes eight to ten minutes, and the system drafts the job description, the interview questions, and the evaluation rubric from a short brief, all of which you can then edit. They ship more than fifty role templates and sixteen industry playbooks, so you are not starting from a blank page. Candidates self schedule inside a window you set, across any timezone, which removes the single most tedious piece of coordination in the entire process. And it connects to more than forty applicant tracking systems, including Greenhouse, Lever, Ashby, Workday, SmartRecruiters, iCIMS, and Bullhorn. That last point is more important than it sounds. It means this sits alongside the system a company already runs instead of demanding they rip it out, which is the reason most good hiring tools never get adopted.
Pricing starts around forty nine dollars a month on the sourcing side, with interview plans starting at ninety nine dollars and scaling up from there, and there is a free trial with sourcing credits and a couple of interviews in it, so you can see the thing work before you commit to anything.
So why does this matter beyond the recruiting industry?
Because hiring is the highest leverage decision most organizations make, and it is the one they are worst equipped to make well. A small company hiring its eighth employee is making a decision that will shape the next three years, and it is making it with a hiring process assembled from whatever tools happened to be lying around. The interesting shift that The Cognitive represents is not that software is doing the interview. It is that the evidence behind a hiring decision is finally being written down. Quotes, timestamps, the same rubric applied to everyone, a record you can go back and examine. For the first time hiring starts to look less like a series of impressions and more like a process you can actually inspect and improve.
That is the part I keep coming back to. The speed is the headline, and ten days instead of sixty is a genuinely good headline. But the durable thing here is the accountability. A hiring decision you can explain, with the receipts attached, is a better hiring decision, and it is fairer to the people on the other side of the table who never find out why the answer was no.
If you are building a team right now, or if you are in talent acquisition and you have spent this year being asked to do more with a smaller team, The Cognitive is worth twenty minutes of your time. Go and look at how the interviewer actually works, because reading about a two way artificial intelligence interview does not quite prepare you for watching one. The link is in the show notes.
That is all from me today. Thank you for spending this time with me, and thank you to everyone who keeps sending me the companies you think deserve a spotlight. Keep them coming, because that is genuinely how most of these episodes start. I am Markus J. Diplama, this has been The Next Biz Thing, and I will see you on the next one.
