Humanly Raises $25M to Reinvent AI Recruiting as Candidate Delivery: Inside the Service-as-a-Software Pivot
Humanly just closed a $25M Series B — but the real story isn't the funding. It's what the Bellevue, Washington-based company plans to do with it. Rather than doubling down on the AI screening chatbot that put it on the map, Humanly is pivoting to a "service-as-a-software" model that delivers pre-vetted, hire-ready candidates directly to employers on demand. It's a strategic bet that the company's future lies not in the $14B recruiting software market, but in the $500B staffing and placement industry (GeekWire).
For HR leaders and TA directors watching the AI recruiting landscape fragment into dozens of point solutions, this is a pivot worth understanding.
From Chatbot to Candidate Delivery
Humanly was founded in 2018 as a conversational AI platform designed to automate early-stage screening, scheduling, and candidate engagement (Humanly blog). Its AI Recruiter product handles screening questions, interview scheduling, and even automated reference checks — a full top-of-funnel automation stack (Humanly product page).
That positioning attracted a $12M round that expanded its platform footprint and customer base (DHRMap), followed by a $7M growth round that brought enterprise clients on board. Organizations such as Microsoft, Amazon, Airbnb, and Ascension Healthcare have used the platform for high-volume hiring workflows (DHRMap).
But CEO Prem Kumar now sees a bigger opportunity. The new model doesn't just screen candidates — it delivers them. Humanly's AI conducts approximately 9,000 interviews per day, vetting candidates end-to-end before presenting them to hiring organizations as ready-to-hire talent (GeekWire).
The Numbers Behind the Pivot
With the $25M Series B led by SEEK Investments, Drive Capital, Zeal Capital Partners, and Converge, Humanly has now raised approximately $52M in total funding (GeekWire).
The scale is notable: 9,000 AI-conducted interviews daily positions Humanly as one of the highest-throughput automated screening operations in the market. The company projects it could gain access to approximately 20 million job seekers over the next 12 months as its candidate-facing products scale (GeekWire).
The $500B Market Bet
Kumar's strategic rationale is straightforward: why compete for a slice of the $14B recruiting software market when the staffing and placement market — where companies pay for outcomes (hires), not tools (seats) — is worth $500B? (GeekWire)
The service-as-a-software framing redefines what AI recruiting means. Instead of selling software that helps recruiters do their jobs faster, Humanly wants to replace parts of the traditional staffing agency workflow entirely — using AI to source, screen, vet, and deliver candidates at a fraction of the cost and turnaround time of a traditional staffing firm.
For TA leaders currently spending on both recruiting software licenses and staffing agency fees, this convergence could simplify procurement. But it also raises questions about quality control, accountability, and transparency when AI is making end-to-end candidate decisions without a human in the loop at every stage.
A New Play for Job Seekers
Part of the $25M will fund a new job-seeker-facing product. Humanly plans to offer AI-powered coaching tools that help candidates with interview preparation, resume writing, and salary negotiation (GeekWire).
This dual-sided marketplace approach — serving both employers and candidates — mirrors the model that staffing agencies have operated for decades. The difference is that Humanly is attempting to automate both sides with AI.
What This Means for Staffing Agencies
If Humanly's pivot succeeds, traditional staffing firms face a direct competitive threat. The company is essentially building an AI-powered staffing agency that can operate at 9,000-interviews-per-day scale with software-level margins.
Staffing agencies that rely on manual sourcing and screening processes may find their high-volume verticals — healthcare, logistics, retail, hospitality — particularly vulnerable to this kind of automated candidate delivery model.
The Compliance Question: Where Human-in-the-Loop Still Matters
Humanly's fully automated candidate delivery model is ambitious, but it raises a critical question for compliance-conscious organizations: who is accountable when AI makes the vetting decisions end-to-end?
A growing wave of employment regulations is scrutinizing automated hiring decision tools — particularly those where AI makes vetting decisions with limited human involvement. Organizations in regulated industries or those hiring across multiple jurisdictions may need a model that keeps humans in the decision loop — not just at the end of the funnel, but throughout the screening process.
This is where platforms like OVI take a different approach. OVI's audio chat-based screening operates on a human-in-the-loop model: AI provides decision-support and structured interview data, but final hiring decisions remain with the recruiter. OVI does not use biometric analysis — no voice characteristic scoring, no facial recognition, no emotion detection. Analysis is based on transcript content only, which meaningfully reduces regulatory exposure since human recruiters retain final decision-making authority.
OVI aligns with GDPR requirements (with DPA and Standard Contractual Clauses available for EU/UK candidates) and is preparing for EU AI Act readiness ahead of the August 2026 deadline. For organizations that need compliance confidence at a startup-friendly price point — plans start at $99/month — OVI offers a practical middle ground between fully manual screening and fully automated candidate delivery.
Neither model is wrong. But for HR leaders in regulated environments, the choice between automated candidate delivery and human-in-the-loop screening is increasingly a compliance decision, not just a workflow preference.
Frequently Asked Questions
How much has Humanly raised in total?
Humanly has raised approximately $52M across multiple rounds, including a $7M growth round, a $12M round, and the latest $25M Series B in 2026 (GeekWire; DHRMap; DHRMap).
What is Humanly's "service-as-a-software" model?
Rather than selling screening software, Humanly now delivers pre-vetted, hire-ready candidates directly to employers — combining AI-powered interviewing with end-to-end candidate delivery, similar to what a staffing agency does but at software-level scale (GeekWire).
How many interviews does Humanly conduct daily?
Humanly's AI conducts approximately 9,000 interviews per day (GeekWire).
What does Humanly offer job seekers?
Humanly is building AI coaching tools for interview preparation, resume writing, and salary negotiation, aiming to reach approximately 20 million job seekers over the next 12 months (GeekWire).
How does OVI differ from Humanly's approach?
OVI uses a human-in-the-loop audio chat model where AI supports — but does not replace — recruiter decisions. It avoids biometric analysis, aligns with GDPR and EU AI Act requirements, and starts at $99/month. It is designed for organizations that prioritize compliance and transparency in their screening process (OVI Trust & Compliance Center).
How much has Humanly raised in total?
Humanly has raised approximately $52M across multiple rounds, including a $7M growth round, a $12M round, and the latest $25M Series B in 2026.
What is Humanly's "service-as-a-software" model?
Rather than selling screening software, Humanly now delivers pre-vetted, hire-ready candidates directly to employers — combining AI-powered interviewing with end-to-end candidate delivery, similar to what a staffing agency does but at software-level scale.
How many interviews does Humanly conduct daily?
Humanly's AI conducts approximately 9,000 interviews per day.
What does Humanly offer job seekers?
Humanly is building AI coaching tools for interview preparation, resume writing, and salary negotiation, aiming to reach approximately 20 million job seekers over the next 12 months.
How does OVI differ from Humanly's approach?
OVI uses a human-in-the-loop audio chat model where AI supports — but does not replace — recruiter decisions. It avoids biometric analysis, aligns with GDPR and EU AI Act requirements, and starts at $99/month. It is designed for organizations that prioritize compliance and transparency in their screening process.