The first question a compliance officer asks about an AI agent is not what it can do, but what it might break. For a fintech underwriting a loan or a hospital managing patient consent, the risk calculus is binary: the agent is either authorized to act, or it is not. Humanos is betting that decision needs a real-time, data-driven score.
Based in Lisbon, the startup has built what it calls risk and authorization infrastructure for autonomous AI. Its core product is an API that assigns any agent a continuously updated risk score from 0 to 100, based on its behavior, permissions, and activity history. That score is recorded in a persistent "risk passport" that third parties, like insurers or lenders, can query. Before an agent executes a sensitive action, a call to Humanos's Risk API can check identity, authorization, and guardrails. The company reports its technology is already deployed across more than 350 organizations, primarily in regulated sectors like financial services and healthcare [SesaMers, September 2026].
The Wedge: From Authorization to Underwriting
Humanos is not merely selling a more sophisticated off-switch. Its wedge is turning agent behavior into a financial signal. For a company like reported customer InsureNow, an AI agent's risk passport becomes an underwriting input, potentially influencing the cost of coverage or the decision to extend credit [PERPLEXITY SONAR PRO BRIEF]. Similarly, a lender could evaluate the operational risk profile of an agent managing a borrower's financial data before approving a line of credit.
This positions Humanos at the intersection of two procurement cycles: enterprise security and financial risk management. The initial sale is to the security or engineering team deploying the agents, who need the authorization guardrails. The expansion motion, however, targets the risk and compliance departments that care about audit trails and external validation. It is a classic land-and-expand strategy, but with the expansion path leading directly to the budget owners for insurance and capital.
A Founding Team Built for Repeat Entrepreneurship
The company is led by a large, serial founding group. Public reports describe a team of seven repeat founders claiming 19 startups and five exits between them [Portugal Startup News, June 2026]. CEO Pedro Andrade is a Forbes 30 Under 30 honoree whose background spans AI leadership roles at Talkdesk and innovation posts in construction tech [PERPLEXITY SONAR PRO BRIEF] [Telecom Reseller / Technology Reseller News, March 2026]. This density of founder experience is a tangible asset for navigating early enterprise sales and the inevitable regulatory conversations.
The following table outlines the core leadership team as identified in public sources:
| Name | Role | Noted Background |
|---|---|---|
| Pedro Andrade | Co-Founder & CEO | Forbes 30 Under 30; former VP of AI at Talkdesk [PERPLEXITY SONAR PRO BRIEF] [Telecom Reseller]. |
| Rui Lagos | Co-Founder & CTO | Role confirmed via LinkedIn [Rui Lagos - Co-Founder & CTO @ Humanos]. |
| Artur Goulão Ferreira | Co-Founder & Chief AI Officer | Creator of the VIA Protocol; co-founded NFT marketplace Exclusible [Artur Goulão Ferreira - Humanos |
| Rodrigo Sarroeira | Co-Founder & CPO | Publicly cited as co-founder [PERPLEXITY SONAR PRO BRIEF]. |
Traction and the $3.2 Million Seed
In September 2026, Humanos closed a $3.2 million seed round led by Anthemis, the fintech-focused venture group. The round included participation from Springbank, Critical Ventures, Start Ventures, Transatlantic Highway Ventures, and angels from companies like Sword Health, Feedzai, and OutSystems [SesaMers, September 2026]. Anthemis's lead is a signal in itself, aligning with the company's focus on financial services as a primary beachhead.
The capital appears to be fueling growth around a reported early deployment footprint. Beyond the 350-plus deployment figure, the company has named early users and partners including Portuguese hospital group Lusíadas, fintech Numo, and DataWhisper, which integrates Humanos into its CortexOS agent governance layer [Humanos-App/humanos-website-launch] [Lucy Underwood - Self-employed | LinkedIn]. The company has also stated a goal to facilitate $1 billion in agentic economic activity over the following year, though this is a forward-looking target rather than a current metric [Portugal Startup News, September 2026].
June 2026 Seed Filing | 3.08 | M USD
September 2026 Seed Round | 3.2 | M USD
The Realistic Competitive Set
Humanos operates in a nascent but quickly forming category. Its most direct competitors are not other startups with similar APIs, but internal builds and the default "allow/deny" logic in existing agent platforms. The sales pitch must convince security teams that a specialized, external risk network is superior to a homegrown scoring system. Looking ahead, competition will likely crystallize around a few axes:
- Integrated Agent Platforms. Companies like DataWhisper, which is currently a partner, could eventually build similar risk-scoring capabilities directly into their orchestration layers.
- Enterprise Security Vendors. Established players in identity and access management (IAM) or cloud security posture management (CSPM) may view agent risk as a logical extension of their existing dashboards.
- Specialized AI Governance Tools. Startups focused on AI safety, audit, and compliance could pivot to offer real-time authorization as a feature.
Humanos's first-mover advantage in building a network of scored agents, and its specific focus on turning that score into a financial instrument, is its differentiator. The bet is that being the system of record for agent risk will be more valuable than being the system that merely controls the agent.
Where the Model Faces Pressure
For all its early momentum, Humanos's model introduces specific execution risks that scale with its ambition. The success of its underwriting wedge depends entirely on the predictive accuracy and fairness of its risk scores. A flawed score that leads to an unjustified credit denial or insurance claim rejection would damage trust in the network. Furthermore, the company must navigate varying international regulations for both AI systems and financial data, a complex compliance burden for a small team.
From a commercial standpoint, the company has yet to demonstrate it can command enterprise pricing for its API or successfully collect fees from the financial partners on the other side of its marketplace vision. The current reported deployments are a strong early signal, but they do not yet reveal average contract value or net revenue retention,the metrics that determine if this is a feature or a foundational business.
The Ideal Customer Profile
The clearest path to revenue is through the chief risk officer or head of compliance at a mid-sized fintech, insurer, or hospital network. This is an organization that is already experimenting with or deploying AI agents for tasks like customer onboarding, claims processing, or patient intake, but is hitting a wall with internal audit requirements. They have a budget for compliance technology and a pressing need to move faster without increasing their risk exposure. For them, Humanos is not an AI tool; it is an insurance policy and an accelerator rolled into one API call.
The next twelve months will be about proving the unit economics behind that call. The milestones to watch are a named enterprise customer with a six-figure annual contract, a public case study detailing the risk-score-to-underwriting workflow, and the timing of a Series A round to scale sales beyond its initial European base. If Humanos can convert its 350 deployments into a repeatable enterprise sales motion, it will have done more than score AI agents. It will have built the credit bureau for the autonomous economy.
Sources
- [SesaMers, September 2026] Humanos raises $3.2M seed for AI agent risk scores | https://www.sesamers.com/funding/humanos-raises-3-2m-seed-ai-agent-risk-score/
- [PERPLEXITY SONAR PRO BRIEF] Brief on Humanos product, team, and funding
- [Portugal Startup News, June 2026] Humanos launches to enforce human authorization before AI acts | https://portugalstartupnews.com/2026/06/03/humanos-launches-to-enforce-human-authorization-before-ai-acts/
- [Portugal Startup News, September 2026] Humanos raises $3.2M to build risk infrastructure for AI agents | https://portugalstartupnews.com/2026/09/28/humanos-raises-3-2m-to-build-risk-infrastructure-for-ai-agents/
- [Telecom Reseller / Technology Reseller News, March 2026] Talkdesk: Pedro Andrade on AI as a Digital Workforce | https://telecomreseller.com/2026/03/19/talkdesk-pedro-andrade-on-ai-as-a-digital-workforce-in-the-modern-contact-center-podcast/?amp=
- [Humanos-App/humanos-website-launch] References to integrations with InsureNow, Lusíadas, Numo, and DataWhisper
- [Lucy Underwood - Self-employed | LinkedIn] Description of DataWhisper's SmartInsights.CortexOS
- [Artur Goulão Ferreira - Humanos | LinkedIn] Profile identifying role and VIA Protocol
- [Forbes, June 2022] Article referencing Artur Goulão's co-founding of Exclusible | https://www.forbes.com/sites/joesills/2021/07/15/unknown-amazon-investigates-how-amazonias-indigenous-people-communities-feel-about-climate-change-and-progress/
- [Rui Lagos - Co-Founder & CTO @ Humanos] LinkedIn profile confirming role