Quick answer: Harper and Aiden Risk are both AI-native commercial insurance brokers, not carriers, and on the basics they match. Both place coverage for small and mid-sized businesses across 100+ carriers, both move in days rather than weeks, and both serve main-street businesses like restaurants, bars, contractors, and manufacturers. The difference is what happens beyond the placement. Harper leans on AI to run the brokerage itself, reading applications, routing submissions, and following up with underwriters, in a model described as almost fully autonomous. Aiden Risk gives you everything that model does and goes further: its AI analyzes 140+ risk signals about your business, a licensed broker reviews that analysis and runs a coverage gap analysis before anything is bound, and the AI keeps watching your risk year-round, with a licensed broker acting on every change it flags. Harper fits a business that mainly wants a fast, automated placement. Aiden Risk fits a business that wants the same speed and industry coverage, plus licensed human accountability and continuous monitoring.
Harper is one of the most talked-about new names in commercial insurance. It came out of Y Combinator, raised $47 million in combined seed and Series A funding in early 2026, and reports serving more than 5,000 businesses. Like Aiden Risk, it calls itself an AI-native brokerage. Much of the attention it gets comes from that funding and growth. But if you are choosing a broker, the useful question is not who raised the most or whether each uses AI. It is what that AI actually does for your coverage, and who is accountable for the result.
This Aiden Risk guide compares the two across every capability that matters, from AI risk analysis and carrier access to continuous monitoring, licensed broker accountability, and certificates of insurance.
What Is Harper?
Harper (Harper Insure) is a San Francisco-based, AI-native commercial insurance brokerage founded in 2024 and backed by Emergence Capital, Y Combinator, and Peak XV, among others. It is a licensed agency, not an insurance company, so policies are issued by its carrier partners. TechCrunch describes it as an almost fully autonomous agency, with AI handling submission routing, underwriter follow-ups, document collection, and pipeline management.
Harper focuses on real-world small and mid-sized businesses: contractors, restaurants and bars, auto dealers and garages, daycares, senior care, manufacturers, hospitality venues, security firms, and transportation companies. It lists general liability, professional liability, workers' compensation, commercial auto, garage liability, commercial property, cyber, umbrella, and surety bonds, and it says it works with more than 160 carriers, including specialty and excess and surplus (E&S) markets. Its pitch is speed and simplicity: one call, an assigned specialist, and coverage in as little as 24 to 48 hours, including for businesses other agents turn down.
Strengths: fast placement, a strong appetite for complex and hard-to-place main-street risks, deep specialty and E&S market access, and an efficient model that lets it serve a large volume of businesses.
Structural limitations: Harper's model leans on AI rather than licensed review. Its AI is built to automate the brokerage workflow, which makes placement faster, not to analyze and monitor the client's risk, and the more of the account the AI runs, the less of it a licensed broker reviews. Its public materials center on getting coverage placed and renewed, and do not describe a licensed broker reviewing every account, an external-data risk analysis of your business before placement, or continuous risk monitoring between renewals.
What Is Aiden Risk?
Aiden Risk is an AI-native independent commercial insurance broker. It pairs a proprietary AI risk engine, built specifically for commercial insurance, with licensed human brokers, keeping the two things that make a broker valuable, independent market access and licensed judgment, and rebuilding everything around data.
Aiden Risk serves the same main-street small businesses Harper does, and the mid-market businesses they grow into. That includes restaurants, bars, breweries, and food service, contractors and construction, manufacturers, hospitality venues, retail, transportation and logistics, healthcare, real estate, professional services, technology, and nonprofits. So choosing Aiden Risk does not mean giving up industry fit, speed, or small business focus. It means getting all of that plus a licensed broker and continuous monitoring.
Before a broker speaks with you, Aiden Risk's engine has already analyzed more than 140 signals about your business, including public filings, CVE vulnerability databases, live cyber threat feeds, breach history, and industry peer benchmarks. A licensed broker reviews that profile, runs a coverage gap analysis, and places the best-fit coverage from a panel of more than 100 carriers across 13 commercial lines. Most straightforward businesses go from a 5-minute intake to placed coverage in as little as 48 hours. After binding, the AI keeps watching those signals year-round rather than waiting for the next renewal, an approach recently covered by CB Herald.
Head-to-Head: Capability Comparison
| Capability | Harper | Aiden Risk |
|---|---|---|
| Type | AI-native brokerage (licensed agency) | AI-native independent broker |
| Industries served | Main-street SMBs: contractors, restaurants and bars, auto, daycare, manufacturing, hospitality | The same main-street SMBs, plus the mid-market, across 10+ verticals |
| What the AI does | Automates the brokerage workflow: applications, submissions, underwriter follow-ups | Analyzes your risk: 140+ signal engine, reviewed by a licensed broker |
| Risk analysis before placement | Application and underwriting driven | 140+ external data signals plus a coverage gap analysis |
| Continuous monitoring | Not described, placement and renewal focused | Yes, AI watches year-round and a licensed broker acts on every flag |
| Carrier access | 160+ carriers, including specialty and E&S | 100+ carriers, independent |
| Coverage lines | GL, professional, workers' comp, auto, garage, property, cyber, umbrella, bonds | 13 commercial lines, managed together as one Stack |
| Speed | As little as 24 to 48 hours | 5-minute intake, placement in as little as 48 hours |
| Human involvement | AI-led, described as almost fully autonomous | Licensed broker reviews and signs off on every account |
| Certificates of insurance | Issued on request | Issued, plus a free COI checker that grades certificates against contract requirements |
| Best for | Main-street and hard-to-place risks that need fast placement | Main-street SMBs through the mid-market that want fast placement plus licensed review and monitoring |
The Differences That Actually Matter
1. AI that runs the brokerage vs. AI that reads your risk
This is the core distinction. Harper's AI makes the broker faster: it fills forms, routes submissions, and chases underwriters, which is why it can handle far more accounts than a traditional agency. Aiden Risk's AI makes the analysis deeper: it builds a profile of your business from 140+ external signals, so the licensed broker starts from what your exposure actually is, not only from what the application asked. Both are real uses of AI. They just answer different questions, how fast can this be placed, versus what does this business actually need. For more on the second approach, see how AI reads a risk profile differently than a human underwriter.
2. A licensed broker on every account vs. an AI-run process
Harper's model is built to be almost fully autonomous, with AI running most of the process. Aiden Risk uses AI where it is strongest, analyzing data and watching for change, and keeps a licensed broker accountable for every account. That broker reviews the AI's risk profile, signs off on the coverage before it is bound, and acts on every exposure change the AI flags. Automation makes a brokerage faster. A licensed professional reviewing the work is what makes sure the coverage actually fits when a claim comes in. See insurance broker vs. agent for why that accountability matters.
3. Continuous monitoring vs. placement and renewal
Harper's model is built to get coverage placed quickly and keep it renewed. Aiden Risk's AI keeps watching your 140+ signals year-round and flags exposure changes as they happen: a new hire in another state that changes your workers' compensation exposure, a new vulnerability that changes your cyber posture, a new location, or a new contract with stricter insurance terms. A licensed broker then adjusts the program before a claim finds the gap, instead of discovering it at the next renewal.
4. A gap analysis before binding
Fast placement is valuable, but speed alone does not tell you whether the policy matches your contracts and operations. Aiden Risk runs a coverage gap analysis on every placement, checking limits, exclusions, and endorsements against how your business actually operates. That step is where the expensive surprises usually hide, which is why understanding hidden gaps in commercial insurance matters as much as getting a quote quickly.
5. Carrier access: fit matters more than the count
Harper reports 160+ carriers. Aiden Risk is independent across 100+ carriers and 13 commercial lines. Past a certain point, a bigger carrier list does not produce better coverage on its own. What produces better coverage is knowing which carrier fits your specific risk, and that is where Aiden Risk's 140+ signal profile does the work: it shapes a submission underwriters can price accurately, so a licensed broker is matching your business to the right market rather than sending the same application to as many markets as possible.
6. One Stack vs. individual policies
Aiden Risk places 13 commercial lines, including general liability, workers' compensation, commercial auto, commercial property, umbrella, cyber, D&O, E&O, EPLI, builders risk, product liability, inland marine, and the business owners policy (BOP), and manages them together as one program, or Stack. When your policies are analyzed and monitored as a single program, the gaps between them, such as an umbrella that does not follow form or an auto exposure no one scheduled, are easier to catch.
For Contractors and Restaurants: Where the Difference Shows Up
Harper and Aiden Risk both serve contractors and restaurants, so it is worth being concrete about what the extra analysis and monitoring look like in those businesses.
Contractors: a contractor's exposure changes with every job. New general contractor agreements bring new Additional Insured, Waiver of Subrogation, and limit requirements, and a certificate that falls short can cost you the job. Aiden Risk's free COI checker grades your certificate against what a general contractor, landlord, or venue actually requires and flags the gaps, and a licensed specialist issues a corrected certificate, often the same day. See our contractor insurance guide and the additional insured problem for the details.
Restaurants: a restaurant's risk moves with liquor sales, delivery, a second location, or a catering contract. Those changes quietly affect liquor liability, hired and non-owned auto, and property values. Continuous monitoring is built to catch that drift between renewals. Our guide to restaurant insurance coverage gaps covers the most common ones.
Where Harper Still Fits
Harper is a well-funded, fast-growing broker, and its model works for a business that wants one call and a quick, automated placement, and does not need a licensed broker reviewing the account or ongoing risk analysis between renewals.
But there is nothing in that picture Aiden Risk gives up. Aiden Risk serves the same industries, places in the same timeframe, and shops a comparable market, and then adds what an automated model leaves out: a 140+ signal risk analysis, a licensed broker who reviews and signs off on every account, a coverage gap analysis before binding, and continuous monitoring once the program is live.
Who Aiden Risk Is Built For
Aiden Risk is built for US-based small and mid-market businesses that want independent market access, full commercial lines, and continuous monitoring in a single relationship. It fits restaurants, contractors, and professional services firms, as well as companies in technology, financial services, healthcare, construction, and real estate. It is especially valuable for businesses whose risk profile changes through the year via hiring, new locations, new products, or new contracts.
Key Takeaways
- Harper and Aiden Risk are both AI-native commercial insurance brokers, not carriers, and both place coverage across 100+ carriers in days rather than weeks.
- Both serve main-street SMBs such as restaurants, bars, and contractors, so Aiden Risk matches Harper on industry fit and speed.
- Harper leans on AI to run the brokerage workflow in a model described as almost fully autonomous. Aiden Risk keeps a licensed broker reviewing and signing off on every account.
- Aiden Risk's AI analyzes your business itself: 140+ signals before placement, a coverage gap analysis before binding, and year-round monitoring after.
- For contractors and restaurants, the difference shows up in certificate requirements, contract changes, and exposure drift between renewals.
- Harper fits a business that mainly wants a fast, automated placement. Aiden Risk delivers the same and goes further, with its whole Stack analyzed, reviewed by a licensed broker, and monitored year-round.
FAQs
Is Harper an insurance company or a broker?
Harper is a licensed insurance brokerage, not an insurance company. It places coverage with carrier partners, which issue the policies. Aiden Risk is also a broker rather than a carrier, placing coverage across 100+ carriers. Neither underwrites the risk itself.
Is Harper Insurance legit?
Yes. Harper is a licensed commercial insurance agency backed by Emergence Capital, Y Combinator, and Peak XV, and it reports serving more than 5,000 businesses. As with any broker, check that the carrier issuing your policy has a strong financial strength rating and that the coverage matches your contracts.
What is the main difference between Aiden Risk and Harper?
Both are AI-native brokers serving small and mid-sized businesses, but they use AI differently. Harper leans on AI to run the brokerage workflow so it can place coverage quickly and at volume. Aiden Risk uses AI to analyze your business from 140+ risk signals and to monitor those signals year-round, while a licensed broker reviews and signs off on every account and acts on every change the AI flags.
Does Harper monitor risk between renewals?
Harper's public materials focus on fast placement and renewal, and do not describe continuous risk monitoring between renewals. Aiden Risk's AI watches 140+ signals year-round and flags exposure changes as they happen, so a licensed broker can adjust coverage before a claim surfaces a gap.
Does Harper use licensed brokers or AI?
Harper is a licensed agency, but its model leans heavily on AI, which handles submission routing, underwriter follow-ups, document collection, and pipeline management in what TechCrunch described as an almost fully autonomous agency. Aiden Risk also uses AI, but puts a licensed broker on every account to review the AI's analysis, sign off before binding, and act on the changes it flags.
Which is faster, Harper or Aiden Risk?
Both are fast. Harper says it can often place coverage in 24 to 48 hours. Aiden Risk uses a 5-minute intake and places most straightforward businesses in as little as 48 hours. Complex or specialty placements can take longer with any broker, so speed alone is rarely the deciding factor.
Do Harper and Aiden Risk insure contractors and restaurants?
Yes, both serve contractors, restaurants, bars, and other main-street businesses, so industry fit is not a trade-off. Aiden Risk adds a free COI checker for contractors that need certificates to meet general contractor and landlord requirements, and year-round monitoring that catches changes like a new location, liquor sales, or a new contract between renewals.
Can I switch from Harper to Aiden Risk?
Yes. The simplest time to switch brokers is at renewal. You can also move an existing policy mid-term with a broker of record letter, which lets a new broker service the policy without cancelling it. A licensed Aiden Risk broker can review your current program, run a gap analysis, and tell you whether switching makes sense before you change anything.
To see how Aiden Risk compares for your specific business, get an online commercial insurance quote at aidenrisk.com and have a licensed broker run a gap analysis on your current program.
