Asteroid
PaidDeploy browser AI agents to run portal workflows in-house — no RPA, no BPOs, no outsourcing.
By Tanmay Verma, Founder · Last verified 06 Jul 2026
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Added 6d ago
77/100Safe BetIn short
Asteroid — Deploy browser AI agents to run portal workflows in-house — no RPA, no BPOs, no outsourcing. Best for Healthcare ops teams automating prior auth and EHR data entry, Insurance teams quoting across multiple carrier portals, Voice AI teams needing post-call data entry into legacy systems. Plans from $30/mo.
Is Asteroid actually worth it?
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Editorial Verdict
Best for
Healthcare ops teams automating prior auth and EHR data entryInsurance teams quoting across multiple carrier portalsVoice AI teams needing post-call data entry into legacy systemsEnterprises replacing offshore data entry teamsAny team needing to automate complex browser workflows without APIs
Not ideal for
Simple single-page automations (overkill; cheaper tools exist)Teams needing heavy custom scripting beyond natural languageNon-regulated industries with low complexity workflowsUsers wanting a free tier (Individual is now $30/mo)
Asteroid 2.0 is a leap forward for enterprise portal automation, delivering reliable, supervised agents that can replace outsourced teams. Best for HIPAA-regulated workflows and multi-portal quoting, though credit-based pricing can get expensive at scale. Individual plan at $30/mo offers a low-risk entry.
Skip Asteroid if Skip Asteroid if you only need to automate a simple single-page form or if your team is unwilling to manage credit-based usage costs.
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Last verified: July 2026
What's new in Asteroid
Checked 3 days agoAcross the latest 5 updates: 1 feature update, 1 launch and 3 news mentions.
NewsBlog·May 10Newest
What are browser agents? The definitive 2026 builder's guide
Explains how browser agents work, how they beat RPA, and how to ship one to production.
NewsBlog·May 8
Healthcare workflow automation: a builder's atlas
Maps healthcare workflow automation categories and where browser agents move the economics.
NewsBlog·Apr 28
The process of building 5000 browser agents
Lessons from building over 5,000 production agents replacing offshore teams.
LaunchBlog·Apr 15
Asteroid 2.0: From a browser tool to a browser employee
Gen 2 agents get their own computer, write code, self-heal, and learn over time.
FeatureBlog·Mar 11
Desktop automation with AI computer use agents
Computer use agents automate legacy Windows and back-office software using screenshot-think-act method.
What independent users actually report about Asteroid
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
46 mentions across 3 sources (Hacker News, App Store, Lemmy).
3% positive97% critical
Recurring strengths
- +Natural language agent creation could lower technical barriers.
- +Live view and intervention features offer valuable human supervision.
- +Hybrid DOM-plus-vision approach may improve reliability.
- +HIPAA compliance and SOC 2 certification are enterprise-friendly.
- +Runs under user's own credentials, reducing security risks.
Recurring frustrations
- −No community feedback to validate any of the claimed benefits.
- −App Store reviews are for a different product, causing confusion.
- −Lack of independent reviews raises doubts about actual reliability.
- −Pricing details are vague; real cost for production use unclear.
- −Only two App Store reviews, both negative, for a mobile game.
Patterns worth knowing
Brand confusion: App Store lists an unrelated game, not the AI agent platform.
Seen on App Store
No real-world user feedback for the enterprise tool anywhere.
Seen on Hacker News, Lemmy
Learning curve
beginnerProductive in ~A few hours
Hidden costs people mention
- • Credit-based system: runtime, LLM, and proxy charges can add up quickly
- • Overages for exceeding credit limits may surprise users
Viability Score
77/100
Safe BetHow likely is Asteroid to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.
momentum
55
funding runway
80
website health
90
wrapper dependency
100
Last calculated: July 2026
How we score →Key Features
- AI agent builder from natural language or SOPs
- Live View: watch, intervene, and guide agents in real time
- Run agents on Browser, Linux, or Windows environments
- Gen 2 agents: write code, self-heal, and learn over time
- Hybrid DOM-plus-vision approach for reliability
- HIPAA compliance (BAA on Startup+)
- SOC 2 Type II certified
- Credit-based usage covering runtime, LLM, and proxies
- Agent catalog with pre-built agents
- Integration via API, Slack, Email, Google Sheets
- Multiple concurrent environments (5-100+)
- Frontier models including computer-use agents (CUA)
- Visual graph editor for workflow creation
- Portal search for thousands of web portals
- Pay-as-you-go credits portable across runtime, LLM, proxies
About Asteroid
PaidIntermediateAPI availableWeb
Asteroid provides a full-stack AI workforce for browser operations, enabling teams to build, deploy, and supervise AI agents that interact with web portals just like a human would. Designed for operations teams in healthcare, insurance, and voice AI, it automates complex browser tasks without brittle scripts or outsourced teams. Users create agents via natural language, SOP uploads, or a visual graph editor. Agents run in browser, Linux, or Windows environments and can be supervised live with intervention capabilities. Asteroid integrates with Slack, email, Google Sheets, and APIs to connect existing stacks. Its hybrid DOM-plus-vision approach ensures reliability in production, and it has achieved HIPAA compliance and SOC 2 Type II certification. The platform replaces offshore teams with an AI workforce under the user's own credentials, providing full visibility and control. What makes Asteroid different is its focus on portal operations where no APIs exist, and its new Gen 2 agents that self-heal and improve over time — cutting one workflow from six minutes to 67 seconds.
Behind the Verdict
Asteroid stands out in the crowded AI agent space by focusing on a painful, specific problem: automating browser-based workflows on portals that lack APIs. Its Gen 2 agents, announced in April 2026, bring self-healing and code-writing capabilities that dramatically reduce workflow times. The platform is particularly strong for healthcare prior authorization, insurance quoting, and post-call data entry for voice AI systems. HIPAA compliance and SOC 2 Type II certification make it enterprise-ready. However, credit-based pricing means costs can escalate with heavy usage, and Windows environments are locked to Scale and Enterprise tiers. Competitors like UiPath or Automation Anywhere offer more mature RPA but lack the browser-native AI approach. For teams currently outsourcing data entry or struggling with brittle scripts, Asteroid offers a compelling, controllable alternative.
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Real-world workflow fit
Concrete scenarios for the personas Asteroid actually fits — and what changes day-one when you adopt it.
Healthcare operations manager
Automating prior authorization across multiple payer portals
Outcome: Agent navigates portals, submits requests, uploads docs, and tracks status — reducing manual effort by hours per day.
Insurance quoting specialist
Quoting commercial insurance across 50+ carrier portals
Outcome: Agents run in parallel, extract quotes, and populate a Google Sheet — cutting quoting time from hours to minutes.
Voice AI team lead
Post-call data entry into legacy CRM without API
Outcome: After a call, agent logs into CRM, enters call notes and outcomes — closing the loop without human data entry.
Use Cases
- Automate prior authorization workflows across healthcare portals
- Quote insurance across 50+ carrier platforms in minutes
- Perform data entry into legacy EHR systems without APIs
- Bridge voice AI outputs to CRM and ERP systems
- Replace offshore data entry teams with controllable AI agents
- Automate eligibility verification and patient data entry
- Invoice retrieval from supplier portals
- Large-scale grant applications
Models Under the Hood
computer-use agents (CUA)frontier models including GPT-5.5Claude Opus 4.7Gemini 2.5 Pro
as of 2026-07-06
Limitations
- Pricing is credit-based; heavy usage may escalate costs.
- Individual plan limits to 5 concurrent environments, and Windows environments only available in Scale and Enterprise.
- Agent performance can degrade if the target portal UI changes significantly before the agent self-heals.
as of 2026-07-06
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Annual total
$360
Over 12 months
Effective monthly
$30
Billed monthly
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published Asteroid tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Individual
$30/mo
Ideal for
Solo practitioners or small teams prototyping portal automation with no monthly commitment and up to 5 concurrent environments.
What this tier adds
Starting tier with pay-as-you-go credits, no monthly commit, and 5 concurrent browser or Linux environments.
Startup
$300/mo
Ideal for
Growing teams automating workflows as part of their product, needing 25 concurrent environments and HIPAA compliance.
What this tier adds
Adds 25 concurrent environments, BAA for HIPAA, priority Slack support, and 10% bonus credits on $300/mo commit.
Scale
$1,000/mo
Ideal for
Enterprises deploying advanced agents at scale with up to 100 concurrent environments, Windows support, and agent onboarding.
What this tier adds
Adds Windows environments, agent catalog access, FDE agent onboarding, and 15% bonus credits on $1,000/mo commit.
Enterprise
Custom
Ideal for
Large organizations needing custom credit commit, dedicated AI engineer, SLAs, and custom integrations.
What this tier adds
Custom pricing with dedicated engineer, multiple teams, SLAs, and custom rate card.
Integrations
Where the pricing makes sense
The company stage and team size where Asteroid's pricing actually pencils out — and where peers do it cheaper.
Asteroid's pricing fits teams with at least a few hundred dollars of monthly automation budget. For smaller operations, the Individual $30/mo pay-as-you-go entry is lean. At scale, Enterprise custom rate cards may be cheaper than per-seat RPA alternatives like UiPath.
Setup time & first value
How long it actually takes to get something useful out of Asteroid — broken out by persona, not the marketing-page minute.
Individual plan: create an agent from a natural language prompt or SOP in minutes. Teams with a specific portal workflow can have a working agent within a day. Enterprise onboarding with FDE agent onboarding (Scale and above) typically takes days to weeks.
Switching to or from Asteroid
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
Migrating in
- →From offshore data entry teams: Replace outsourced staff with Asteroid agents that run under your credentials, providing full visibility and control.
Migrating out
- ↗To another AI agent platform: Export your agent definitions via API or MCP; credits are non-refundable.
Resources & Guides
Frequently Asked Questions
Tools that pair well with Asteroid
Common stack mates teams adopt alongside Asteroid, with the specific reason each pairing earns its keep.
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