For AI Companies
Offer insurance with your AI.
Redberry Labs helps AI companies offer insurance for AI agents alongside their product, giving enterprise customers a clear structure for managing risk and enabling higher-autonomy deployments.
Partner with Us
See how Redberry Labs helps AI companies offer insurance alongside their product.
The Autonomy Gap
How Insurance Unlocks Real Autonomy.
Without risk transfer, AI often stops at approval gates. With coverage, companies can move toward autonomous execution.
Human approval required AI stops at decision points because the risk sits entirely with the business.
Human approval required
AI stops at decision points
Autonomous execution enabled Coverage creates the structure to support higher-autonomy workflows.
Autonomous execution enabled
Covered workflows can act with confidence
Where deals stall
Your buyers want AI autonomy. Their legal and procurement teams slow this.
Enterprise buyers see the value of autonomous AI — faster operations, lower costs, around-the-clock execution. But when there's no way to quantify and transfer the liability, deals stall at legal review.
“Who is liable when the AI acts autonomously?”
No contractual framework for allocating liability to autonomous AI agents.
“Standard vendor risk assessments don’t cover AI agents.”
Existing frameworks weren’t built for systems that make decisions independently.
“We can’t quantify the exposure from autonomous operations.”
No actuarial model exists for AI decision-making risk in regulated environments.
“Our E&O policy doesn’t cover AI-driven errors.”
Traditional professional indemnity wasn’t designed for autonomous systems.
The solution
It's not a technology problem — it's a liability problem. We solve it.
Redberry Labs provides the financial backstop that makes AI liability quantifiable, transferable, and insurable. Legal signs off. Deployments scale.
We built the risk infrastructure so your buyers don't have to choose between innovation and compliance.
Why AI companies partner with Redberry.
01
Enable higher-autonomy deployments
The highest-value AI use cases (approving purchases, issuing refunds, managing operations) also carry the most risk. Insurance gives enterprises the confidence to let agents act autonomously.
02
Reduce friction in enterprise sales
When AI touches money or customers, procurement asks “What happens if it goes wrong?” Offering insurance gives them a clear answer and keeps deals moving.
03
Provide protection designed for AI systems
Traditional E&O and cyber policies weren't built for systems that make decisions dynamically. Redberry builds coverage specifically for AI agents, based on how they're actually deployed.
Who we partner with.
We work with companies building AI agents and automation systems used in enterprise operations. Our initial focus is on AI companies selling into regulated or operationally sensitive industries, where trust and risk management are critical for adoption.
The Process
How partnership works.
01
Integrate risk evaluation
We learn how your agents operate: permissions, tools, inputs, and operational context. This lets us evaluate the real exposure each deployment creates.
02
Evaluate risk per agent
Each agent is evaluated based on its configuration and use, then scheduled onto the customer's policy so coverage matches the actual exposure.
03
Offer insurance to enterprise customers
Your enterprise clients become the policyholders. Insurance alongside your AI gives customers a clear risk framework, helping them move from AI assistance to AI action.
Offer insurance alongside your AI.
If you are building AI agents or autonomous systems for enterprise workflows, we would love to work with you. Offer insurance alongside your AI and help customers deploy with confidence.