Why enterprise AI automation stalls

Enterprises run many agentic AI pilots, but few reach production. There are two reasons, and Thunk.AI solves both.

01

AI reliability

LLMs and agents are probabilistic. “Usually right” isn’t good enough for business-critical work, and better models alone don’t fix it. Thunk.AI’s application model and runtime make agentic workflows reliable.

02

Human reliability

Builders are scarce, and designing, testing, deploying and monitoring each automation is slow, manual work. So enterprises rent armies of expensive forward-deployed engineers. Thunk.AI’s Forward Deployed Agent does that work instead.

Meet your "Forward Deployed Agent"

Process owners describe the work. The Forward Deployed Agent, running in Claude or ChatGPT, builds it. The platform runs it reliably. Each request below is weeks of specialist work, done in minutes.

Build

“Here is a SOP document. Create the thunks needed to automate it, then test and validate them.”

Benchmark

“Build a benchmark set of thunks from this SOP. Generate the test data, compare three frontier LLMs, and write a full report.”

Operate

“Every morning, troubleshoot the last five errors on thunk X and tell me what you fixed.”

Evolve

“Here is user feedback on thunk X. Produce a new version that addresses it, and explain what you did for each issue.”

Optimize

“Cut the token cost of thunk X significantly. Show me the result on a copy.”

In production with enterprise customers

In production with enterprise customers

In production with enterprise customers
Driving Business Workflows with AI

Customer: Fortune 500 life-sciences company

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Driving Business Workflows with AI

Customer: Fortune 500 life-sciences company

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Modernizing Customer Support with AI

Customer: Whitepages

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Modernizing Customer Support with AI

Customer: Whitepages

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Accelerating Leukemia Research with AI

Customer: Fred Hutchinson Cancer Center

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Accelerating Leukemia Research with AI

Customer: Fred Hutchinson Cancer Center

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Transforming Wellness with AI

Customer: Wellhub

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Transforming Wellness with AI

Customer: Wellhub

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The platform underneath: no-code, reliable, enterprise-grade

The platform underneath: no-code, reliable, enterprise-grade

New: Thunk.AI named a Sample Vendor in the 2026 Gartner® Hype Cycle™ for Agentic AI — read the recognition →

Compliant

Human-in-the-Loop

Automated

Reliable & Repeatable

Modular

Work done by AI agents complies with schema constraints on the workflow state.

Work done by AI agents complies with organizational policies.

Work done by AI agents can be explicitly checked for consistency

The thunk designer has granular controls for steering the work of AI agents

Work done by AI agents is repeatable and consistent

The thunk designer can specify tests for AI logic that are automatically executed and checked

AI thunks can be versioned to enable deployment stability despite rapid development

Compliant

Human-in-the-Loop

Automated

Reliable & Repeatable

Modular

Work done by AI agents complies with schema constraints on the workflow state.

Work done by AI agents complies with organizational policies.

Work done by AI agents can be explicitly checked for consistency

The thunk designer has granular controls for steering the work of AI agents

Work done by AI agents is repeatable and consistent

The thunk designer can specify tests for AI logic that are automatically executed and checked

AI thunks can be versioned to enable deployment stability despite rapid development

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Talk with our CEO and founders about how AI can transform your business.

Talk with our CEO and founders about how AI can transform your business.