How much does WISEnut cost?

Enterprise, sales led, with on premise licensing of the proprietary LLM and agent stack. Public list figures were not retrieved.

What are the best alternatives to WISEnut?

Based on documented capability coverage across the Agentic Index 14 point taxonomy, the closest alternatives to WISEnut among customer support agents are Yellow.ai, Brainfish, Cognigy, QueryPal. Each is graded on the same public evidence, and no vendor pays for placement.

Can WISEnut be self hosted or run in a private VPC?

Full under the Agentic Index verification standard. WISEnut publishes public evidence of self hosted or private VPC deployment, along with data residency options for controlling where agent data is processed and stored. Evidence basis: A proprietary Korean LLM can be fine tuned, quantized into a lightweight form, and deployed on premise in the customer environment (wisenut.com WISE LLM). Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

Can you bring your own model or route between providers with WISEnut?

Full under the Agentic Index verification standard. WISEnut publishes public evidence of bring your own model and bring your own key (BYOK), and of routing tasks between models or providers rather than being locked to one. Evidence basis: A proprietary Korean LLM (WISE LLM / LLOA) that can be fine tuned and quantized gives explicit model control (wisenut.com WISE LLM). Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

Does WISEnut support MCP and tool calling?

Partial under the Agentic Index verification standard. WISEnut publishes some public evidence of tool calling and API or SDK extensibility, but narrower than full Model Context Protocol (MCP) support as defined by the Agentic Index taxonomy. Evidence basis: Webhook extension and LLMOps building tools are available; a documented public SDK is limited (wisenut.com). Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

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WISEnut

Q: Who is WISEnut for?

Large Korean enterprises, Public sector and utilities, Customer service organizations, Teams needing on premise Korean language AI

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Customer support agentpublicVerified 2026-07-09

Entry priceContact only. WISEnut licenses its proprietary LLM and agent stack for on premise enterprise deployment through a sales led motion. Public list figures were not retrieved.Full pricing detail

South Korean AI Agent specialist pairing a proprietary, fine tunable Korean LLM with hybrid RAG, a chatbot, and an LLMOps environment for on premise enterprise agents.

WISEnut is a South Korean AI company (Seongnam, listed on the KOSDAQ exchange since January 2025 and backed by Samsung SDS) with roughly 25 years of natural language processing heritage that now positions itself as an AI Agent specialist. Its stack centers on WISE LLM, also branded LLOA, a proprietary Korean language large language model that can be fine tuned, quantized into a lightweight form, and deployed on premise, paired with what the company calls Korea's best hybrid retrieval augmented generation, combining keyword and semantic vector search. On top of this sit WISE iChat, a hybrid chatbot with multi turn dialogue and machine learning intent detection, and WISE Agent Labs, an LLMOps environment for building and operating enterprise agents. WISEnut has deployed on premise enterprise agents for large Korean organizations, including a Korea Electric Safety Corporation build covering document question answering, drafting, and complaint response with vision language model document preprocessing.

Vendor details

Canonical URL

https://www.wisenut.com

Funding status

Public. Listed on the Korean KOSDAQ exchange since January 2025 and backed by Samsung SDS. Seongnam, South Korea, with roughly 25 years of natural language processing history. Specific figures beyond the public listing were not detailed in retrieved sources.

Company status

public

Use cases & customers

Primary use cases

On premise document question answeringCustomer complaint responseEnterprise chatbot automationBuilding and operating Korean language agents

Target customers

Large Korean enterprisesPublic sector and utilitiesCustomer service organizationsTeams needing on premise Korean language AI

Integrations

On premise enterprise deployment with webhook extension from the chatbot, document and vision language ingestion pipelines, and LLMOps tooling; a broad public connector catalog was not detailed in retrieved sources.

Sources & related URLs

Related / legacy domains

https://en.wisenut.com/

Research sources

https://www.wisenut.com/ https://en.wisenut.com/

Agentic Index coverage score

7.0 / 14 capabilities · 50%

Integrations & Tool CallingThe chatbot supports webhook extension and document and vision ingestion pipelines; a broad public connector catalog is not documented (wisenut.com, en.wisenut.com).	Partial
Workflow OrchestrationAgent workflows are built and operated via WISE Agent Labs; multi step orchestration is described at a high level (wisenut.com WISE Agent Labs).	Partial
Knowledge Grounding & RAGA hybrid keyword and semantic vector retrieval augmented generation, self described as Korea's best RAG, is the core capability (wisenut.com RAG).	Full
Human Oversight & GuardrailsNo human oversight or guardrail framework is documented in retrieved sources (wisenut.com).	Unable to verify
Security, Identity & GovernanceOn premise deployment keeps data in the customer environment; specific certifications were not detailed (wisenut.com).	Partial
Observability & AuditabilityWISE Agent Labs provides operations and LLMOps tooling; dedicated per run observability is not detailed (wisenut.com).	Partial
Memory & State PersistenceMulti turn dialogue state and knowledge stores persist across interactions (wisenut.com WISE iChat).	Partial
Deployment & Data ResidencyA proprietary Korean LLM can be fine tuned, quantized into a lightweight form, and deployed on premise in the customer environment (wisenut.com WISE LLM).	Full
Prebuilt Agents / Templates / PacksPrebuilt chatbot and agent building blocks are provided via WISE iChat and WISE Agent Labs (wisenut.com).	Partial
Triggers & Channel CoverageChat channels and multi turn conversational triggers drive the agents (wisenut.com WISE iChat).	Partial
Model Flexibility & RoutingA proprietary Korean LLM (WISE LLM / LLOA) that can be fine tuned and quantized gives explicit model control (wisenut.com WISE LLM).	Full
APIs / SDKs / MCP ExtensibilityWebhook extension and LLMOps building tools are available; a documented public SDK is limited (wisenut.com).	Partial
Testing, Debugging & OptimizationNo agent testing or evaluation tooling is documented (wisenut.com).	Unable to verify
Browser / Computer-useNo browser or computer use is documented (wisenut.com).	Unable to verify

The Agentic Index coverage score grades every vendor Full, Partial or Unable to verify against the same 14 buyer facing capabilities, from public evidence only. Each capability links to how all vendors in the index score on it. How this evidence is graded

Recent platform changes

2026-08-03·Security / enterpriseVerified

WISEnut's all-in-one AI agent development platform, WISE Agent Labs, acquired the GS (Good Software) Certification Grade 1 from the Korea Testing Laboratory. This certification validates the platform's functionality, reliability, and performance efficiency across all evaluation criteria.

Bears on: Security / enterprise

View source

View all 1 change for WISEnut →Tracked since Aug 2026 · Verified from public vendor sources

Pricing

Contact only. WISEnut licenses its proprietary LLM and agent stack for on premise enterprise deployment through a sales led motion. Public list figures were not retrieved.

Enterprise license for on premise deployment of the LLM and agent stack.

Included quota

Not retrieved; scoped by contract.

Cost watchouts

On premise deployment requires customer infrastructure and integration effort.

Variable cost rationale

On premise deployment of a proprietary model keeps inference in the customer environment, limiting per call pass through cost.

Overage / add-ons

Scoped by contract and deployment size.

Sales call required

Yes, required for paid access

Free / trial

No public free tier or self serve trial documented.

Lowest paid plan

Not retrieved.

Key ambiguities

No public pricing figures were retrieved.

Agentic Index verified 2026-07-09

Official pricing page

Related vendors

Alternatives to WISEnut

The closest documented capability profiles to WISEnut among customer support agents tracked by Agentic Index, ordered by similarity on the same 14 point evidence the rankings use. No vendor pays for placement.

Yellow.ai10.5 / 14Adds documented Human Oversight & Guardrails and Testing, Debugging & Optimization
Brainfish6.0 / 14Adds documented Human Oversight & Guardrails and Testing, Debugging & Optimization
Cognigy11.0 / 14Adds documented Human Oversight & Guardrails and Testing, Debugging & Optimization
QueryPal9.0 / 14Adds documented Human Oversight & Guardrails
Zaapi5.0 / 14Adds documented Human Oversight & Guardrails
Inntelo AI8.5 / 14Adds documented Human Oversight & Guardrails

Similarity is computed from each vendor's Agentic Index coverage score evidence, axis by axis, not from the totals. How this evidence is graded

Compare WISEnut with other vendors →Compare all customer support agents →See where WISEnut ranks →

Data confidence: medium