A general-purpose AI for writing, coding, research, and analysis.
Trustworthy AI analytics built directly for your enterprise data.
Comparing WisdomAI vs. Claude on accuracy, costs, and speed
Results from WisdomAI’s July 2026 benchmark study*
95%+ vs. 73%
Accuracy
WisdomAI grounds every answer in your enterprise context: the definitions and rules that explain how your business actually works. It checks that context and keeps improving it, so answers stay consistent and reliable.
3.4x cheaper
Cost per question
WisdomAI cost $0.13 per question vs. $0.44 for Claude Code, each at its best-tested setup.
3.7x faster
Time to a usable answer
WisdomAI produced a usable answer in 19 seconds vs. 70 seconds for Claude Code.
Answers you can trust
WisdomAI grounds every answer in your enterprise context: the definitions and rules that explain how your business actually works. It checks that context and keeps improving it, so answers stay consistent and reliable.
Your rules and permissions, built in
Claude lets you control who uses the model and which tools it can reach. WisdomAI also controls what your data means, so every user, agent, and app works from the same definitions and permissions.
Faster, cheaper queries
General-purpose agents tend to start from scratch every question. WisdomAI remembers what it’s learned and plans each query to skip unnecessary steps, which saves time and tokens.
Built for trusted AI analytics
General-purpose AI for writing, coding, research, and analysis
Analytics engine designed for enterprise data
Can reason over data using connectors, MCP, and code
Persistent enterprise context layer
Context supplied through prompts, files, projects, and memory
Build, review, version, and continuously improve business context
Admin controls exist; no built-in way to manage business context
Accuracy evaluation
Built-in evaluation, verification, and repair
Must be built for each workflow
Feedback becomes reusable enterprise context
Memory is available; a learning loop must be built
Same definitions for every user and app
Varies with prompts, sessions, and setup
Inspect queries, context, and model calls
Audit logs are available; deeper explainability depends on your build
Enterprise permissions and policy enforcement
SSO, SCIM, RBAC, audit logs, and connector/MCP permissions
95%+ after learning and optimization
73% with documentation (Claude Code)
19 seconds
70 seconds (Claude Code)
$0.13/question
$0.44/question (Claude Code)
94k/question
212k/question (Claude Code)
Bring your preferred LLM
Claude models only
Chat, Live Apps, Agents, Embedded, and MCP/API
Claude apps, Claude Code, Cowork, and API
Power Claude through MCP or API
Connect to WisdomAI through MCP
General-purpose AI can reason. But can you trust it with your business?
Our new report breaks down the full July 2026 benchmark: 30 real analytics questions, a live compliance data warehouse, and three stages of context. It also examines the criteria to look for in an AI analytics vendor before you put AI to work on your enterprise data.
Already standardized on Claude? Keep it.
Your teams can keep working in Claude. WisdomAI runs underneath through MCP, so every answer is grounded in your enterprise context.
Claude is extremely capable. Why do I need WisdomAI?
Because a better model doesn’t fix a missing context problem. Claude can reason through almost anything, but it doesn’t know how your business defines its numbers. WisdomAI adds that enterprise context, checks every answer against it, and gets better with each correction.
Can’t we give Claude our documentation and semantic layer?
Yes, and it helps a lot. In our benchmark, Claude Code reached 73% accuracy with documentation, and WisdomAI reached 77% with that same documentation. The difference is what happens next: Claude Code has no built-in way to learn from the workload, so its accuracy stops there. WisdomAI kept learning and reached 93%.
Does Claude have enterprise governance?
Yes. Anthropic offers SSO, SCIM, RBAC, audit logging, data settings, and connector permissions. Those controls govern who can use Claude and what it can connect to. WisdomAI governs something different: the business context and intelligence behind each answer, and who can see what data.
Can I use Claude with WisdomAI?
Yes. Your teams can keep asking questions in Claude while WisdomAI runs underneath through MCP or APIs, making sure every answer is rooted in your enterprise context.
Can we build this ourselves with Claude?
Some companies with deep resources and expertise can. For most teams, building means owning the context layer, checking answers, and controlling the learning loop — then maintaining all of it as your business changes. WisdomAI gives you that architecture out of the box.
