Choose C3 AI for a pre-built application on its list, or the FedRAMP Moderate, IL5 and IL6 authorizations it states.Choose Bynn for a system built around your own process, with models and inference from the same team.
Bynn is not affiliated with C3 AI.
How this comparison was madeC3 AI sells an enterprise AI platform that models a company as an ontology graph, more than twenty pre-built AI applications, C3 Generative AI agents and C3 Code, which builds applications from natural-language descriptions. Bynn is a frontier AI research lab that builds the models, decision engines and autonomous workflows a specific problem needs, and integrates and runs them. This page sets the two side by side on offer shape, delivery, deployment, models, certifications and price.
C3 AI offers pre-built AI applications alongside its platform for building custom ones; its applications page lists 23. Bynn develops the model, decision engine or workflow your problem needs around your data, and adapts one of its existing models when it fits.213
Per its 10-K, C3 AI generally engages customers through a paid initial production deployment of generally up to six months, with C3 AI staff embedded in the customer's team. Bynn starts by learning how the work is done today, then agrees the problem, how success is evaluated and where people review the system's work.5613
C3 AI bills consumption in vCPU and vGPU hours inside its software; inference or GPU infrastructure sold as a standalone product is not stated in the public materials we reviewed. Bynn provides model serving, inference and GPU resources as part of the stack an engagement needs.613
C3 AI states that C3 Generative AI customers can switch among OpenAI, Google and other models. Bynn develops its own models, including DecisionNode, its decision model and inference service.613
| C3 AI | Bynn | |
|---|---|---|
| What it is | C3 AI describes its software as an agentic operating system for enterprise AI. The C3 Agentic AI Platform models a company's entities, processes and relationships as an ontology graph, with pre-built applications alongside; C3 Code, generally available since April 2026, builds applications from natural-language descriptions.127 | Enterprise AI from a lab that builds its own models: specialist models, decision engines that return typed decisions with a confidence, autonomous workflows, and the model serving, inference and GPU resources they run on. One team takes an engagement from AI consulting and strategy through custom development, integration and operation.13 |
| Workflow automation | C3 AI Agentic Process Automation builds business process workflows from a plain-language description, and C3 AI states every action, tool call and step is auditable. C3 Generative AI uses agents to retrieve and analyse data and run workflows.348 | Autonomous workflows interpret what arrives, choose the next step with DecisionNode or a model built for the task, and act across systems, with optional human review when an agent is unsure.13 |
| Human review | C3 AI agents and workflows can run with a human in the loop or fully automated, per its platform page.2 | Confidence thresholds at which a system acts alone, and the cases that always go to a person, are agreed with you during definition and evaluation.13 |
| How it is delivered | A paid initial production deployment of generally up to six months, per the 10-K, which includes C3 AI staff embedded in the customer's team. Strategy consulting sold separately from the software is not stated in the public materials we reviewed.56 | Engagements pass through discover, define, build, integrate and operate, run by the same team. Not every engagement needs a new model: when an existing one fits, Bynn adapts it.13 |
| Deployment | Initial deployments are hosted by C3 AI by default, with hybrid or customer-hosted options. The 10-K states applications can operate on AWS, Microsoft Azure or Google Cloud, on-premises or in a hybrid cloud, and lists all core C3 Generative AI features as available in air-gapped environments.56 | Deployment environments are agreed for each engagement, around your requirements for data location, security and scale. Under Bynn's Data Processing Addendum, customer personal data is encrypted in transit over public networks and at rest, kept for the period you set or the order form provides, then deleted.1315 |
| Models and integration | Customers can switch among OpenAI, Google and other models, per the 10-K. C3 Generative AI can query sources including Snowflake, Oracle and Databricks; the agent framework lists MCP and A2A; integrations with Microsoft Copilot, Fabric and Azure AI Foundry were announced in November 2025.2611 | Connects to the systems your teams already use through APIs and existing workflows. DecisionNode serves typed decisions with a confidence value over an inference API.13 |
| Certifications stated | The 10-K states ISO 27001, ISO 27017, SOC 1 Type II and SOC 2 Type II, and lists HIPAA, NIST 800-171 and FedRAMP. C3 AI announced FedRAMP Moderate authorization in December 2025, adding to IL5 and IL6. A public trust center was not found.69 | ISO/IEC 27001:2022 certified by an accredited certification body, and a SOC 2 report from an independent auditor, monitored continuously, per Bynn's Trust Center and Data Processing Addendum. Controls are mapped to ISO/IEC 42001:2023: compliant, not certified.1415 |
| Pricing | No price list found on c3.ai as of October 2026; product pages lead to a demo request. Per the 10-K, after the initial deployment customers pay a monthly fee and consumption charges using vCPU and vGPU hours, or enter a time-certain multi-period commitment, plus any hosting fees C3 AI incurs. No rates are published.26 | No published price list. Scope, timelines, service levels and commercial terms are agreed for each engagement; Bynn does not publish generic delivery promises.13 |
| Scale stated | Total revenue of $250.3 million for the fiscal year ended 30 April 2026, and 764 full-time employees at that date. A total customer count is not stated in the public materials we reviewed.612 | Five products in the portfolio (ZOREAL, Agemin, Detector24, DecisionNode, Zora). Customer counts are not published on bynn.com.13 |
Both build AI around the customer's own data and connect it to the systems where work happens, rather than offering a model in isolation. C3 AI does it on a licensed platform that models the business as an ontology graph; Bynn does it by building the system a specific problem needs and integrating it with what you already run.
Both describe agents that act across several steps with a person able to review. C3 AI states its agents and workflows can run with a human in the loop or fully automated; Bynn's workflows run autonomously by default, with optional human review when an agent is unsure, at thresholds agreed with you.
Neither publishes rates. C3 AI's filing describes the shape of its pricing without amounts; Bynn agrees terms for each engagement.
Both have real strengths. These are the situations each one's public materials point to.
Five more enterprise AI vendors compared on this site, each on its own page with its own sources.
Alongside Bynn, this site compares C3 AI's enterprise AI peers Palantir, Scale AI, DataRobot, Dataiku and IBM watsonx, each on its own page with its own sources. Which fits depends on whether you want a licensed platform with pre-built applications, a data science platform, or a system built for one problem.
C3 AI publishes no price list as of October 2026. Its 10-K describes a paid initial production deployment of generally up to six months, after which customers pay a monthly fee and consumption charges in vCPU and vGPU hours, or enter a time-certain multi-period commitment, plus hosting fees when C3 AI hosts. Bynn also publishes no price list; terms are agreed for each engagement.
C3 AI states its initial deployments are hosted by C3 AI by default, with hybrid or customer-hosted options, and its 10-K lists all core C3 Generative AI features as available in air-gapped environments. Bynn agrees deployment environments for each engagement around your requirements for data location, security and scale.
Strategy consulting sold separately from the software is not stated in the public materials we reviewed; C3 AI describes its services inside the initial production deployment, with its staff embedded in the customer's team. At Bynn, AI strategy consulting is a common starting point and leads into development, integration and operation by the same team.
C3 AI's 10-K states ISO 27001, ISO 27017, SOC 1 Type II and SOC 2 Type II, and lists HIPAA, NIST 800-171 and FedRAMP; it announced FedRAMP Moderate authorization in December 2025, adding to IL5 and IL6. Bynn's Trust Center states ISO/IEC 27001:2022 certification and a SOC 2 report, monitored continuously.
Compared: the C3 Agentic AI Platform, C3 AI Applications and C3 Generative AI against Bynn enterprise AI. C3 AI's financial results are context, not a comparison.
Products, prices and terms change. Statements about a vendor reflect its public materials on the review date; a feature missing from those materials may still be available.
Bynn Intelligence, the company behind Bynn, is not affiliated with, endorsed by or sponsored by C3.ai, Inc. Product and company names are trademarks of their owners and are used here only to identify the products compared.
This page is general information for buyers comparing options. It is not legal, compliance or procurement advice.
Tell us what you need to solve. We will say plainly where Bynn enterprise AI fits, and where it does not.