Enterprise Knowledge + Team Memory
TeemLush
Expert knowledge by subscription, application context captured automatically, and private knowledge and memory built and maintained by your AI agents.
Learn more: TeemLushEnterprise AI transformation
AI completes enterprise work. And builds the systems it needs.
ConstaVitality builds the knowledge, runtime and AI-native applications that enable agents to carry enterprise tasks from business goal to verified result. AI configures, extends and operates the systems.
People define success, grant authority and accept the outcome.
ConstaVitality destination
Read the vision of usMake AI the only enterprise system and its only user.
One task delivery system.
Agents, runtimes, applications and controls work as one system for organizing tasks, executing work and verifying outcomes. Existing enterprise applications can remain in place.
AI executes. People govern.
“Only user” means the operator of the business execution chain. People retain goals, judgment, permissions, approvals, acceptance and accountability. This is the operating model we are building toward.
The generative execution layer
When the work needs a new capability, AI builds it—and continues.
An enterprise task can call for a new integration, a program, an analytical database or a small application. Our products are designed for AI to build and validate what it needs during the work, then use it to carry the task forward within enterprise authorization.
How the generative execution layer worksUnderstand the task
Retrieve business knowledge and system context. Establish the goal, constraints and acceptance criteria.
Build what is needed
Configure, integrate or extend the systems. Build and test the programs and capabilities the task requires.
Execute across systems
Run programs and carry out business operations with scoped access, approvals and application-enforced controls.
Verify the outcome
Check the business result and the corresponding data and state in the relevant systems. Resolve gaps and continue.
Observe → refine → continue within authorized boundaries
See the inventory application built in FleeceTideWhat we build
Three products. One objective: enterprise tasks completed.
Give agents the knowledge to understand the business, a runtime to build and execute, and applications designed for them to operate. Adopt each product independently or combine them around the task.
Centralized Enterprise Harness + Runtime
FleeceTide
A model-independent Harness + Runtime where AI builds and runs programs, data workflows and mini-apps to extend enterprise systems and complete governed work.
Learn more: FleeceTide
AI-Native Enterprise Application + Workbench
SiriusCore
A headless enterprise application built exclusively for AI operations. Agents carry out finance, ERP and cross-system work; people retain control through administration, permissions and audit.
Learn more: SiriusCoreOur design priority
The application makes enterprise work executable.
Application> Runtime> Harness
Our design priority for task completion, not a measured ranking.
The application supplies business meaning, valid operations, persistent state and enforced controls. The runtime lets AI build and run the capabilities a task needs. The harness coordinates the agent, its context, tools and approvals.
SiriusCore gives compatible agents that application environment for supported work. It can be adopted independently; TeemLush adds knowledge and team memory, and FleeceTide adds a centralized Harness + Runtime when needed.
AI-native enterprise software
Built for AI. Built by AI. Co-built with AI.
Built for AI
Agents operate through machine-readable context, CLI, MCP and REST interfaces, and application-enforced business controls. People administer, approve and oversee the work.
Built by AI
Self-describing systems let authorized agents configure, extend and test the capabilities they need. Implementation and validation remain part of the work.
Co-built with AI
Code, tests, documentation and interfaces are designed for people and AI to understand and evolve together. Lessons from execution inform the next improvement.
Choose your starting point
Where will your AI transformation begin?
Enterprise & transformation leaders
Start with one complete task.
Choose a business objective in the systems you already run. Define the result, access and approval requirements; validate the connected workflow, then expand the tasks AI carries through.
Agent builders & AI-native application teams
Build agents that can do enterprise work.
Explore the context, runtime, business operations and controls your agent can use. FleeceTide hosts governed execution and agent-built capabilities; SiriusCore supplies an enterprise application for compatible agents.
About ConstaVitality
Enterprise AI, explained.
What is ConstaVitality?
ConstaVitality is an AI-native enterprise software company building products for enterprise AI transformation. TeemLush supplies Enterprise Knowledge + Team Memory; FleeceTide provides a Centralized Enterprise Harness + Runtime; SiriusCore is an AI-Native Enterprise Application + Workbench. The products enable agents to build and operate systems toward verified business outcomes, with people retaining goals, authority and accountability.
What does enterprise AI transformation mean here?
It means progressively giving AI responsibility for the business execution chain: understanding the objective, building the required capabilities, operating connected systems and verifying the result. People retain goals, judgment, authorization and acceptance. A task is complete when the business outcome is achieved, verified and reflected in the relevant systems’ data and state.
Explore enterprise AI solutionsWhat is a generative execution layer?
In ConstaVitality’s architecture, it is the governed runtime capability that lets agents assemble and run programs, data workflows and mini-apps for the task at hand. FleeceTide supplies the Harness + Runtime, bringing that work within enterprise identities, permissions, isolation, logs and approvals.
Read Article 002’s explanationWhat makes an enterprise application AI-native?
An AI-native enterprise application is designed for agents to understand, operate and extend it: self-describing business context, machine interfaces, valid operations, persistent state and application-enforced controls. SiriusCore’s headless business operations are exclusively for AI agents. Its native human interface is an administration console; human operational interfaces are optional agent-built extensions.
Explore SiriusCoreCan adoption begin with existing enterprise systems?
Yes. Start with a scoped task in existing applications, using available APIs, data interfaces and integrations. TeemLush supplies knowledge and context; FleeceTide supports execution and builds missing capabilities. An embedded vendor assistant is not a prerequisite. Integration, configuration and validation depend on the task and deployment.
How gradual adoption worksHow can AI build systems while people retain authority?
People define goals, permissions, control requirements and acceptance criteria. Authorized agents configure, extend, test and operate within those boundaries. A task’s demands never authorize AI to expand its own permissions or remove controls. People retain judgment, approvals, acceptance and ultimate accountability for irreversible actions.
People’s role in the enterprise AI systemDo we need all three products or a particular model?
Each product can be adopted independently or in a partial combination. A compatible agent can perform supported SiriusCore work without an external knowledge product or a tailor-made harness. ConstaVitality supports multiple model providers; models and integrations must meet the task’s requirements. We do not train foundation models, resell model services or repackage token use as credits.
Compare the productsWho handles implementation and customer delivery?
ConstaVitality provides products and product enablement. FDE and solution-provider partners support customer implementation and delivery. The products are designed for AI-led implementation: agents configure, integrate, extend and validate the components they need, with people supplying business context, access, guidance and approval.
Product enablement and implementationBring us your hardest task.
Tell us the business outcome, the systems involved and what your agents are struggling with. We can discuss product fit, access requirements and how you would validate success.
ConstaVitality provides products and enablement. Customer implementation and delivery are supported by FDE and solution-provider partners.