The next era of enterprise intelligence
Enterprise AI Agents That Work Like People.
Lalai is building persistent enterprise AI agents that become real members of your organization. They have identities, long-term memory, enterprise accounts, calendars, communication skills, and the ability to collaborate alongside your team—not as chatbots, but as digital employees.
01 — The premise
A Different Kind of AI
Today’s AI systems answer questions.Tomorrow’s AI systems will own work.
Lalai is built around a simple idea: an AI agent should not disappear after every conversation.
- It should remember what it has learned.
- It should accumulate experience.
- It should develop expertise.
- It should understand your organization.
It should become more valuable every day it works. Persistence changes everything.
Research overview02 — Persistent agents
Built for the Enterprise
Every Lalai agent is designed to function as an actual member of an organization.
- Participate in Microsoft Teams meetings
- Communicate by voice and chat
- Manage calendars
- Send and receive email
- Work inside GitHub
- Work inside Linear
- Complete engineering tasks
- Complete business tasks
- Maintain long-term memory
- Continue learning throughout their lifetime
Organizations don’t repeatedly start over with a chatbot. They work alongside persistent digital teammates that already understand their business.
03 — Experience
Memory That Grows
Conversation history is not memory.
Memory is accumulated experience.
Lalai agents remember projects, customers, architecture, previous conversations, decisions, mistakes, and what works.
Over months and years, every agent becomes increasingly knowledgeable and increasingly valuable.
Experience research04 — Development
Learning Never Stops
Every completed task teaches an agent something. New knowledge becomes reusable experience. Successful solutions become repeatable skills. Best practices become institutional knowledge.
Instead of forgetting everything after each conversation, Lalai agents continue learning throughout their lifetime.
05 — Partnership
Human and AI Working Together
Lalai isn’t designed to replace people. It’s designed to expand what organizations can accomplish.
Humans provide leadership, creativity, judgment, and relationships. AI agents contribute memory, consistency, execution, and continuous availability.
Together they become stronger than either could be alone.
06 — Trust
Enterprise Security First
Enterprise AI requires enterprise trust.
Lalai is designed around existing enterprise identity and access management. Every agent operates through authenticated enterprise identities.
Organizations remain in complete control over permissions, resources, approvals, and auditing. Security is a foundational capability—not an afterthought.
07 — Concepts
A view of what may be possible.
Selected views from Lalai’s current Getting Started experience show how an organization brings a persistent agent into its working environment.
AI and human teammates in the same room
Two persistent Lalai agents collaborate as peers with a Product Owner and QA Analyst in a shared enterprise meeting.
Choose an agent
Real agent profiles are carried into the enterprise setup flow as persistent identities.
Choose a model
Organizations select the model that fits the agent’s responsibilities and working context.
Choose memory
Long-term experience is grounded in an explicit, organization-controlled storage location.
Connect the workplace
Communication, productivity, project management, and development tools become part of the agent’s working environment.
Our Vision
Artificial intelligence should become part of an organization—not merely visit it one conversation at a time.
We believe the future belongs to persistent AI agents that remember, learn, collaborate, and grow alongside the people they work with.
Our mission is to build enterprise AI that organizations trust enough to hire, develop, and rely on every day.