Vector Memory
A persistent second brain. Every conversation, document, and decision is embedded and remembered. Context that compounds instead of resetting every session.
The enterprise brain behind Flotira
The Brain Behind Your AI.
Now Inside Your Walls.
VectorBrain is the self-hosted vector-memory engine that powers Flotira: agent orchestration, persistent memory, and complete data ownership, running entirely in your environment.
Self-hosted or VPC · Your data never leaves your cloud · Model-agnostic
Battle-tested in production as the engine behind
Flotira · six AI agents, one persistent memory, thousands of daily tasksThe problem
Generic AI wasn't built for the enterprise
Chat wrappers demo well and deploy badly. Three failure modes show up in every serious rollout:
01
It forgets
Generic AI starts from zero every session. Your teams re-explain context daily, and institutional knowledge never accumulates anywhere.
02
It leaks
Every prompt sent to a shared SaaS endpoint is data leaving your perimeter. For regulated teams, that is a non-starter, so adoption stalls.
03
It can't be governed
No audit trail, no access control, no answer when compliance asks "what did the AI do, and who approved it?" Shadow AI fills the gap.
The brain
One engine. Six reasons it holds up.
VectorBrain is not a chatbot with a database bolted on. It is a memory-first, governance-first engine designed for how enterprises actually run.
Agent Orchestration
A Director engine that decomposes goals, dispatches specialist agents, and coordinates who does what and when. Outcomes, not chat transcripts.
Self-Hosted & Private
Run in your VPC, your datacenter, or fully air-gapped. Your prompts, embeddings, and data never leave infrastructure you control.
Model-Agnostic
Claude, GPT, Gemini, or your own fine-tuned models. Route per task, switch any time, and never get locked into a single provider.
Enterprise Integrations
Email, calendars, document stores, CRMs, and internal APIs. The brain plugs into the systems your teams already run on.
Governance & Audit
Role-based access, scoped permissions, and a complete audit trail of every agent action. AI your security team can actually sign off on.
Proof, not promises
The brain already runs a product you can try today
Flotira (a fleet of six specialized AI agents with persistent memory, used daily for research, writing, design, code, and automation) runs entirely on VectorBrain. The enterprise edition is that same engine, deployed inside your walls and shaped around how your team works: your tools, your agents, your look.
- Six production agents orchestrated by one Director engine
- Persistent vector memory across every project and session
- Live integrations: email, calendar, documents, CRM, and more
Free to try on flotira.com. No credit card, no sales call. Sign up and look around.
The fleet & its tools
A brain ships with hands
Memory and orchestration are the engine. The Director turns that into action, running a fleet of five specialists across 21 tools. Studio, CRM, Brand Kit, Canvas, and more, all on your self-hosted brain.
Explore the platform Director orchestrates the fleet
Researcher
Content
Developer
Designer
Automation
Researcher
Content
Developer
Designer
Automation
Workspace & Memory
ChatScratchpadMemory
+ 4 more
Studio & Create
Flo StudioDrawBrand Kit
+ 4 more
Business Operations
CRMSchedulerIntegrations
Complete
Utilities
QR GeneratorText CleanerCSV Viewer
+ 1 more
How it works
From your data to governed intelligence
Three moves. No rip-and-replace, no data exodus.
- 01
Connect your data
Documents, email, wikis, CRMs, internal tools. VectorBrain ingests and embeds it into a governed vector memory, inside your environment.
- 02
The brain learns and remembers
Persistent memory builds context that compounds: how your business works, what was decided, who owns what. Nothing resets at midnight.
- 03
Agents execute with full context
The Director orchestrates specialist agents (research, writing, code, automation) that act with your full history behind them, under your policies.
Built for your security review
AI your CISO doesn't have to veto
Deployment in your VPC or fully air-gapped. SSO and role-based access. Complete audit trails. Data residency on your terms. VectorBrain is designed to pass the review most AI tools fail.
Enterprise & Security- Self-hosted / VPC / air-gapped
- SSO & role-based access
- Full audit trail
- Data residency control
- Model routing policies
- Dedicated support & SLAs
FAQ
Quick answers
What is VectorBrain?
VectorBrain is an enterprise, self-hosted AI engine combining persistent vector memory with multi-agent orchestration. It is the same engine that powers Flotira, packaged to run entirely inside your own infrastructure.
How is VectorBrain related to Flotira?
Flotira is the consumer and SMB product built on VectorBrain. VectorBrain is the underlying brain (the memory, orchestration, and integration engine) offered as an enterprise edition for organizations that need self-hosting, governance, and data ownership.
Where does VectorBrain run?
In your environment: your VPC on any major cloud, your own datacenter, or a fully air-gapped network. Your data, prompts, and embeddings never leave infrastructure you control.
Which AI models does VectorBrain work with?
VectorBrain is model-agnostic. It routes work across Claude, GPT, and Gemini, and can target your own hosted or fine-tuned models, switchable per task without re-architecting.
Put the brain to work.
See VectorBrain running on your use case: a focused 30-minute walkthrough with an engineer, not a sales deck.