BVector by BangDBBVector

The Persistent Runtime For
retrieval, memory, and agent
execution

Vector platform unifies native vector search, graph memory, hybrid retrieval, workflows, and deployment control in one system — built for teams running production AI.

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BVector

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Most AI systems are assembled from disconnected tools.

A vector database for retrieval. A graph for relationships. A workflow engine. A separate layer for memory. The result is predictable — more glue code, more latency, less coherence.

The hidden cost of integration.
Integration

The hidden cost of integration.

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Integration

Every additional system adds setup, synchronization, and operational overhead. Teams end up maintaining glue code instead of building intelligence.

Context fades too fast.
Memory

Context fades too fast.

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Memory

Most agents retrieve context for the moment, then lose structure, plans, and continuity. Long-term reasoning becomes impossible.

Latency kills coherence.
Performance

Latency kills coherence.

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Performance

Knowledge moves across service boundaries, slowing responses and creating fragmented state. Every hop adds delay and drift.

We collapsed the stack into one persistent runtime.

Instead of bolting AI onto databases and orchestration layers, BVector makes retrieval, memory, graph structure, and execution native to the same system.

Vector
Graph
Search
Workflow
Memory
Govern
Deploy
Traditional AI Stack
Vector indexExternal vector store
Graph layerExternal graph database
RetrievalSearch APIs + sync jobs
OrchestrationSeparate workflow engine
MemorySeparate memory layer
GovernanceCustom glue code
DeploymentCloud-locked
BVector by BangDB
BVector
Vector indexNative vector index
Graph layerNative graph memory
RetrievalHybrid retrieval
OrchestrationBuilt-in workflow execution
MemoryPersistent runtime state
GovernanceAudit & access control
DeploymentFlexible deployment

Less glue code. Lower latency. Full control.

Everything agents need, in one runtime.

BVector gives you the primitives required to build production AI systems without composing them from disconnected infrastructure.

rag

Native RAG

Ingest, index, retrieve, and serve grounded responses from a single system designed for production use.

live terminal
hybrid

Hybrid retrieval

Combine semantic, keyword, and structured retrieval without routing requests across separate services.

live terminal
graph

Graph memory

Store entities, relationships, plans, and context as first-class knowledge inside the runtime.

live terminal
state

Persistent state

Retain memory and execution context across sessions, workflows, and time.

live terminal
workflow

Workflow execution

Run planners, validators, and executors in the same runtime that stores and retrieves the knowledge they use.

live terminal
audit

Audit and governance

Inspect retrieval paths, runtime decisions, and actions with access control built in from day one.

live terminal

From knowledge to action in one loop.

BVector is designed for AI systems that need to retrieve, reason, execute, and remember — not just answer once and forget.

STEP 01

Ingest()

Upload documents, stream events, connect data sources, and organize knowledge for runtime use.

STEP 02

Index()

Store information natively across vector, graph, and searchable forms inside the same substrate.

STEP 03

Retrieve()

Use hybrid retrieval to fetch the right context with speed, precision, and structure.

STEP 04

Reason()

Plan against current context, persistent memory, and graph relationships.

STEP 05

Execute()

Run validators, workflows, and actions from within the runtime.

STEP 06

Remember()

Persist outcomes, state, and evolving knowledge for future tasks and decisions.

Not a chain of disconnected calls. A continuous runtime for intelligent systems.

Hundreds of templates by the world's top designers

Choose from templates from word-class storytellers at Apple, McKinsey, BCG, IDEO, and beyond. Or upload your own to generate tailored proposals, updates and reports.

Quarterly Business Review
Enterprise AI Scaling
Operating Reviews
Data Analytics Dashboard
Strategic Planning

Quarterly Business Review

Proposals, pitch decks, and pipeline updates.

Control the runtime,
not just the chat window.

A serious AI system needs more than a prompt box. BVector includes the interfaces teams need to ingest knowledge, inspect behavior, govern access, and deploy useful experiences.

bvector · _

Upload, organize, and manage the data your agents depend on.

runtime trace
POST/runtime/ingest200docs=1,248
vectorize·donems=82
graph.attach·entities=318edges=612
state.persist·oksession=run_9x

Designed as a system, not assembled as a stack.

When retrieval, memory, graph structure, and workflow execution live in separate systems, coherence and responsiveness suffer. BVector treats intelligent behavior as a property of the runtime itself — making AI systems simpler to operate, easier to inspect, and better suited for real workloads.

Co-located intelligence

Retrieval, memory, and execution live where the knowledge already resides.

Persistent semantic structure

Entities, relationships, plans, and runtime state remain queryable over time.

Operational simplicity

Fewer moving parts means fewer sync paths, fewer failure modes, and less glue code to maintain.

Deployment ownership

Run the system on-prem, in private cloud, or in managed environments according to your requirements.

Deploy with the control enterprise AI actually requires.

AI infrastructure should adapt to your constraints — not the other way around. BVector supports deployment models for teams that care about security, control, and ownership.

1

On-prem

Run entirely inside your infrastructure boundary for maximum control and data ownership.

2

Private cloud

Deploy in controlled cloud environments without relying on a cloud-only AI stack.

3

Managed deployment

Adopt faster with a simpler operating model while preserving a production-grade architecture.

Trust · runtime guarantees
Role-based access control
Workspace isolation
Auditable runtime activity

Available now. Expanding toward a full agent runtime.

We are launching in deliberate phases so each layer of the platform can stand on its own and mature in production.

01
Available now
Phase 1

Foundation

RAG pipeline, native vector index, hybrid retrieval, MCP integration, ingestion UI, audit, access control, chat interface, and on-prem or cloud deployment.

02
02
Runtime
03
03
Intelligence Layer

Each phase adds capability. The architecture remains one system.

Enterprise-Grade Security & Compliance

Our AI platform combines intelligent search, vector indexing, and enterprise-grade security to deliver reliable, scalable, and compliant AI experiences.

Certified
SOC2

SOC 2 Type II

Independent verification of our security controls for data protection, infrastructure reliability, and secure AI workflow operations.

Certified
ISO

ISO 27001

Internationally recognized information security framework ensuring structured risk management, access control, and operational security practices.

Certified
CASA

Google CASA Tier 2

Validated secure handling of Google user data for AI-powered indexing, vector search, and retrieval-augmented generation workflows.

Supported
OAuth

OAuth 2.0

Delegate access across services with fine-grained scopes. Supports PKCE flow, refresh token rotation, and per-resource permission models.

Supported
MFA

Multi-Factor Authentication

Enforce MFA across all user accounts with support for authenticator apps, hardware security keys, and SMS fallback for compliance-driven environments.

Authenticator
Hardware Key
SMS Backup

Full operational visibility.

From audit trails to usage attribution — every tool your platform team needs to operate, observe, and optimize.

Built for

Audit Logs

Every action, timestamped and tamper-evident.

A complete, immutable record of every API call, configuration change, and data access event across your organization. Filter by actor, resource, time range, or outcome — and export directly to your SIEM for compliance audits.

  • Immutable log stream with cryptographic integrity checks
  • Filter by user, resource type, IP address, and outcome
  • Configurable retention periods per compliance tier
  • Native integrations: Splunk, Datadog, and Elastic
Audit Logs screenshot

Transparent pricing that scales

Choose the perfect plan for your needs. Always flexible to grow with you.

MonthlyAnnualSave 20%

Basic

Perfect for getting started

$20/month

billed annually ($240/yr)

What's included

  • No credit card required
  • Unlimited documents & widgets
  • 100 tokens
  • Rewrite content
  • Basic preset themes
  • Publish to web
  • Export to PDF + socials
  • 1 guest editor
Most Popular

Pro

For growing teams

$20/month

billed annually ($240/yr)

Everything in Basic, plus

  • 250 tokens per user / month
  • Each AI-powered
  • Import from URL, PDF or PPT
  • Custom themes
  • Remove Chronicle branding
  • Shared workspace
  • Consolidated billing & admin controls

Enterprise

Unlimited everything

Custom pricing

Everything in Pro, plus

  • 1000 tokens per user
  • Unlimited guest editors
  • Priority support
  • Unlimited AI-powered features
  • Unlimited themes
  • Unlimited socials
  • Unlimited export formats
  • Unlimited users

Want the architecture first? Start there.

If you're evaluating systems for production AI, begin with the runtime model, deployment approach, and core primitives — then see how the product fits your stack.

Quick install

npm install @bangdb/web-sdk
Shadow DOM isolationTypeScript supportTheme customizationPDF exportMath & LaTeX renderingMarkdown supportChart visualizationsCDN delivery

Own your AI runtime.

Run retrieval, persistent memory, graph reasoning, and agent execution inside one production system — with the control, auditability, and deployment flexibility your team needs.

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