BrainzBytes

Building the Future of Enterprise AI

We create platforms that turn natural language into cross-system action — securely, at scale, with zero code changes.

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Our Products

Enterprise-grade AI platforms, built for real-world complexity

ContextWeaver

Enterprise RAG Orchestration, Agentic AI & Action Platform

One sentence triggers multi-system workflows — flights booked, payments charged, emails sent — all governed by per-user credentials and RAG policies ingested from any data source (documents, URLs, wikis, databases). No code changes required.

Enterprise-grade multi-user security — per-user credentials, role-based access, 5-level data isolation

Traditional agentic AI is single-tenant: every user shares credentials and data. ContextWeaver solves this with identity-aware MCP, vault cascade resolution, and hierarchical RAG isolation — enforced in code, not prompts.

🧠 Cerebro — Runtime brain 🌐 Loom — Infrastructure 🧶 Weave — Plugins & RAG

NEW — Visual Designer: Design entire MCP engine topologies from an interactive SVG drag-and-drop canvas. Manage plugins, connectors, sources, and RAG pipelines visually. Save blueprints to Cosmos DB and deploy with one click.

Agentic AI RAG Policies Vault Cascade Extensible Plugin Ecosystem Visual Designer
Learn More →

More products coming soon

Why BrainzBytes

Three pillars that set us apart

Enterprise Security

Security isn't an afterthought — it's the architecture.

  • 5 Vault backends (AES-256 encrypted)
  • PCI DSS Level 1 compliant (Stripe)
  • SOC 2 Type II ready architecture
  • AI never sees raw credentials
Open Standards

No vendor lock-in. Every layer is swappable.

  • MCP protocol — open, standard, extensible
  • Cloud-agnostic (AWS, Azure, GCP, on-prem)
  • Any LLM — OpenAI, Anthropic, local models
  • REST/gRPC connectors for any system
No-Code Platform

Deploy AI-powered automation without writing a single line of code.

  • 7-step wizard builds plugins in minutes
  • Multi-source policy ingestion — documents, URLs, wikis, databases vectorized into RAG indexes
  • Drag-and-drop connector configuration
  • Visual scope & permission management

Use Cases

Transforming industries with intelligent automation

🏥
Healthcare

HIPAA-compliant patient workflows & scheduling

💸
FinTech

PCI-compliant payments & smart trading bots

⚙️
DevOps

CI/CD pipelines, PR management & infra ops

📊
Sales

CRM automation, lead scoring & outreach

👥
HR

Onboarding, policy Q&A & leave management

🚚
Logistics

Route optimization & supply chain tracking

Products Built on ContextWeaver

Vertical AI solutions — each powered by the same secure, multi-user platform

🏥
CW HealthAI

HIPAA-compliant clinical decision support. EHR integration, drug interactions, clinical trials management.

Multi-plugin suite
💰
CW FinanceAI

SOC2-compliant trading, compliance, and banking automation. Bloomberg, Plaid, KYC integration.

Multi-plugin suite
🚀
CW AeroAI

ITAR-compliant aerospace engineering. DO-178C certification, fleet management, supply chain tracking.

Multi-plugin suite
⚖
CW LegalAI

Privilege-aware legal research. Westlaw, DocuSign, contract analysis, e-discovery, time tracking.

Multi-plugin suite
⚙
CW DevOpsAI

Incident response, deployment automation, infrastructure management. Jira, PagerDuty, Datadog, K8s.

Multi-plugin suite
🛒
CW RetailAI

Inventory, order management, customer service. Shopify, Salesforce, SAP, POS integration.

Multi-plugin suite
🎓
CW EduAI

FERPA-compliant education platform. Canvas, grading, student advising, degree audit, tutoring.

Multi-plugin suite
💘
CW MatchAI

Policy-based intelligent matchmaking. Unlimited descriptive preferences, semantic RAG scoring, privacy-first.

Multi-plugin suite
+
Your Vertical Here

Build any industry solution on ContextWeaver's secure multi-user platform

All products share: 🧠 Cerebro runtime · 🌐 Loom infrastructure · 🧶 Weave knowledge orchestration

Pricing

From solo developers to Fortune 500 — a plan for every stage

Community
Free
Forever • No credit card
  • ✅ 1 user
  • ✅ Docker / local install
  • ✅ 5 MCP connectors
  • ✅ 1 knowledge base (500 docs)
  • ✅ Community plugins
  • ✅ Basic RAG (no hierarchy)
  • — No SSO / RBAC
  • — No priority support
Get Started
Team
$29/user/mo
5–50 users • Billed annually
  • ✅ Up to 50 users
  • ✅ Cloud or self-hosted K8s
  • ✅ Unlimited connectors
  • ✅ 10 knowledge bases (10K docs)
  • ✅ Group management
  • ✅ Magic link auth
  • ✅ Hierarchical RAG (2 levels)
  • ✅ Email support (48h SLA)
Start Free Trial
MOST POPULAR
Business
$79/user/mo
50–500 users • Billed annually
  • ✅ Up to 500 users
  • ✅ Multi-cloud (Azure, AWS, GCP)
  • ✅ Entra ID / SAML SSO
  • ✅ Full Hierarchical RAG
  • ✅ Visual Designer (Loom)
  • ✅ Plugin Builder
  • ✅ RBAC + Vault cascade
  • ✅ Priority support (4h SLA)
Contact Sales
Enterprise
Custom
500+ users • Annual contract
  • ✅ Unlimited users
  • ✅ Dedicated infrastructure
  • ✅ Private endpoints (zero public)
  • ✅ Managed Identity (no secrets)
  • ✅ Custom vertical development
  • ✅ On-prem or air-gapped deploy
  • ✅ Full audit + compliance
  • ✅ 24/7 support + TAM
Talk to Us

Deployment Models

You choose where and how — we make it work everywhere

💻
Local / Docker

Single command to launch on your laptop. docker-compose up — includes Cerebro, MCP engine, and a local knowledge base. Your data never leaves your machine.

Best for: Developers, researchers, POC evaluations, personal productivity
☸️
Managed Cloud (SaaS)

We run everything. Your team gets a tenant on our shared infrastructure with full data isolation. Auto-scaling, backups, upgrades handled by BrainzBytes.

Best for: Startups, SMBs, teams that want zero ops burden
🏢
Self-Hosted / Air-Gapped

Deploy on your own AKS / EKS / GKE cluster or bare-metal. Helm charts + Terraform modules included. Private endpoints, no public internet exposure. Supports air-gapped environments.

Best for: Regulated industries, government, defense, enterprises with strict data residency

Platform + Partner Ecosystem

BrainzBytes builds the platform. Partners build the verticals.

What BrainzBytes Builds
  • 🧠 Cerebro Runtime — identity-aware agent engine, RBAC, vault, audit
  • 🌐 Loom Designer — visual workflow builder, drag-and-drop, deploy
  • 🧶 Weave Knowledge — hierarchical RAG, ingest, search, policy engine
  • 🔌 Core Connectors — Gmail, Outlook, Jira, GitHub, Slack, Stripe (15+)
  • 🛡️ Security Framework — SSO, managed identity, private endpoints
  • 📦 Deploy Tooling — Helm, Terraform, Docker, multi-cloud modules
What Partners / Customers Build
  • 🏥 Industry Connectors — EHR, Bloomberg, ITAR systems, custom APIs
  • 📋 Vertical Plugins — compliance rules, domain workflows, industry logic
  • 📚 Knowledge Packs — curated domain knowledge bases, policy templates
  • 🎨 Custom Workflows — Loom visual automations for their specific use cases
  • 🏗️ White-Label Solutions — branded vertical products on ContextWeaver
💡 Plugin Builder included — partners use our code-gen tooling to build MCP connectors in hours, not months. No need to understand the platform internals.
Revenue Model
💳 Platform SaaS — per-user subscription 🏢 Enterprise License — annual contract 🔌 Marketplace Rev-Share — 20% on partner plugins 🎓 Professional Services — custom integration + training

Competitive Landscape

Where ContextWeaver stands in the agentic AI market

Capability ContextWeaver LangChain / LlamaIndex Microsoft Copilot Studio OpenAI Assistants Custom DIY
Multi-user Identity ✅ Built-in ❌ None ⚠️ Azure AD only ❌ None 🔧 Build yourself
Per-User Credentials (Vault) ✅ Cascade ❌ Shared keys ⚠️ Partial ❌ Shared keys 🔧 6+ months
Hierarchical RAG ✅ 3-level ❌ Flat ❌ Flat ⚠️ Single-user 🔧 12+ months
Policy Engine (Code-enforced) ✅ Hierarchical ❌ Prompt-only ⚠️ Basic ❌ Prompt-only 🔧 Build yourself
MCP Protocol Support ✅ Native ⚠️ Community ❌ Proprietary ⚠️ Function calls 🔧 Integration
Visual Workflow Designer ✅ Loom ❌ Code only ✅ Built-in ❌ None 🔧 Build yourself
Multi-Cloud Deploy ✅ Azure/AWS/GCP ⚠️ DIY ❌ Azure only ❌ OpenAI only 🔧 Per-cloud
Audit Trail ✅ Every action ❌ None ⚠️ Basic ⚠️ Run logs 🔧 Build yourself
Plugin Marketplace ✅ + Builder ✅ Hub ⚠️ Copilot plugins ✅ GPT Store ❌ N/A
Open Source ✅ Core open ✅ Fully open ❌ Proprietary ❌ Proprietary ✅ You own it
💡 Key Differentiator: ContextWeaver is the only platform with identity-aware agentic AI + hierarchical RAG + multi-cloud in a single product.

Meet the Founder

👨‍💻

Ajay Punreddy

Founder & CEO, BrainzBytes

28+ Years in Tech Patent Holder 5 Patents

Ajay Punreddy is a veteran systems architect and engineering leader with 28+ years building mission-critical infrastructure across networking, telecom, cloud, and enterprise AI. He founded BrainzBytes to solve the fundamental security and orchestration gap in agentic AI — culminating in ContextWeaver, an enterprise platform for multi-user, policy-aware AI agents.

His career spans the full arc of modern networking and cloud infrastructure — from firmware at Cabletron Systems (pioneering Ethernet switching) and ATM/SONET at Bay Networks/Nortel & Synoptics, to frame-relay & ATM switching at Cascade Communications (acquired by Lucent). He was an early engineer at Castle Networks (acquired by Siemens), building carrier-grade VoIP with SIP, MGCP, and H.248 protocols, and a founding engineer at BlueNote Networks (acquired by Aspect Software), where he architected SIP/RTP-based unified communications from scratch.

At Aspect Software he rose to Technical Director / Software Architect, migrating enterprise call-center platforms to AWS cloud-native Kubernetes with full CI/CD, IAM (OAuth2/OIDC/SAML), and microservices architecture. He also contributed to Verivue (video streaming), Affirmed Networks (mobile core optimization), and other startups building high-performance network infrastructure.

Currently a Lead Software Engineer at Microsoft, Ajay brings deep expertise in Kubernetes, Azure, microservices, and platform engineering. With ContextWeaver, he combines decades of systems architecture experience with cutting-edge AI to create the first enterprise-grade, multi-user MCP orchestration platform — where every AI agent call is identity-aware, policy-enforced, and audit-logged.

Intellectual Property
US 9,883,037 Staff Level Estimation for Multi-Skilled Agents
Contact center workforce optimization · Aspect Software · Granted Jan 2018
US 9,374,393 Dynamic Call-Progress Analysis & Call Processing
Real-time media stream analysis for call routing · Aspect Software · Granted Jun 2016
GRANTED Deployment of Pod Cohorts — US App 413306-US-NP
Manifest-driven Kubernetes cohort lifecycle management · Microsoft · Filed Jun 2023 · Approved
IN EXAM Continuation: Pod Cohort Deployment — US App 18/626,203
Continuation patent expanding on cohort orchestration methods · Microsoft
PENDING ContextWeaver: Enterprise MCP Orchestration — App #99741331
Multi-user identity-aware agentic AI with hierarchical RAG & MCP security boundary · BrainzBytes
BlueNote Networks (→ Aspect) Castle Networks (→ Siemens) Cascade Comm (→ Lucent) Bay Networks (→ Nortel) Cabletron Systems Verivue Affirmed Networks Aspect Software Microsoft BrainzBytes