Biznevo Documentation

Biznevo is an AI Employee that operates business operations end-to-end. Built on a custom orchestration engine that routes tasks across the world's most powerful AI models, Biznevo delivers professional results in marketing, lead generation, customer communication, social media, analytics, and continuous optimization.

This documentation covers the architecture, the AI tools we use, and how Biznevo achieves quality, security, and continuous improvement.

The Biznevo Engine is a custom multi-stage pipeline that turns any customer request into a high-quality output. Every job flows through:

1. 01

   Router

   Analyzes the request and routes it to the optimal AI model based on task type, complexity, and required capabilities.

2. 02

   Generator

   Drafts the output using the assigned model with industry-specific prompts and customer context.

3. 03

   Research Layer

   Pulls real-time market intelligence via Perplexity, ensuring every output is informed by current data.

4. 04

   Critic

   Scores the output across 6 quality dimensions: specificity, accuracy, brand fit, completeness, professional tone, and actionability.

5. 05

   Loop

   If the score does not meet our quality bar, the engine refines and retries until it does.

Each tool below brings specialized capabilities. Biznevo's engine selects the right combination for every job.

Biznevo is built for businesses that handle sensitive data. We follow enterprise security practices from day one.

• Infrastructure: Hosted on Vercel for the application layer and AWS for storage (S3 for files), running on Neon Postgres for database. All infrastructure is enterprise-grade with redundancy and uptime SLAs.
• Encryption: All data encrypted in transit (TLS 1.3) and at rest. Sensitive credentials encrypted with AES-256.
• Multi-tenant safety: Postgres Row-Level Security enforced on every customer table. Customer A's data is mathematically inaccessible from Customer B's code path.
• Sandboxed execution: Customer code, file uploads, and external integrations run in isolated environments. No customer can access another customer's resources.
• OAuth-only: We never collect or store customer passwords for third-party platforms. All integrations use OAuth flows or official APIs.
• No data selling: Customer data is never sold, never used to train models for other businesses, never shared with third parties for marketing purposes.
• Compliance track: SOC-2 readiness, GDPR compliance, CCPA compliance. Audit logs for all admin actions.

Biznevo serves multiple customers from the same infrastructure, which is standard for SaaS. What is not standard is how aggressively we enforce isolation. Every database query is filtered by your tenant_id at the Postgres layer, not in the application code where it could be bypassed. This means even if an application bug attempted to read another customer's data, the database itself refuses the request.

Every output Biznevo produces passes through our critic system. The Critic scores output on 6 dimensions:

• Specificity: Is this specific to the customer's business, or generic?
• Accuracy: Are the facts, claims, and references correct?
• Brand fit: Does this match the customer's voice and style?
• Completeness: Is anything missing that the customer asked for?
• Professional tone: Does this read like work from a competent professional?
• Actionability: Can the customer actually use this immediately?

Outputs that do not meet our threshold are refined and re-scored until they do. Quality is non-negotiable.

Biznevo learns your business with every job. Style Memory tracks your brand voice, audience preferences, and what works in your industry. After 20 jobs, Biznevo's output for your business is dramatically better than the first, and continuously improves from there. The learning is yours: your Style Memory is never used for other customers.

Biznevo monitors the AI ecosystem daily. When Anthropic, Perplexity, OpenAI, Gemini, Higgsfield, or any major AI provider releases new capabilities, our Capability Radar evaluates and integrates them automatically. This means your Biznevo gets more powerful every week, without you needing to learn or migrate to anything new.