BizHub
Live · 11 agents · 24,817 runs in last 30 days

Turn your business idea into a revenue-generating reality within days, not years.

BizHub is the complete AI Business Operating System. Eleven specialized agents plan your business, write production code, run marketing, draft legal docs, manage finances, and engage your customers — through a single agentic interface.

11
Agents
AI fleet
16
Models
routing
2.4s
Latency
avg
7-Pillar
Security
NIST PQC
Quick Start · Click any slide
🏢
Name reservation → Company incorporation

Register your business with CAC

Pay ₦20,000 for name reservation. Admin handles CAC filing. Get your certificate in days.

Start CAC Registration
Volume 1 · Executive Vision

Democratizing entrepreneurship with AI

Empower every person to turn their business idea into a revenue-generating, customer-engaging reality.

Democratization

Make professional business tools — planning, legal, financial, code — accessible to everyone, everywhere.

Automation

Eliminate repetitive work through specialized agents that handle 80%+ of routine business operations end-to-end.

Quality & Trust

Production-grade outputs with enterprise security, NIST PQC compliance, and full observability.

Competition Coverage

Five categories. One platform.

BizHub addresses all five competition categories through a single agentic surface.

Education & Human Potential

Teaches entrepreneurship, business skills, coding

Entrepreneurship & Jobs

Validates ideas, creates businesses, enables growth

Small Business Services

Automates operations, marketing, support

Money & Financial Access

Financial modeling, payments, banking

Professional Services

Legal, HR, tax, expert connections

Target Audience

Built for everyone from solo founders to enterprises

TAM 100M+
First-Time Entrepreneurs
Validation, planning, execution
TAM 50M+
Small Business Owners
Operations automation & growth tools
TAM 200M+
Freelancers & Solopreneurs
Business infrastructure
TAM 10M+
Growing Startups
Scaling & investor readiness
TAM 5M+
Enterprise Teams
Rapid prototyping & internal tools
Agent Fleet

Eleven specialized agents. One operating system.

Each agent is built on the Model + Harness pattern with the 6 types of context engineered in.

Online
Business Planner

Validate ideas. Generate plans. Build pitch decks.

1,842 runs2.4s avg
Busy
Code Builder

Production-grade code from specs — with security baked in.

3,104 runs8.8s avg
Online
Code Planner

Design systems. Sequence milestones. De-risk builds.

967 runs4.2s avg
Online
Marketing

Plan content. Publish everywhere. Engage automatically.

2,517 runs3.1s avg
Online
Legal

NDAs, contracts, HR policies — generated and reviewed.

1,389 runs2.6s avg
Idle
Finance

Invoice. Reconcile. Report. Forecast.

1,102 runs1.8s avg
Busy
Customer Engagement

Unified inbox. Auto calls. Smart segments.

4,271 runs1.5s avg
Idle
Sales

Pipeline. Lead nurturing. Close more.

870 runs2.2s avg
Online
Support

24/7 chatbot with smart human escalation.

5,832 runs0.8s avg
Online
Deployment

Ship to GitHub, Vercel, Cloud Run. One click.

1,654 runs12.0s avg
Online
Matchmaker

Find mentors, co-founders, investors, customers.

612 runs3.5s avg
Online
CAC Registration

Register your Nigerian business with CAC — name reservation to incorporation.

487 runs2.8s avg
Model Router

The right model for every task

BizHub routes each task to the best-performing model — Gemini 2.5 Flash for code, Gemini 2.5 Pro for reasoning, DeepSeek V4 for fallback.

Gemini 2.5 Flash
Coding + General
Fast
Google
Gemini 2.5 Pro
Coding + Reasoning
Best quality
Google
Gemini 2.5 Flash-Lite
Fast + Cheap
Cheapest
Google
DeepSeek V4 Pro
Coding + Reasoning
~85% Pro
DeepSeek
DeepSeek V4 Flash
Fast Coding
~80% Pro
DeepSeek
Nemotron Ultra 550B
Reasoning
~78% Pro
NVIDIA
Nemotron Super 49B
General
~72% Pro
NVIDIA
Kimi K2.6
Long Context
~75% Pro
NVIDIA
MiniMax M3
Multilingual
~70% Pro
NVIDIA
Llama 3.3 70B
General
~68% Pro
NVIDIA
Llama 3.1 70B
Reliable
~66% Pro
NVIDIA
GPT-OSS 120B
Open Source
~74% Pro
NVIDIA
Mistral Medium 3.5
Balanced
~73% Pro
NVIDIA
Mistral Large 2
Function Calling
~72% Pro
NVIDIA
Gemma 4 31B
Lightweight
~67% Pro
NVIDIA
GLM-5.2
Coding + Reasoning
~76% Pro
NVIDIA
Pricing

From first idea to enterprise scale

Start free. Upgrade when you ship. The first 14 days of Pro are on us.

Starter
Validate your first idea
$0/forever
  • 3 business idea validations / month
  • 1 generated business plan
  • Basic legal documents (NDA)
  • Community support
  • 1 user seat
Pro
For the active builder
$49/month
  • Unlimited idea validations
  • Unlimited business plans & pitch decks
  • Full legal document library
  • Code Builder — 50 generations / mo
  • Marketing automation — 6 platforms
  • Unified customer inbox
  • Priority support
Scale
For teams shipping fast
$199/month
  • Everything in Pro
  • Unlimited code generation
  • Automated call answering + outbound
  • Advanced customer segmentation
  • Finance: invoicing, reconciliation, tax
  • 5 user seats
  • SSO + audit logs
Enterprise
For organizations
Custom
  • Everything in Scale
  • Unlimited seats
  • Dedicated infrastructure
  • Custom agent fine-tuning
  • PQC + on-prem options
  • 99.99% SLA
  • Dedicated success manager

The future of business creation is here.

Validate your idea, generate your plan, build your app, market your product, sign your contracts, and engage your customers — all in one place.

Operations Dashboard

Your business at a glance

Real-time view of revenue, agent activity, customers, and operations across all your businesses.

Monthly Recurring Revenue
$48,230
18.4%vs last 30d
Active Customers
1,284
12.1%vs last 30d
Agent Runs (30d)
24,817
32.5%vs last 30d
Avg Agent Latency
2.4s
8.2%vs last 30d
Revenue (last 8 months)
Across all businesses · live
MRRProjected
DecFebAprJunAugOctDec
Agent fleet
Business Planner
1,842 runs · 2.4s avg
Online
Code Builder
3,104 runs · 8.8s avg
Busy
Code Planner
967 runs · 4.2s avg
Online
Marketing
2,517 runs · 3.1s avg
Online
Legal
1,389 runs · 2.6s avg
Online
Finance
1,102 runs · 1.8s avg
Idle
Customer Engagement
4,271 runs · 1.5s avg
Busy
Sales
870 runs · 2.2s avg
Idle
Support
5,832 runs · 0.8s avg
Online
Deployment
1,654 runs · 12.0s avg
Online
Matchmaker
612 runs · 3.5s avg
Online
CAC Registration
487 runs · 2.8s avg
Online
Your businesses
B
Brew & Bean
Coffee Retail
launched
Score
84
MRR
$12.4k
Customers
312
N
NovaLearn
EdTech
scaling
Score
91
MRR
$28.9k
Customers
1840
P
PayPulse
Fintech
building
Score
88
MRR
$4.8k
Customers
96
C
CraftAI Studio
AI Tools
validated
Score
76
MRR
$0.0k
Customers
0
Recent activity
Planner
Validated idea "AI-powered virtual assistant for SMBs" — score 87/100
2 min ago
Code
Generated Next.js 16 e-commerce app with 42 files, 0 critical security issues
14 min ago
Marketing
Published 6 social posts across YouTube, TikTok, Instagram — 1.2k impressions
38 min ago
Legal
Generated mutual NDA for Acme LLC ↔ Globex Inc
1 hr ago
Engage
Answered 24 inbound calls — 21 resolved, 3 escalated
2 hr ago
Finance
Reconciled 142 Stripe transactions — 0 discrepancies
3 hr ago
Match
Found 5 investor matches for Pre-Seed fintech round
5 hr ago
Deploy
Deployed "brew-and-bean" to Vercel — live in 38s
6 hr ago
Unified inbox
Email · SMS · Chat · Social · Voice
Sarah Chen
Partnership opportunity
8 min ago
+1 (415) 555-2841
Order #4521 — when does it ship?
24 min ago
Marcus T.
Do you have a student discount?
1 hr ago
@bizhub_user
Your product looks amazing! Do you ship internationally?
3 hr ago
Inbound call
Voicemail (0:42)
5 hr ago
Business Planner Agent · Gemini 3.1 Pro

Plan your business with AI

Validates business ideas against live market data, news, patents, and social sentiment. Generates comprehensive business plans, financial models, and investor-ready pitch decks.

Online1,842 runs
0 chars · min 10
What the agent analyzes
  • Latest news & trends in the space
  • Existing patents & IP landscape
  • Social media sentiment analysis
  • 3-5 major competitor positioning
  • TAM / SAM / SOM estimation
  • Risk & opportunity identification
MCP Servers
market-researchfinancial-modelingnews-apipatents-api
Vibe Coding IDE PROGemini 2.5 Flash
Online
Chats
No chats yet
Agent Trajectory
Steps will appear here
Build Request
Explorer
No files yet
Generate an app to see files
Code View
Generate an app to view files
terminal
/app
BizHub Vibe Coding IDE — Terminal
Type "help" for available commands. Multiple tabs supported.
$
Marketing Agent · Gemini 3.1 Pro

Plan content. Publish everywhere. Engage automatically.

Generates daily/weekly/monthly/yearly content calendars tuned to your brand. Drafts social posts with images, schedules and publishes across YouTube, TikTok, LinkedIn, Instagram, X, and Facebook.

Online
Bulk Content Campaign Generator
Generate a day, week, month, or year of brand-aligned posts — auto-tuned for engagement
Posts will be personalized to your brand voice and identity
Auto-post to social media
Posts will be scheduled automatically on connected accounts
YouTube
Facebook
TikTok
LinkedIn
Instagram
X (Twitter)
The agent tunes each post to be relevant and relatable — varying angles (BTS, tutorials, customer stories, offers) to maximize engagement.
Weekly content calendar
Auto-generated · Week of Jul 14, 2026
Mon
Industry insights report
9:00 AM
Tue
YouTube
Product demo walkthrough
10:00 AM
Wed
Instagram
Customer testimonial
12:00 PM
X (Twitter)
Quick tip thread
3:00 PM
Thu
Weekly roundup newsletter
8:00 AM
Fri
TikTok
Behind-the-scenes
5:00 PM
LinkedIn
Hiring + thought leadership
11:00 AM
Sat
Instagram
User-generated content
1:00 PM
Sun
Rest day
Generate a single post
Generated post preview
Generate a post to see the preview
Connected social accounts
YouTube
@bizhub
Not connected
Facebook
bizhubapp
Not connected
TikTok
@bizhub
Not connected
LinkedIn
bizhub
Not connected
Instagram
@bizhub
Not connected
X (Twitter)
@bizhub
Not connected
Connect your accounts via the scheduling panel to enable auto-sharing. Metrics will appear here once you have published posts.
Automated customer engagement triggers
New customer
Send welcome series
Active
Abandoned cart
Send reminder + discount
Active
Customer anniversary
Send exclusive offer
Active
Product review
Send review request
Active
High-value customer
Send VIP perk
Active
Winning ads — performance tracker
No metrics yet — publish posts to see performance data
Legal Agent · Gemini 3.1 Pro

Generate legal documents. Review contracts. Stay compliant.

NDAs, employment contracts, service agreements, HR policies, and tax forms — generated and reviewed by an AI legal expert.

Online
NDA parameters
Document preview
Fill in the parameters and click "Generate NDA"
Contract risk review

Upload any contract and the Legal Agent will highlight risks, suggest amendments, and verify compliance.

HIGH
Unilateral IP assignment
→ Add carve-out for prior work
HIGH
Unlimited liability
→ Cap at 12 months fees
MEDIUM
Auto-renewal clause
→ Add 60-day notice window
Compliance Alerts — avoid legal fines

The Legal Agent proactively checks your business against standard regulations and flags compliance gaps before they result in legal fines. The AI is context-aware of your business from all sections of the platform.

Finance Agent · Gemini 3.1 Pro

Invoices. Payments. Tracking. Alerts.

Generate standard invoices with your business logo, track payments across all your business lines, and set smart reminder alerts for overdue invoices.

Idle
Revenue (MTD)
$48,230
18.4%vs last 30d
Outstanding
$8,800
5.2%vs last 30d
Expenses (MTD)
$21,400
4.1%vs last 30d
Net Profit
$26,830
28.6%vs last 30d
Cash flow (last 6 months)
Inflow vs outflow · live
InflowOutflow
₦0k₦20k₦40k₦60kFebMarAprMayJunJul
Expense breakdown
Salaries₦12,000 · 56%
Cloud / Infra₦3,200 · 15%
Marketing₦2,800 · 13%
Tools & SaaS₦1,400 · 7%
Office₦1,200 · 6%
Other₦800 · 4%
Total₦21,400
Invoices — all businesses
Auto-reconciled with Paystack + Stripe · reminder alerts active
2 reminders sent today
Invoice #CustomerAmountDueStatusActions
INV-1042Globex Inc₦7,200,0002026-07-16Paid
INV-1041Acme LLC₦1,800,0002026-07-15Paid
INV-1040Initech₦4,800,0002026-07-12Pending
INV-1039Umbrella Corp₦8,400,0002026-06-29Overdue
INV-1038Stark Industries₦14,700,0002026-06-26Paid
INV-1037Wayne Enterprises₦6,750,0002026-06-22Paid
6-month forecast
Based on current pipeline and run rate
₦0k₦25k₦50k₦75k₦100kAugSepOctNovDecJan
Glossary — finance terms explained
MRR
Monthly Recurring Revenue — subscription revenue you can count on every month.
VAT
Value Added Tax — 7.5% in Nigeria, added on top of invoice amounts.
Net 14
Payment due within 14 days of invoice issuance.
MTD
Month To Date — from the 1st of the current month to today.
AI Investment Advisor

Expert investment banker across all sectors: Energy, Education, Real Estate, Automotive, Robotics, Agriculture, Technology, Healthcare, Transportation, Finance, Mining, AI/ML, Crypto, Forex, and more.

Example investment types we cover
🏢Real Estate
🌱Agriculture
⚡Energy
🤖AI/ML Startups
🪙Crypto
🏥Healthcare
🚗Automotive
📚Education
🏦Fintech
Customer Engagement Agent · Gemini 3.1 Pro

Unified inbox. Auto calls. Smart segments.

One inbox for email, SMS, chat, social, and voice — with AI-suggested replies. Automated call answering and outbound calling with natural conversation.

Busy
Unread messages
38
Calls today
24
Avg response time
12s
CSAT
4.8/5
Unified Inbox
Sarah Chen
sarah@globex.com
8 min ago
Partnership opportunity

Hi! We loved your last campaign. Can we schedule a call next week to discuss a co-marketing partnership?

AI suggested reply

Hi Sarah, thanks for reaching out! Tuesday at 2pm PT works on my end — I'll send a calendar invite. Looking forward to exploring this.

Autonomous agent calls — make & receive calls on behalf of your business

Provide a prospect number and your business number. The AI agent calls them with a natural conversation. Outbound SMS/email also supported.

Email Composer
SMS Composer (Branded Sender)
Sender ID:
0/160 chars
SMS Marketing Campaign — Bulk SMS with Brand Sender ID

Send customized SMS marketing messages to multiple recipients. Recipients will see your brand name BIZHUB as the sender — a new line of SMS service.

0 recipients
0/160 chars
Call automation
Inbound calls answered21/24
Outbound calls made18/25
Resolved by AI32/42
Recent calls
Transcript · Sarah Chen
Resolved
AIThank you for calling Brew & Bean, this is Alex. How can I help you today?
CustomerHi, I'm calling from Globex. We're evaluating your enterprise plan — does it include SSO?
AIYes, our Scale and Enterprise plans both include SAML 2.0 SSO with audit logs. May I ask how many seats you'd need?
CustomerAround 50 seats. Can we get a demo?
AIAbsolutely. I have Tuesday at 2pm or Wednesday at 10am PT available. Which works better?
CustomerTuesday at 2pm works.
AIBooked. I'll send a calendar invite to your email right away. Anything else I can help with?
CustomerNo, that's it. Thank you!
AIThank you for calling Brew & Bean. Have a great day!
Actions taken
  • Scheduled demo (Tue 2pm PT)
  • Sent calendar invite
  • Sent email summary to customer
Customer segments
High-Value
Spend > $1000/year
124
Loyal
5+ purchases
412
At-risk
No purchase in 90d
87
New
Joined in 30d
156
Prospects
Engaged, no purchase
234
Human-in-the-loop review queue

AI drafts every outbound message. You can edit, approve, or discard before anything goes out — full control, zero accidental sends.

EMAIL→ sarah@globex.com· Partnership follow-up2 min ago

Hi Sarah, following up on our call yesterday about the Q4 co-marketing partnership…

SMS→ +1 (415) 555-28418 min ago

Hi! Your order #4521 has shipped. Tracking: 1Z999AA1…

SOCIAL→ @bizhub_user· Reply to tweet15 min ago

Thank you for the shoutout! We are so glad you are loving the product 🙌

EMAIL→ marcus@reyes.io· Re: Co-founder introduction32 min ago

Hi Marcus, great to connect. I would love to schedule a call to discuss…

Matchmaker Agent · Gemini 3.1 Pro

Find mentors, co-founders, investors, and customers

Matches founders with the right people based on industry expertise, stage, sector, and complementary skills — with rationale for every match.

Online
Lead search — autonomous web scraping

The agent scrapes LinkedIn, AngelList, Crunchbase, and the web to find leads matching your criteria. Then initiate outreach via call, SMS, or email — all reviewed by you.

AO
Dr. Amara Okafor
Ex-CTO Stripe
96%
match
Now Partner, Quiet Capital
20 years in fintech infra. Mentored 30+ pre-seed founders in your space.
LinkedIn: /in/amara-okafor
DR
Daniel Reyes
Full-Stack + GTM
92%
match
Ex-Shopify, YC W22
Complementary skills (you product, him GTM). Built and scaled 2 SaaS startups to $5M ARR.
Email: daniel@reyes.io
MT
Mei Tanaka
General Partner
89%
match
Hillside Ventures
Invests $250k–$2M at pre-seed in fintech/ML. 4 of her 17 portfolio companies are in your space.
Email: mei@hillside.vc
LS
Lagos SMB Co-op
Buying Group
85%
match
230 small businesses
230 SMBs seeking AI virtual assistants. Average budget $80/mo. Pre-sold pilot opportunity.
Contact: abiola@lagossmb.co
JB
Jordan Blake
Founder, 2 exits
88%
match
X+Y Advisors
Built and sold 2 SMB SaaS companies ($40M + $120M). Strong operator with deep distribution playbooks.
Email: jordan@xy-advisors.com
SM
Sofia Marchetti
Angel Investor
84%
match
50+ angel checks
Writes $25k–$100k checks at idea stage. Active in AI-for-SMB thesis. Co-invested with Sequoia, a16z.
LinkedIn: /in/sofia-marchetti
How we match
Mentor
  • Industry expertise
  • Stage experience
  • Geographic proximity
  • Availability
Co-founder
  • Complementary skills
  • Shared vision
  • Working style
  • Equity expectations
Investor
  • Stage fit
  • Sector focus
  • Check size
  • Portfolio fit
Customer
  • Target market match
  • Budget alignment
  • Use case fit
  • Buying timeline
CAC Registration Agent · Gemini 3.1 Pro · CAMA 2020

Register your Nigerian business end-to-end

From name reservation to company incorporation. Validates NIN, phone, and email. Generates MEMART, manages directors/shareholders/PSC. Integrates Paystack + Stripe for the ₦20,000 / ₦50,000 fees. Tracks status until your certificate is delivered.

Online

Step 1 · Business Classification

Choose the legal structure for your business. Company (Private LTD) is recommended for most businesses.

Billing & Plans

Choose your BizHub plan

Default gateway: Paystack (Naira). Fallback: Stripe (USD). Cancel anytime. All payments are encrypted with TLS 1.3 and PQC-signed.

Current plan:Passingpro
Starter
Validate your first idea
₦0/month
≈ $0
  • 3 business idea validations / month
  • 1 generated business plan
  • Basic legal documents (NDA)
  • Community support
Pro
POPULARCURRENT
For the active builder
₦15,000/month
≈ $19
  • Everything in Starter
  • Unlimited idea validations
  • Unlimited business plans & pitch decks
  • Full legal document library
  • Code Builder — 50 generations / mo
  • Marketing automation — 6 platforms
  • CAC name reservation (1 / month)
Accelerator
For teams shipping fast
₦50,000/month
≈ $65
  • Everything in Pro
  • Unlimited code generation
  • CAC company registration (1 / month)
  • Automated call answering + outbound
  • Advanced customer segmentation
  • Finance: invoicing, reconciliation, tax
  • 5 user seats
  • SSO + audit logs
Enterprise
For organizations
Custom
  • Everything in Accelerator
  • Unlimited seats
  • Dedicated infrastructure
  • Custom agent fine-tuning
  • PQC + on-prem options
  • 99.99% SLA
  • Dedicated success manager
Complete payment
Receipt and subscription updates will be sent here.
All transactions are encrypted with TLS 1.3 in transit and AES-256 at rest. PQC-signed audit trail. PCI-DSS compliant.
Order Summary
PlanPro
Billing cyclemonthly
Gatewaypaystack
CurrencyNGN
Total due today₦15,000
≈ $19
Payment history
ReferencePlanGatewayAmountStatus
BIZHUB-PRO-20260701-2341Propaystack₦15,000Passing
BIZHUB-PRO-20260601-1102Propaystack₦15,000Passing
BIZHUB-PRO-20260501-8830Propaystack₦15,000Passing
Admin Dashboard

BizHub Admin Control Center

Manage users, payments, agents, CAC applications, and upload competition evidence.

Logged in as: Admin
Role: Super Admin · Full access
Online
CAC Applications
0
Online Agents
7
Busy Agents
2
Idle Agents
2
Agent System Health
Business Planner
1,842 tasks2.4s
Code Builder
3,104 tasks8.8s
Code Planner
967 tasks4.2s
Marketing
1,456 tasks3.1s
Legal
892 tasks2.8s
Finance
567 tasks3.5s
Architecture & Security

Built on the Agent = Model + Harness pattern

Production-grade agentic platform with the 7-Pillar NIST PQC security architecture, six context types, and full OpenTelemetry observability.

System architecture
Client Layer
Next.js WebReact NativeFlutterElectronVoice Assistant
API Gateway
GraphQL (Apollo)REST (FastAPI)WebSocket (Socket.IO)
Agent Harness Engine
RoutingContextSkillMemoryEvaluationSecurityObservabilityGuardrails
Agent Fleet
Business PlannerCode BuilderMarketingLegalFinanceEngagementSalesSupportDeploymentMatchmaker
Data & Infrastructure
PostgreSQLFirestoreRedisVector DBObject StorageKafkaTemporalElasticJaegerPrometheus
Agent Harness

Eight components. One unified harness.

Every BizHub agent is built on the same harness — Model + Harness — with consistent routing, memory, security, and observability.

Routing Engine

Routes tasks to the right agent based on intent and context.

Context Manager

Composes the 6 context types: instructions, knowledge, memory, examples, tools, guardrails.

Skill Manager

Loads and version-controls agent skills from .agent/skills/.

Memory Manager

Short-term (10 events) + long-term (30-day Redis) with consolidation.

Evaluation Engine

Scores agents on accuracy, relevance, safety, efficiency.

Security Enforcer

Validates tool args, sandbox, PII redaction, compliance.

Observability Manager

OpenTelemetry traces, metrics, structured logs.

Guardrails Manager

Pre/post hooks for every tool call and model response.

Context Engineering

The six types of context

Every agent invocation composes these six context types — the foundation of predictable, high-quality agent behavior.

Instructions

Static role, goals, constraints, principles baked into the system prompt.

Knowledge

Dynamic RAG over business, legal, technical, marketing knowledge bases.

Memory

Short-term session events + long-term consolidated user preferences.

Examples

Few-shot exemplars that anchor output format and quality.

Tools

MCP servers — file-editor, git, security-scanner, payments, social.

Guardrails

Pre/post hooks that enforce security, compliance, budget.

Security Architecture

The 7-Pillar NIST PQC framework

Defense-in-depth across infrastructure, data, model, application, identity, observability, and governance — with post-quantum cryptography.

PILLAR 1
Infrastructure & Networking
  • gVisor kernel-level sandboxing
  • Strict egress governance
  • Ephemeral containers
PILLAR 2
Data
  • AES-256 at rest, TLS 1.3 in transit
  • CMEK customer-managed keys
  • Vector DB tenant partitioning
PILLAR 3
Model
  • Semantic prompt filtering
  • Attested system instructions
  • Output content safety scanning
PILLAR 4
Application & Runtime
  • Dynamic LLM firewall
  • Centralized agent gateway
  • Pre/post execution hooks
PILLAR 5
Identity & Access
  • SPIFFE cryptographic agent IDs
  • ABAC attribute-based access
  • JIT downscoped tokens
PILLAR 6
Observability & Sec Ops
  • Full OpenTelemetry tracing
  • Agent behavioral analytics
  • Red / Blue / Green teaming
PILLAR 7
Governance
  • EU AI Act compliance
  • Immutable audit trail
  • Risk-stratified controls
Passing
Post-Quantum Cryptography
  • CRYSTALS-Dilithium signatures
  • CRYSTALS-Kyber key encapsulation
  • AES-256 at rest, TLS 1.3 in transit
  • NIST PQC Round 3 finalized
Guardrails

Pre/post hooks for every tool call

Safety by design — every agent action passes through pre-hooks and post-hooks that enforce security, compliance, and budget.

security_check
when: pre_tool_call
action: validate_tool_arguments
budget_check
when: pre_tool_call
action: check_token_budget
sandbox_check
when: pre_execution
action: verify_sandbox_environment
content_safety
when: post_response
action: scan_for_sensitive_content
pii_redaction
when: post_response
action: redact_pii
compliance_check
when: pre_tool_call
action: verify_compliance
Technology Stack (2026 LTS)

Built on proven, scalable technology

Frontend - Web
  • · Next.js 16.2.10
  • · React 19.2.7
  • · TypeScript 5.8+
  • · Tailwind CSS 4
Frontend - Mobile
  • · React Native 0.86
  • · Flutter 3.44.4
Backend
  • · Node.js 22.22.1 LTS
  • · Python 3.12.13
  • · FastAPI 0.115+
Database
  • · PostgreSQL 17.x
  • · Firestore
  • · Redis 7.4+
AI/ML
  • · Gemini 3.1 Pro
  • · Claude Fable 5
  • · GPT-5.6 Sol
  • · Kimi K2.6
Agent Framework
  • · Google ADK 2.0
  • · Temporal 1.28+
  • · Kafka 3.8+
Infrastructure
  • · Kubernetes 1.30+
  • · Istio 1.23+
  • · Cloud Run
Observability
  • · OpenTelemetry 1.30+
  • · Prometheus 2.54+
  • · Grafana 11.3+
Evaluation & BDD

Behavior-driven, evaluation-gated

Every feature is specified in Gherkin, automated, and continuously evaluated against accuracy, relevance, safety, and efficiency thresholds.

100%
24 of 24 scenarios passing
Evaluation metrics
Accuracy
Passing
95%threshold 95%
Relevance
Passing
92%threshold 90%
Safety
Passing
100%threshold 100%
Efficiency
Passing
88%threshold 85%
Test Strategy

Multi-layered testing pyramid

Unit Tests
Coverage
95%+
Frequency
Per commit
Tool
pytest, Jest
Integration Tests
Coverage
85%+
Frequency
Per PR
Tool
pytest, Jest
E2E Tests
Coverage
80%+
Frequency
Per PR
Tool
Playwright
Security Tests
Coverage
100% critical
Frequency
Per commit
Tool
Snyk, Semgrep
Performance Tests
Coverage
SLA
Frequency
Daily
Tool
k6
Chaos Tests
Coverage
50%
Frequency
Weekly
Tool
Chaos Mesh
Mutation Tests
Coverage
80%
Frequency
Weekly
Tool
Stryker
BDD Specifications

Gherkin scenarios

Every BizHub feature is specified as Gherkin scenarios that double as living documentation and automated tests.

Passing
Validate business idea
Business Planning
8 steps
2 min ago
Passing
Generate complete business plan
Business Planning
12 steps
14 min ago
Passing
Generate financial model
Business Planning
9 steps
1 hr ago
Passing
Generate pitch deck
Business Planning
7 steps
2 hr ago
Passing
Match with experts
Business Planning
6 steps
5 hr ago
Passing
Generate web application
Code Generation
11 steps
20 min ago
Passing
Generate mobile application
Code Generation
9 steps
1 hr ago
Passing
Generate Flutter application
Code Generation
8 steps
3 hr ago
Passing
Generate backend service
Code Generation
10 steps
4 hr ago
Passing
Code review and security scanning
Code Generation
8 steps
45 min ago
Passing
Deployment to production
Code Generation
9 steps
6 hr ago
Passing
Generate content calendar
Marketing Automation
7 steps
38 min ago
Passing
Generate social media posts
Marketing Automation
8 steps
52 min ago
Passing
Generate marketing images
Marketing Automation
6 steps
2 hr ago
Passing
Schedule and publish posts
Marketing Automation
8 steps
1 hr ago
Passing
Generate NDA
Legal Documentation
9 steps
1 hr ago
Passing
Generate employment contract
Legal Documentation
11 steps
2 hr ago
Passing
Generate service agreement
Legal Documentation
9 steps
3 hr ago
Passing
Generate HR policies
Legal Documentation
8 steps
4 hr ago
Passing
Unified inbox management
Customer Engagement
8 steps
12 min ago
Passing
Automated call answering
Customer Engagement
9 steps
25 min ago
Passing
Make calls on behalf of business
Customer Engagement
8 steps
40 min ago
Passing
Customer segmentation
Customer Engagement
7 steps
1 hr ago
Passing
Automated customer feedback
Customer Engagement
6 steps
2 hr ago
Sample feature · business-planning.feature
GHERKIN
Feature: Business Planning
  As an entrepreneur
  I want to plan my business with AI assistance
  So that I can validate my idea and create a comprehensive business plan

  Background:
    Given I am a registered BizHub user
    And I have a business idea

  Scenario: Validate business idea
    Given I have described my business idea as "AI-powered virtual assistant for small businesses"
    When I request idea validation
    Then the Idea Scraper Agent should analyze:
      | Data Source  | Analysis                              |
      | News         | Latest trends in AI assistants        |
      | Patents      | Existing patents in virtual assistant space |
      | Social Media | Sentiment analysis of AI assistant discussions |
      | Competitors  | Analysis of 3-5 major competitors     |
    And I should receive a validation score from 0-100
    And I should see TAM, SAM, SOM estimates
    And I should see a competitor landscape map

  Scenario: Generate complete business plan
    Given my business idea has been validated with score > 70
    When I request a complete business plan
    Then the Business Plan Agent should generate:
      | Section              | Content                             |
      | Executive Summary    | 1-2 page overview                   |
      | Market Analysis      | TAM, SAM, SOM, trends               |
      | Competitive Analysis | SWOT, positioning                   |
      | Financial Projections| 5-year P&L, cash flow, balance sheet|
    And the plan should be downloadable in PDF, DOC, and PPT formats
AI Model Router

The right model for every task

BizHub routes each task to the best-performing AI model — Claude Fable 5 for code generation, Gemini 3.1 Pro for reasoning and UI, GPT-5.6 Sol for terminal agents, Kimi K2.6 for open-source workloads.

Google
Gemini 2.5 Flash
Coding + General
Benchmark
Fast
Google
Gemini 2.5 Pro
Coding + Reasoning
Benchmark
Best quality
Google
Gemini 2.5 Flash-Lite
Fast + Cheap
Benchmark
Cheapest
DeepSeek
DeepSeek V4 Pro
Coding + Reasoning
Benchmark
~85% Pro
DeepSeek
DeepSeek V4 Flash
Fast Coding
Benchmark
~80% Pro
NVIDIA
Nemotron Ultra 550B
Reasoning
Benchmark
~78% Pro
NVIDIA
Nemotron Super 49B
General
Benchmark
~72% Pro
NVIDIA
Kimi K2.6
Long Context
Benchmark
~75% Pro
NVIDIA
MiniMax M3
Multilingual
Benchmark
~70% Pro
NVIDIA
Llama 3.3 70B
General
Benchmark
~68% Pro
NVIDIA
Llama 3.1 70B
Reliable
Benchmark
~66% Pro
NVIDIA
GPT-OSS 120B
Open Source
Benchmark
~74% Pro
NVIDIA
Mistral Medium 3.5
Balanced
Benchmark
~73% Pro
NVIDIA
Mistral Large 2
Function Calling
Benchmark
~72% Pro
NVIDIA
Gemma 4 31B
Lightweight
Benchmark
~67% Pro
NVIDIA
GLM-5.2
Coding + Reasoning
Benchmark
~76% Pro
Model routing by agent
AgentPrimary ModelWhyTasks (30d)Avg latency
Business Planner
Gemini 2.5 FlashCoding + General1,8422.4s
Code Builder
Gemini 2.5 ProCoding + Reasoning3,1048.8s
Code Planner
DeepSeek V4 ProCoding + Reasoning9674.2s
Marketing
Gemini 2.5 FlashCoding + General2,5173.1s
Legal
Gemini 2.5 FlashCoding + General1,3892.6s
Finance
Gemini 2.5 FlashCoding + General1,1021.8s
Customer Engagement
Gemini 2.5 FlashCoding + General4,2711.5s
Sales
Gemini 2.5 FlashCoding + General8702.2s
Support
Gemini 2.5 FlashCoding + General5,8320.8s
Deployment
DeepSeek V4 ProCoding + Reasoning1,65412.0s
Matchmaker
Gemini 2.5 FlashCoding + General6123.5s
CAC Registration
Gemini 2.5 FlashCoding + General4872.8s
MCP Servers

Tools at the agents' fingertips

BizHub agents connect to MCP (Model Context Protocol) servers for file editing, git, security scanning, payments, social media, and more.

file-editor
readwritecreatedeleterenamelist
git-commander
clonecommitpushpullbranchmergepr
security-scanner
scan-dependenciesscan-secretsscan-vulnerabilitieszero-day-detection
social-media
postanalyticsmonitorcommentmessage
payment
chargerefundwebhooksubscriptioninvoice
legal-documents
generate-ndagenerate-contractreview-contractcompliance-check
google-maps
geocodedirectionsplacesdistance-matrix
bigquery
queryexportschema-management
cac-portal
name-searchsubmit-applicationtrack-statuscertificate
paystack
chargerefundwebhooksubscription
stripe
chargerefundwebhookinvoice
file-storage
uploaddownloadsigndelete