CareerVision AI
Interview & Resume
An advanced resume optimizer equipped with a real-time Gemini Live-powered video mock call simulator to practice interviews.
🚀 Core Features: AI Resume tailoring & mock video interviews
AiB2BPlanner is an offline-first autonomous market research engine. Collect, index, and continuously refine B2B competitor matrices directly on your workstation GPU—for zero API token invoices and zero monthly subscription debt.
"Manual title search reconciliation delays real estate closing transactions by 4+ days, costing agencies $1,200/mo in audit penalties."
main.py, models.py)
Every B2B idea passes through our 10-agent autonomous pipeline (~2,500,000 cumulative input & ~152,000 output tokens per run across live web ingestion, context memory, and code scaffolding). Here is the exact cloud API invoice you avoid by running locally on your hardware.
Calculated using official rates for 2.5M cumulative input tokens (live web HTML payloads, context history) & 152k output tokens per run.
You already paid for your computer hardware. Cloud AI providers charge massive markups per token just to let an agent reason. With AiB2BPlanner, set your harvesting models to run indefinitely while you sleep. Your only operational input is your workstation's standard utility power.
AiB2BPlanner runs a localized, multi-agent AI pipeline on your hardware that turns raw public pain points into fully scaffolded business foundations. Every step runs locally on your workstation, preserving complete intellectual property privacy.
No proprietary ideas, competitive research databases, or codebase scaffolds are ever uploaded to external servers.
Run harvesting models, competitive audits, and code scaffolding cycles overnight on your GPU for flat $0.00 ongoing cost.
Automatically monitor public feedback portals and industry RSS syndicate feeds. Extract emergent B2B complaints, frustration signals, and market gaps without expensive API keys.
Autonomous agents synthesize raw pain points, compute multi-dimensional viability scores (1.0 to 10.0), and audit compliance barriers (GDPR, HIPAA, SOC 2).
Build comprehensive competitor grids detailing feature sets and pricing structures, then run detailed 3-year forecasting models (COGS, pricing tiers, and growth models).
For validation concepts scoring 8.5 or higher, AiB2BPlanner automatically scaffolds ready-to-run FastAPI backends and interactive HTML/CSS frontends directly into your local workspace.
AiB2BPlanner runs a 3-model local pipeline on Windows 10/11 (x64): a lightweight triage model, a compact embedding model, and a 12B deep-reasoning model. Ollama automatically splits layers between your GPU VRAM and system RAM. One-time model download is ~9 GB — plan for 15 GB of free disk space.
Exact memory requirements per configured model layer (Q4_K_M Quantized / FP16 Embeddings).
| Engine Layer | Default Model | Parameter Size | Memory Required (VRAM / RAM) | Supported Hardware |
|---|---|---|---|---|
| Fast Ingestion & Triage | qwen2.5:1.5b | 1.5 Billion | ~1.6 GB | Any modern PC (CPU or GPU) |
| Vector Search & RAG | nomic-embed-text | 137 Million | ~0.6 GB | Any modern PC (CPU or GPU) |
| Deep Synthesis & Code Engine | gemma4:12b | 12 Billion | ~8.5 GB (weights + 8K context) | NVIDIA CUDA or AMD ROCm GPU, or CPU with 16GB RAM |
| Full Pipeline Resident | all 3 models loaded | — | ~11 – 12 GB | 12GB+ VRAM GPU (or split across VRAM + system RAM) |
Ollama automatically detects your GPU, offloads as many model layers into VRAM as fit, and runs the remainder on your CPU with zero user configuration.
Windows 10/11 x64 with an Intel i5/i7 or AMD Ryzen 5 and 16GB system RAM. Runs the full pipeline on CPU — slower generation, best suited to patient overnight runs.
NVIDIA RTX 3060 12GB, RTX 4070, or RTX 5070. The 12B reasoning model runs fully in VRAM for fast multi-agent synthesis. 8GB cards (RTX 4060) also work via partial GPU offload at reduced speed.
NVIDIA RTX 4060 Ti 16GB, RTX 5060 Ti 16GB, RTX 4080/5080, or RTX 4090/5090. All three pipeline models stay resident in VRAM for continuous 24/7 background harvesting.
Explore commercial B2B platforms engineered, validated, and launched using the local market-research and code-generation pipelines of AiB2BPlanner.
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Deploy fully compiled, zero-overhead execution matrices straight to your hardware. Pay once, run infinite data extractions forever for $0.00 in ongoing subscription fees.
Single-User Core Workspace
Early-Bird Launch Promo — First 100 Licenses OnlyBest suited for individual founders, developers, and early-stage startup analysts looking to index competitor pricing models locally.
Commercial & Multi-Client Tiers
Early-Bird Launch Promo — First 100 Licenses OnlyDesigned for venture builders, consulting teams, and market researchers handling multiple client planning projects.