CYTRIA AI ADVISORY

RAG Pre-Sales Feasibility Estimator

Technical feasibility, architecture guardrails, delivery sizing, and commercial proposal generation.

Estimation profile

Industry corpus preset

Client organization

01 // Corpus volume and processing

Native digital PDFs

Scanned PDFs

Office documents

Markdown / HTML / wikis

Technical diagrams / images

Structured / SQL datasets

Average pages / document

Average tokens / page

OCR complexity

Table/image complexity

Raw data override (GB)

Update cadence

Monthly delta (%)

02 // Retrieval and architecture

Embedding model

OCR engine

Vector database

Search mode

Structured data mode

Chunk size (tokens)

Chunk overlap (tokens)

Enable two-stage cross-encoder reranking

03 // Security, scale and commercial inputs

Security tier

RBAC level

Expected users

Peak concurrency

Queries / user / day

Hardware profile

Parallel workers

Currency

Senior day rate

Vercel serverless edition · Full local Streamlit edition: streamlit run app.py

RAG Pre-Sales Feasibility Estimator

Estimation profile

01 // Corpus volume and processing

02 // Retrieval and architecture

03 // Security, scale and commercial inputs

Workload breakdown

Architecture directives

Scenario forecast

Risk matrix

Delivery phases