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CryonityLabs_
Data and Inference CR-INF-105

Model Feasibility Assessment

A measured verdict on whether the data you hold can carry the model you have in mind, reached before any build is funded.

Timeline10 working days
Deliverables7 itemised
PracticeData and Inference
Price₹20,999 incl. GST

01

The problem this solves

Machine learning work often stalls the moment somebody checks whether the data supports the idea, so we run that check first. We take the use case you propose, look at the data actually in hand and train a baseline to measure how much signal is really there. Sometimes the outcome is a tuned model; sometimes a plain rules engine captures nearly as much for far less money.

02

What you receive

  1. Audit of data volume, quality, labelling and class balance
  2. A baseline model trained on your data and scored
  3. A side-by-side comparison with a plain rules-based approach
  4. Feature analysis showing where the useful signal is concentrated
  5. Cost and effort ranges for taking this into production
  6. A written recommendation, which may be a recommendation to stop
  7. The notebook and code, reproducible and yours to keep

03

What changes afterwards

A funded or abandoned decision, resting on a measured baseline

Data quality trouble surfaces before it can derail a build

Sometimes a simpler route that needs no model at all

04

Is it the right fit?

Ideal for

  • Teams pushed to adopt AI without a defined use case
  • Organisations with a particular prediction problem and untested data
  • Boards wanting a business case before they fund a data science hire

What we need from you

  • An extract of the data, with sensitive fields masked if that is needed
  • A plain statement of which decision this model is supposed to sharpen
  • Time with whoever understands how the data gets collected

05

Before you buy

Yes. It is in Indian rupees with 18% GST included, and it is exactly what you pay at checkout. Nothing is added afterwards for the scope listed on this page.

The working days are counted from the day we hold your payment, the completed brief and everything listed under “What we need from you”. If an input arrives late, the handover date moves by the same number of days.

Ask before you buy. We will confirm in writing whether it sits inside this scope, point you to a better-fitting service, or tell you it needs separate work.

On full payment, the code, configuration, designs and documents produced for this service belong to your organisation, as set out in our Terms.

Each unit repeats the listed scope once. It does not stretch a single unit to cover more.

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Model Feasibility Assessment ₹20,999