Skip to content

New: Starter plans from ₹100 — fixed-price checks and reviews, GST included

Machine Learning Feasibility Study

An honest answer on whether your data can support the model you want, before you spend on building it.

Price incl. GST
₹18,999
Timeline
10 working days
Deliverables
7 listed below

Overview

About this service

Plenty of machine learning projects fail during the first week of a build, once someone finally checks whether the data supports the idea. This does that check first. We take your proposed use case, examine the data you actually hold, and produce a baseline model to see what signal exists. Sometimes the answer is a well-tuned model. Sometimes it is that a rules engine gets 90 percent of the value for a tenth of the cost. Either way you get the number before you commit a budget.

Deliverables

What you receive

7 items
  1. 01 Data audit covering volume, quality, labelling and class balance
  2. 02 Baseline model trained on your data, with measured performance
  3. 03 Comparison against a simple rules-based alternative
  4. 04 Feature analysis showing which signals carry the useful information
  5. 05 Effort and cost estimate for a production build, with ranges
  6. 06 Written recommendation, including a recommendation not to proceed if warranted
  7. 07 Reproducible notebook and code you keep

Benefits

Why it is worth doing

  • A go or no-go decision backed by a measured baseline

  • Data quality problems surface before they derail a build

  • Sometimes a much cheaper non-model solution is found instead

Process

How the work is carried out

  1. 1

    Frame

    We define the prediction, the decision it drives and what good looks like

  2. 2

    Audit

    Data is profiled for completeness, leakage and label quality

  3. 3

    Baseline

    A model is trained and measured against the rules alternative

  4. 4

    Report

    Findings, numbers and a build estimate presented on a call

Best suited to

  • Teams under pressure to add AI without a clear use case
  • Companies with a specific prediction problem and unproven data
  • Boards asking for a business case before funding a data science hire

What we need from you

  • A data extract, with sensitive fields masked if necessary
  • A clear statement of the decision the model would improve
  • Access to whoever understands how the data is collected

You can share these from your order page after checkout. The timeline starts once they are received.

FAQ

Questions about this service

You get that answer with the evidence, which is the cheapest possible outcome. We would rather lose a build than sell one that fails.

It depends on the problem, but a few thousand labelled examples is a reasonable starting point for most classification tasks.

Yes, before any data is shared. Extracts are deleted at the end of the engagement on request.

Have a question before you order?

Tell us about your project and we will confirm whether this service fits, or suggest a better option.

Ask about this service

This is a professional service delivered remotely; nothing is physically shipped. See the Delivery Policy and Refunds & Cancellation for how delivery, delays and refunds are handled.

Related services

You may also need

More in Data & AI
Data & AI Popular

Analytics Data Warehouse

One warehouse where your app, payments and ads data agree, with transformation models that are tested and documented.

Timeline: 25 working days

₹39,999

GST included

Dashboard Metrics Check

We check up to five numbers on one dashboard against the source data and explain any figures that do not match.

Timeline: 3 working days

₹300

GST included

Spreadsheet Report Fix

Send one spreadsheet report that shows wrong or broken numbers and we find the cause and fix the formulas on a copy.

Timeline: 2 working days

₹200

GST included

Incl. GST

₹18,999

Next step

Have something to build, fix or modernise? Start with a conversation.

Pick a service with a published scope and price, start small with a plan from ₹100, or tell our team what you need.