AI-Driven Open-Ended Text Coding.
Faster than ever.
Outsource your open-ended coding to PulseFE. We combine AI speed with human oversight to deliver structured data at ₹1 per response.
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How it Works
Three simple steps to structured data.
1. Upload
Send us your raw Excel/CSV files. We review requirements and confirm the codeframe with you.
2. Process
Our AI Engine classifies the data at speed, followed by a human quality check for nuance.
3. Deliver
You receive the fully coded dataset and analysis matrix. Pay only for what we coded.
PulseFE Intelligence in Action
Watch how our proprietary engine processes data.
Flat Rate
High volume (50k+ rows)? Contact us for enterprise discounts.
Why Coding Open-Ended Data Matters
Transforming Qualitative Data into Quantitative Insights
In the world of market research, open-ended questions (verbatims) are a goldmine of consumer sentiment. Unlike multiple-choice questions, they allow customers to express their true feelings in their own words. However, analyzing thousands of rows of unstructured text has historically been a bottleneck. This is where PulseFE Services steps in.
We specialize in transforming messy, unstructured survey responses into clean, quantitative data. By applying a structured “codeframe”—a list of numerical categories representing themes—we turn paragraphs of text into statistical charts. Whether it is tracking brand health, analyzing NPS (Net Promoter Score) drivers, or evaluating product concepts, our coding services ensure no consumer voice goes unheard.
The Hybrid Advantage: AI + Human Expertise
Many automated tools fail to grasp sarcasm, nuance, or local idioms. Purely manual coding, on the other hand, is expensive and slow. PulseFE utilizes a Hybrid Model.
Our proprietary AI engine handles the heavy lifting, processing thousands of lines in minutes with high accuracy. This is immediately followed by a Human Verification layer, where expert data analysts review the output to ensure 100% precision. This approach gives you the speed of software with the reliability of a human expert.
Key Benefits of Outsourcing
- Scalability: Handle 500 or 500,000 rows without hiring staff.
- Objectivity: Eliminate internal bias from your data analysis.
- Speed: Receive final data tables in 24-48 hours.
- Cost Efficiency: Pay only for the volume you process.
Common Use Cases for Verbatim Coding
Our clients range from boutique research agencies to large enterprises. The flexibility of our coding service makes it ideal for various study types: