AI Data Extraction Services
Some data won't sit still in a table. Product specs written as paragraphs, addresses buried in email bodies, terms scattered across a PDF, listings where every site uses a different layout. Rules and regular expressions break on all of it. We use language models as the parsing layer to read that text and return the fields you asked for, then validate every row before it reaches your database.
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Trusted by + clients worldwide.
Aladdin Media
Asna Software Solution
Attar Shastra
Bhagyashaali Welfare Foundation
Chroma Tech Services
City Line Collection
Companies House
Dietitian Miksha
Emerhub
Gaadi Buy
Galecia Group
Globus Machines Pvt Ltd
Hasten
Heavenly Home
Lazy Baby
OnKampus
MSP Global
My Dream Home Care
Niya Overseas
Organish Herbal
SEO Scout
Tex Trend
The Insurance Problem
The Air App
TriStates
Upkar Group
V-Teach
VK Car Loan
VSKA
Vyzion Innovations
WatsupUSA
Aladdin Media
Asna Software Solution
Attar Shastra
Bhagyashaali Welfare Foundation
Chroma Tech Services
City Line Collection
Companies House
Dietitian Miksha
Emerhub
Gaadi Buy
Galecia Group
Globus Machines Pvt Ltd
Hasten
Heavenly Home
Lazy Baby
OnKampus
MSP Global
My Dream Home Care
Niya Overseas
Organish Herbal
SEO Scout
Tex Trend
The Insurance Problem
The Air App
TriStates
Upkar Group
V-Teach
VK Car Loan
VSKA
Vyzion Innovations
WatsupUSA
Our AI Data Extraction Services Services
Text to Structured Fields
We define the exact schema you need, then extract those fields from free text, emails, listings, or descriptions into clean records.
Document & PDF Parsing
We pull line items, dates, parties, and totals out of invoices, contracts, and reports where the layout changes from file to file.
Layout-Agnostic Web Parsing
For sources where the HTML shifts constantly, we parse the page content by meaning so a template change doesn't break the pipeline.
Validation & Confidence Scoring
Every extracted record is checked against type, format, and range rules. Low-confidence rows get flagged for review instead of silently landing.
Our Process
Typical Timeline: 3-7 weeks depending on document variety and how many fields need per-field accuracy testing
Define the Schema
We agree on the exact fields, types, and what a valid value looks like. Vague schemas produce vague extractions, so this comes first.
Label a Sample
We hand-label a set of real documents. That becomes the answer key we measure accuracy against, per field, for the rest of the project.
Build and Measure
We build the extraction and report accuracy field by field, so you know which fields are safe to automate and which need a human check.
Run and Watch
We put it on a schedule with alerts on accuracy drops and error rates, so a change at the source gets caught before the data goes stale.
Where AI Parsing Helps and Where It Doesn't
If a source has a stable structure, don't use a model on it. A plain scraper or a CSV import is faster, cheaper, and gives the same answer every time, and we'll build that instead. AI parsing earns its cost when the input varies: hundreds of layouts, free-form text, documents no two of which look alike. Even then it isn't perfect. Expect a small error rate and plan a review step for anything that touches money or contracts. We already run scraping and data pipeline work, including a scraper collecting company data across Southeast Asia, so this is the parsing layer on top of infrastructure we know how to keep running.
Technologies We Specialize In
OpenAI
Python
FastAPI
PostgreSQL
Docker
Why Choose Boldally Studio for AI Data Extraction?
We Report Accuracy Per Field
You get a number for each field, not a vague claim. That tells you exactly where a human still needs to look.
We'll Say When Rules Beat AI
Stable sources don't need a model. If a regular scraper does the job for a fraction of the cost, that's what we'll build.
Built on Real Pipeline Experience
We already run scheduled scraping and data cleaning work, so retries, rate limits, and duplicate handling aren't new territory.
Bad Rows Get Caught
Validation and confidence thresholds sit between extraction and your database, so questionable records go to review, not production.
FAQ
Common questions about this service. If yours isn't here, just ask.
Selected case studies
- Attar Shastra
A Shopify Hydrogen storefront for a natural attar brand, built to sell to customers in India and abroad.
- Chroma Tech Services
An internal employee portal that gives an industrial analytics firm one place to share documents.
- Emerhub CRM
A custom CRM on Firebase and Vue.js that speeds up client onboarding with real-time form editing.
What Our Clients Say
We work closely with the teams we build for, and we stick around after launch. Here's what some of them have to say.
Gagandeep is a phenomenally talented senior developer who was a vital part of our success! Diligent, goal oriented and an innovative leader, I couldn't speak highly enough of Gagandeep
Gagan worked with Emerhub and Companies House for over a year, demonstrating great flexibility in adapting to different tech stacks and evolving business requirements.
I got to witness first hand the great skills of Gagandeep while working alongside him on a project. First-class in everything and extremely talented in his craft. It was a tough project that no companies had ever built before and he tackled it and then some!
Boldally Studio delivered exceptional results on our MSP Global website. The design is visually impressive, and the site's performance is outstanding. We're extremely pleased with their work and highly recommend their services.
Sonam Parashar
Director, Msp Global
Well done to the Boldally Studio team for their dedication and efficient work process. They consistently delivered projects on time and followed the direction I provided with precision, which I found truly impressive.
Manoj Kumar
Founder, Bhaagyashaali Welfare Foundation
Boldally Studio provided us with continuous support and helped us at every step, providing valuable feedback and understanding our needs effectively. We are satisfied with the overall outcome and process. Highly recommend Boldally Studio if you're looking for excellent output.
Gagandeep and his team did a commendable job on our Laravel development project. It was a pleasure working with him, and the team demonstrated solid technical skills throughout the process.
Abraham Scaria
Director, Asna Software Solution
It's just how I imagined it. I really love the website—it looks great and works well. The custom software is very helpful and easy to use. It makes our daily work much easier.
Anil Kumar
Director, Chroma Tech Services
Big thanks to Boldally Solutions Private Limited for designing our website. The team was dedicated, supportive, and truly understood our needs. We're very happy with the results and highly recommend them for quality work.
We are very happy with the website made by Boldally Studio. It looks great, is easy to use, and shows all our services clearly. The team was helpful, understood our needs, and delivered everything on time. We highly recommend Boldally Studio to anyone looking for a good and professional website.
Gurvinder Singh
Owner, Upkar Group
Have a project in mind?
Tell us what you're trying to build or fix. We'll talk through scope, timeline, and the right approach for your team.
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