Data for AI agents
Give your agents structured, up-to-date data from any website or file they need to reason about.
Leverage data from the web.At scale
We turn hundreds of websites and documents into structured data so you don't have to.
Extracting data is hard.
Time-consuming and costly.
Hours lost copy-pasting or writing manual scripts.
Maintenance-heavy.
Websites change daily, the data extraction needs to follow.
Hard to scale.
Writing scripts by hand is limited.
Mikasa LabsAn AI-powered data extraction service.
01
Sources
Hundreds of websites and documents. In any format.
02
AI-powered extractors
Adapt to any website to extract data in a specific schema.
03
Structured data
Structured data delivered into the warehouse and tools you already use.
Structured data from any source.
Websites, PDFs, excels. Schema-validated and traceable to their source.
Scales to hundreds of websites.
Our AI-powered extractor can adapt to any source.
Self-healing.
When a source breaks, an AI agent fixes it automatically.
How we set it up.
Define the sources.
The websites and files you depend on.
Define the schema.
The fields you need, in the shape you want.
We deliver.
Structured data into the systems you already use.
- Optional
The last mile.
We build a bespoke service on top of the data.
Use cases
Technology monitoring
Patents, papers, releases, and product launches across the sources that matter.
Regulatory monitoring
Regulator filings, consultations, and circulars relevant to your business.
Industries
Asset management
- Structured-product termsheet and KID extraction.
- Multi-custodian PDF statement aggregation.
- Fund KID and factsheet monitoring.
- Prospectus parsing for bond and structured-product desks.
- Counterparty KYC refresh and syndicated-loan documentation.
- Compliance-source monitoring.
Frequently Asked Questions.
Where is the data hosted?
EU and Swiss data centres (Hetzner, Cloudflare). We can document the data-residency story for your DPIA.
Why not hire our own data engineer?
Hiring a senior Swiss data engineer is a multi-year commitment with a long ramp and high churn. Mikasa is available immediately, scoped to the work that actually needs doing, and engaged for the life of the pipeline.
Why not buy off-the-shelf software?
Off-the-shelf software handles standard formats. The interesting data (niche structured products, cantonal permit feeds, ElCom filings, regulatory bulletins) is where every operator is different. That's where we work.
Can you integrate with our existing systems?
Yes. We push to S3, GCS, Azure, Snowflake, BigQuery, SFTP, REST APIs, Slack, Teams, and most reporting tools. If we haven't seen your stack yet, we'll figure it out.
What sources can you handle?
PDFs (text-based and scanned), JavaScript-rendered websites, REST APIs, email-attached files. We handle Cloudflare-protected sources within their ToS and FADP/GDPR-compliant data-extraction practice.
Tell us what data you need.
A 30-minute scoping call is the fastest way to find out whether Mikasa is the right fit. No prep needed.
Lausanne, CH · contact@mksa.app