Turn the open web into trusted, explainable data.
Echnotek discovers, acquires and structures external data at scale — and backs every extracted attribute with evidence, a confidence score and a human-review safety net. Analytics-ready datasets your team can actually trust.
Start free — 50 credits on sign up, no card required.
“A&B Labs is one of the most accredited independently owned environmental testing laboratories…”
Built by Echnotek — governance first
Echnotek (Echno Technologies Pvt Ltd) is a Bengaluru-based AI, automation and engineering company. We build production AI — and we treat external-data governance as seriously as enterprises must.
“The extraction itself is the easy part. The harder problem is ensuring every extracted attribute stays traceable, explainable, reviewable and maintainable — at scale.”
A governed pipeline, not a scraper
Eight stages take a raw source to a trusted, structured record — with QA and provenance built into every step.
Source discovery
Find and register the right sources for the brief.
Website acquisition
Acquire pages reliably, tracking success and failures.
Content extraction
Pull clean, usable content from each page.
AI enrichment
Turn raw content into structured attributes.
Evidence & provenance
Link every field to its source quote and URL.
Confidence scoring
Score each attribute on the strength of evidence.
Human review queue
Route below-threshold items to a person.
Structured output
Deliver trusted data via API, warehouse or file.
Every run, fully observable
Acquisition success, content completeness, evidence coverage and review rate — tracked live across thousands of sources.
Every field, traced to its source
Click any extracted attribute to see the exact quote, source page, timestamp, model and confidence behind it.
“A&B Labs is one of the most accredited independently owned environmental testing laboratories…”
High-confidence data flows. Exceptions get a human.
Not humans verifying everything — humans reviewing only what the confidence threshold flags. That's how QA scales.
Built to run for thousands of sources
Every source is classified, prioritized and monitored — so extraction stays reliable as the web changes underneath you.
Stable
Predictable structure — refresh on a light cadence.
Medium complexity
Some variability — monitored for drift.
Volatile
Changes often — higher refresh & re-validation.
Restricted
Terms disallow automated access — excluded, respectfully.
Start free with 50 credits.
Sign up, run the platform on your own sources, and see the evidence for yourself. Once you trust the data, we'll tailor a program to your exact needs.
Trust is the product
Evidence-backed extraction
Every field links to the supporting quote, page and URL it came from. Nothing is a black box.
Confidence-driven QA
Automated confidence scoring routes only the exceptions to human review — scalable, not manual.
Operational scalability
Source classification, monitoring and lifecycle management designed for thousands of websites.
Adaptable architecture
One core platform, customized per use case — company, competitor, e-commerce or regulatory intelligence.
One platform, many intelligence programs
Company intelligence
Firmographics, services, certifications & contacts — evidence-backed.
Competitor monitoring
Track positioning, products and messaging as they change.
E-commerce monitoring
Catalogs, pricing and availability across marketplaces.
Regulatory monitoring
Watch official sources for changes that matter to compliance.
Market intelligence
Map a market from the open web into a structured dataset.
Your use case
Same core platform, tuned to your fields, sources & delivery.
Questions, answered
Is this just a web scraper?+
No. Acquisition is one stage of eight. The platform's value is what comes after — evidence, confidence scoring, human-in-the-loop QA, source governance and structured delivery — so the data is trustworthy, not just collected.
How do you make the data trustworthy?+
Every extracted field carries its supporting evidence (quote, source page, URL, timestamp, model) and a confidence score. High-confidence data flows automatically; anything below threshold is routed to human review.
Can you handle sources that don’t allow scraping?+
Yes — respectfully. Sources whose terms disallow automated access are classified as restricted and excluded. Governance is part of the platform, not an afterthought.
What can you extract?+
Any structured fields you need — for company intelligence that’s summary, industry, services, products, customers, countries, certifications, contacts and key people. The same platform adapts to competitor, e-commerce, regulatory or market intelligence.
How do we get the data?+
However fits your stack — API, data warehouse or file export, on the refresh cadence you choose, with change detection so it stays current.
See it on your data.
Bring a list of sources and the fields you need. In 30 minutes we'll acquire, extract and show you the evidence and confidence behind every value — then scope what a full program looks like.
- A live extraction on your own sources
- Evidence & confidence on every field
- A tailored program plan & pricing
Send us an email
Tell us who you're trying to find — we reply within 24 hours.
