ValenTech

What engagement model do you use?

We offer two models: project-based engineering (design/build/ship with handoff) and managed monitoring subscription where we operate pipelines for you. Many teams start project-based, then choose support or managed operations.

Do you only build scrapers?

No. Scraping is one capability inside broader delivery. We build automation workflows, ETL pipelines, integrations, internal tools, and monitoring systems tied to operational outcomes.

How do you handle anti-bot environments?

We design compliant collection strategies, tune cadence to source limits, and engineer robust retry/queue logic with observability. Data freshness always depends on source constraints and anti-bot rules.

Can you work with our current stack?

Yes. We integrate with existing APIs, data stores, queues, BI layers, and internal tooling. We prefer incremental integration over forcing a full re-platform.

What does handoff look like?

For project delivery, handoff includes architecture docs, runbooks, alert definitions, and walkthroughs with your team. You can also keep us on a support retainer or move to managed monitoring.

Do you provide ongoing support?

Yes. After launch, you can choose lightweight support/retainer for maintenance or a fully managed monitoring subscription where we operate pipelines and incident response.

What security practices do you follow?

Least-privilege access, scoped credentials, audit logs, secrets management, and environment separation are standard. We align controls with your compliance and vendor requirements.

How long does a typical project take?

Most projects start with a 2-4 week discovery/prototype phase. Production timelines depend on integration depth, source complexity, and reliability requirements.