We are building Sightflow to help the business understand which data it can use, what changes when a pipeline fails, and who has the context.
Yesterday’s sales
€72,000
The report shows a 40% drop.
The data load has failed.
Did sales fall, or is data missing?
They are going to ask you to explain.
A failure alert does not tell you which reports are still usable, how long their data remains valid, or who to ask. Sightflow is a product being developed by Talk IT to bring those answers together with the technical evidence.
THE TECHNICAL ERROR
Report · Finance
daily_revenue_refreshThe execution alone does not tell you whether you can use this data.
Daily revenue closeReport · Finance
The latest refresh failed, but the validated close remains current for the daily review.
The next refresh needs attention. The available data does not change because of the failure.
Example criterion: The previous close remains valid until the next agreed publication.
daily_revenue_refresh
Checked on 17 Oct 2026 · 11:41 CEST
THE TECHNICAL ERROR
Report · Marketing
campaign_attribution_refreshThe execution alone does not tell you whether you can use this data.
Campaign attributionReport · Marketing
The update expected at 11:15 CEST is still pending. At 11:41 CEST, it is 26 minutes late.
The last complete dataset is available; it does not yet represent the new period.
Example criterion: A new version was expected to be available at 11:15 CEST.
campaign_attribution_refresh
Checked on 17 Oct 2026 · 11:41 CEST
THE TECHNICAL ERROR
Dashboard · CRM
customer_profiles_syncThe execution alone does not tell you whether you can use this data.
Customer workspaceDashboard · CRM
The sync of new profiles was interrupted. Existing profiles remain available; the limitation affects recent additions.
New segments need confirmation from CRM before use in this example.
Example criterion: Viewing existing profiles remains within the agreed use.
customer_profiles_sync
Checked on 17 Oct 2026 · 11:41 CEST
We are building Sightflow to collect execution states and dates from the orchestrator. Apache Airflow is the first planned integration.
Your team will identify which pipeline feeds each report. They will also define how long its data remains valid, what it can be used for and who is responsible. Sightflow will combine that context with the technical evidence to explain what you can use when a load fails.
The connection dropped during the load.
Why: The report keeps the previous version until the new one is complete.
You can review yesterday’s store sales.
Yesterday’s data is still intact. Today’s figures will have to wait.
The file received could not be read.
Why: The previous version was deleted before the new one was loaded. The failure left the report empty.
You cannot review online sales.
The report needs its data restored. An empty report does not mean there were no sales.
We are developing the first version. We review requests manually and will email you to understand your use case and discuss early access. This form does not create an account or guarantee an availability date.
The idea is to add context for the people using the data. Your orchestrator remains the source of evidence about pipeline execution.
Not necessarily. A valid version may still exist for a particular use. Sightflow is being designed to distinguish execution status from availability, based on criteria defined with your team.
Apache Airflow is the first planned integration. Supported versions and capabilities will be confirmed during development; we are not announcing other available integrations.
Plans and pricing have not been defined yet. Expressing interest in early access does not involve a payment or a purchase commitment.
Leave your email. We will review your request and get in touch to understand the reports your team uses and discuss early access.