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Smart Data Analytics Hub

Make the dashboards that guide product decisions match how people actually behave.

We run application analytics engagements on product behavior dashboards: locked-window audits, funnel calibration, feature reviews, and cohort pulses your team can brief without buying another platform.

Request a dashboard review

Primary engagement

Behavior Dashboard Audit

A structured review of the product behavior dashboards your team trusts — event definitions, segments, and charts that inflate vanity signals — delivered as a written pack, not a hosted product.

You receive glossary corrections, a ranked list of misleading tiles, and change notes product and analytics owners can action in tools you already own.

From HK$52,0002–3 weeks

View this analysis

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Related behavior analyses

Book the study that matches the decision ahead — funnels, feature launches, or recurring cohort pulses.

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Funnel Signal Calibration

Align funnel steps on your behavior dashboards with the moments users actually complete — or abandon — in the product.

From HK$58,000

Workshop group reviewing notes at a shared table

Feature Behavior Review

Trace how a released feature appears in behavior dashboards versus how people actually use it after launch.

From HK$54,000

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Cohort Behavior Pulse

Periodic health checks on named cohorts in your product behavior dashboards — retention, dormancy, and reactivation cues.

From HK$30,000

What product teams say after the pack lands

Evidence from teams who needed dashboard clarity before board packs and renewals.

“The dashboard audit showed our feature adoption tile counted first clicks, not completed flows. We rewired the definition before the next board pack.”
Hana Yip — Product analytics lead · Hong Kong
“Funnel calibration exposed silent exits our charts skipped. Drop-off looked worse on paper — and finally matched what support was hearing.”
Marcus Leung — Product manager, B2B SaaS
“Quarterly cohort pulses keep dormant seats visible before renewals. Short notes, clear owners, no new platform to learn.”
Priya Cheung — Head of product operations

Common questions

Do you sell a dashboard product?

No. Smart Data Analytics Hub delivers application analytics engagements — audits, funnel calibrations, feature reviews, and cohort pulses focused on product behavior dashboards. We analyse the dashboards and telemetry you already have; we do not host a product on this site.

What access do you need?

Typically read-only or export access to the analytics and product event stores behind your dashboards, a glossary of events, and a product contact who can interpret edge cases. Data handling is agreed in the engagement letter before intake.

What do we receive?

A written analysis pack: metric definitions used, findings by funnel, feature, or cohort, and prioritised recommendations for dashboard and event changes. Pulse reviews include a briefing note for product owners.

Can we pay on this website?

No. Prices are informational only. Work starts after a written proposal is accepted and payment terms are agreed offline.

Explore the behavior atlas