delivery · CAT-30030748 · rev 1.0 |
Embedded Analytics Feature. @embedded-analytics
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Rated 5.0 / 5 by clients on GoodFirms.
Read verified reviews on GoodFirms →Vetted by Scrums.com Platform
Provider Scrums.com
Last review 2026-08-14
What you get
the numbers that matter≈ 2 weeks
signed to first PR
96%
engagements renewed
96%
to your stack & domain
Add customer-facing charts, metrics, filters, or reports inside an existing software product, with tenant-safe data access and production performance.
How this operator works
every way of working, already decidedOwns the system, not the ticket
Takes end-to-end ownership of a service or surface. Design, delivery, on-call. And is measured on outcomes, not hours.
Embedded, async-first, instrumented
Works inside your repos, your CI and your rituals. Daily written standups, decisions logged. No status-meeting tax.
Runbooks, canaries, reversible deploys
Every change gated and reversible. Incidents get a timeline and a postmortem; nothing ships without a rollback.
Plugged into your Slack & rituals
Joins standups and retros, reports weekly against the goal. You get an operator, not a queue.
Brings a pre-wired stack or adopts yours
Infrastructure and observability as code by default. No bespoke setup tax to absorb.
Scoped, gated, reversible
Week-1 shadow, week-2 ownership, swap on request inside the trial window. No long-tail handover risk.
Overview
Customers increasingly expect analytics inside the product, not exported to a spreadsheet. This package ships a customer-facing analytics feature in your existing software: charts, metrics, filters, or reports rendered natively in your UI. The finish state is an embedded analytics feature in production, tenant-safe and fast enough for real usage.
The hard parts of embedded analytics are data security and performance, not charts. The sprint implements tenant isolation such as row-level security, a serving layer that keeps queries fast at customer scale, and theming that makes the feature look like your product, whether built on an embedded BI platform or custom components.
What's included
Embedded reporting UI
Charts, metrics, filters, or reports built into your product's interface, matching your design system.
Tenant-safe data access
Row-level security and tenant isolation, so each customer sees exactly their own data.
Performance-ready serving layer
Query patterns, caching, and aggregates designed for customer-facing load, not internal BI patience.
Rollout controls
Feature flags and usage tracking, so you can release to a segment first and measure adoption.
How it works
- Scope: define the analytics feature, data sources, tenancy model, and acceptance criteria.
- Build: implement the serving layer, security model, and UI; test against production-scale data.
- Handover: release behind a flag, review performance and adoption, hand over documentation.
Part of every Delivery Plan
The Embedded Analytics Feature is a menu item on the Scrums.com delivery catalog, available at every plan tier. Add it to your plan backlog and your delivery team schedules it like any other item — scoped, tracked, and reported through the SEOP. See Delivery Plan Tiers.
FAQs
Build on an embedded BI tool or custom?
Both are in scope; the choice is made in scoping based on your stack, licensing, and how deeply the feature must blend into the product.
What are the prerequisites?
A production product with a defined tenancy model and access to its codebase and data layer. If the underlying data is not query-ready, that gap surfaces in scoping.
What if dashboards get slow as customers grow?
The serving layer is designed for growth, and performance budgets are part of acceptance. If an existing analytics stack is already slow, the Analytics Performance Optimization package addresses it directly.
What's included
in every engagement · no add-onsTrack record
deployments on real systems · anonymized| Sector | System | Outcome | Span | Status |
|---|---|---|---|---|
| Fintech | payments-core ledger | 99.97% achieved | 14 mo | ● complete |
| Commerce | checkout platform | −38% incident rate | 9 mo | ● complete |
| Health SaaS | data plane | 0 SEV1 in 6 mo | 11 mo | ● active |
| Logistics | routing engine | zero-downtime cutover | 7 mo | ● complete |
| AI infra | inference cluster | p99 −120 ms | 5 mo | ● active |
Works inside your stack
surfaces this operator binds to| Surface | Binding | Direction | Auth |
|---|---|---|---|
| Source control | github.com/<org> | reviews + writes | OIDC |
| CI / CD | scm-flow · deploy-service | gates deploys | OIDC |
| Observability | otlp://collector:4317 | metrics + alerts | mTLS |
| Comms | slack://<workspace> | standups, incidents | SSO |
| Secrets | vault://scrums/op/<id> | short-lived creds | SPIFFE |
| On-call | pagerduty://<org> | primary / secondary | API token |
Boundaries
what to deploy insteadScoped to this discipline. For an adjacent capability, compose a second operator into the squad. compose →
Not a fractional advisory engagement. For advisory-only, contact platform@scrums.com.
Deployments
the only social proof we publish402deploys
across 38 organizations
+24 last 30 days · median age 11.4 mo · retention 96%
Pricing
one number · one footnoteAvailable at all Delivery Plan Tiers →
All-in: the operator, delivery manager and replacement guarantee. No recruiter fee, no markup surprises.
Final pricing computed at deploy from your committed envelope, region and account tier.
FAQ
common questionsHow is Embedded Analytics Feature priced?
Pricing is shown to signed-in accounts. Sign in to view the rate; pricing is computed from your engagement scope, region and account tier.
Is Embedded Analytics Feature available now?
Yes. It is published and deployable directly from the Scrums.com catalog.
Can a Embedded Analytics Feature deployment be reversed?
Yes. Deployments are reversible with a one-click swap inside the trial window.
Who provides Embedded Analytics Feature?
Scrums.com, vetted by the Scrums.com platform.
How it compares
vs other delivery| Option | From | Stack | Status |
|---|---|---|---|
| Embedded Analytics Feature · this one | 🔒 Sign in for pricing | delivery · outcome-driven-sprints · analytics | ● available |
| Release Backlog Burn-Down Sprint | 🔒 Sign in for pricing | delivery · outcome-driven-sprints · backlog | ● available |
| Technical Debt Reduction Sprint | 🔒 Sign in for pricing | delivery · outcome-driven-sprints · technical-debt | ● available |
| Critical Application Rescue | 🔒 Sign in for pricing | delivery · outcome-driven-sprints · rescue | ● available |