delivery · CAT-30030752 · rev 1.0 |
Analytics Performance Optimization. @analytics-performance
Part of Data Engineering Services
5.0Reviews ▾
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
Speed up slow dashboards, queries, models, and refresh pipelines without changing the business definitions people rely on.
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
Slow analytics quietly kills adoption: dashboards nobody waits for stop being checked. This package speeds up your analytics estate, dashboards, queries, transformation models, and refresh pipelines, without changing the business definitions people rely on. The finish state is the same numbers, materially faster, with guardrails that keep them fast.
The sprint profiles where time actually goes: query plans, model dependency chains, refresh schedules, and BI-layer behaviour. Fixes land where they pay most, such as query rewrites, aggregates and caching, incremental models, and warehouse right-sizing, each verified against before-and-after timings.
What's included
Bottleneck profiling
Measured baseline of dashboard load, query, and refresh times, so improvement is provable.
Query and model optimization
Rewrites, aggregates, and incremental transformation patterns applied to the worst offenders first.
Refresh pipeline tuning
Schedules, dependencies, and warehouse sizing tuned for freshness at sensible cost.
Performance guardrails
Alerts and review rules that catch regressions before users feel them.
How it works
- Scope: baseline current performance, pick the target surfaces, and agree improvement criteria.
- Build: implement optimizations in priority order, measuring each change against the baseline.
- Handover: present before-and-after results, hand over guardrails and tuning documentation.
Part of every Delivery Plan
The Analytics Performance Optimization 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
Will any numbers change?
No. Preserving business definitions is a hard constraint. Every optimization is verified to return the same results faster; anything that would change a definition is flagged and excluded.
Does this include warehouse cost reduction?
Often, as a side effect: faster queries and smarter refresh usually cut compute spend. Cost is tracked alongside speed, but the primary target is agreed in scoping.
What happens when new slow dashboards appear later?
The guardrails surface them early, and the handover teaches your team the patterns. If sprawl is the root cause, the Self-Service BI Enablement package adds the governance layer.
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 Analytics Performance Optimization 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 Analytics Performance Optimization available now?
Yes. It is published and deployable directly from the Scrums.com catalog.
Can a Analytics Performance Optimization deployment be reversed?
Yes. Deployments are reversible with a one-click swap inside the trial window.
Who provides Analytics Performance Optimization?
Scrums.com, vetted by the Scrums.com platform.
How it compares
vs other delivery| Option | From | Stack | Status |
|---|---|---|---|
| Analytics Performance Optimization · this one | 🔒 Sign in for pricing | delivery · outcome-driven-sprints · analytics | ● available |
| Codebase Quality Audit | 🔒 Sign in for pricing | delivery · code-audit · maintenance | ● available |
| Product Discovery Sprint | 🔒 Sign in for pricing | delivery · discovery · workshop | ● available |
| Clickable Product Prototype | 🔒 Sign in for pricing | delivery · prototyping · design | ● available |
Commonly deployed with
more deliveryRun this scope on your Delivery Plan
Core costs Was $8,000£6,700R140,000 now $4,500£3,750R79,000/month for one active workstream. Your scope sets the delivery schedule and the total cost. You can use the same plan for your other development work.
Add this scope to your backlog. Your delivery owner confirms the scope with you, and the team delivers it.
One plan for your software backlog.
Work is scoped and delivered within your plan’s capacity. Priorities can change; additional parallel workstreams require more capacity.