10-Day Executive Reporting Blueprint

From messy Excel reports to AI-ready decisions.

Most organisations don't fail at AI because they lack models. They fail because no one trusts the numbers. SCIKIQ fixes that — in 10 days, without replacing a single tool.

10
Days to live
0
Tools replaced
50%
Faster decisions
Before and After: A stressed analyst struggling with Excel spreadsheets vs. a confident executive making informed decisions using a SCIKIQ dashboard.

The Problem

The same number looks different in Finance, Sales, and Ops.

Teams debate definitions. Decisions slow down. And when AI gets introduced, it doesn't solve the problem — it amplifies the inconsistency. You don't have a model problem. You have a data trust problem.

📊

No single source of truth

Every team pulls different numbers from different systems and calls them all correct.

Analysts stuck in reporting

Smart people spend most of their week rebuilding the same Excel packs for leadership.

🔀

AI makes it worse

Models trained on inconsistent data produce inconsistent answers. Leadership stops trusting them.

🚧

Big projects, no wins

Multi-year data transformation programs burn budget without giving leadership anything they can use today.


The Sprint

A trusted CEO view in 10 days.

We start small on purpose. Subtle enough to begin immediately, visible enough to create momentum and internal buy-in.

Day 1–10
Executive KPI Command Center
A single, governed CEO/CXO dashboard with KPI definitions, owners, and a plain-English query layer (NLQ).
Day 11–20
NLQ + KPI Deep Dive
Ask questions in plain English. Get the "why" behind any number — drivers, anomalies, root causes — without calling an analyst.
Day 21–30
KPI Standardisation + Data Quality
Stop the metric wars. One KPI dictionary, one version of logic, automated quality checks running in the background.
Day 31–90
Reconciliation, Governance & Scale
Cross-system fixes, governed access, full lineage, and eventually agentic automation that turns insight into action.

What you get in the first 10 days

01
CEO KPI Dashboard A single, governed executive view of your top KPIs — not another spreadsheet, a source of truth.
02
KPI Definitions + Owners Every metric has one definition, one owner. The metric debates stop here.
03
Natural Language Query (NLQ) Leadership asks questions in plain English and gets governed, cited answers instantly.
04
KPI Deep Dive Driver trees and anomaly detection so you know the "why" behind any number, instantly.

Full Roadmap

10 initiatives. No disruption.

Each sprint delivers a tangible output in 10–30 days. Stack them in order, or prioritise based on what's burning.

Initiative
Timeline
Typical Impact
Effort
Phase
Executive KPI Command Center
10 days
Revenue/margin uplift via faster decisions
Low
Phase 1
NLQ for Leadership
10 days
20–40% reporting effort reduction
Low
Phase 1
KPI Deep Dive (Drivers & Root Cause)
10–15 days
Faster margin correction via instant "why"
Med
Phase 1
KPI Standardisation
10 days
10–25% faster decisions
Low
Phase 2
Cross-System Reconciliation (ERP/CRM/Billing)
10–20 days
Working capital improvement
Med
Phase 2
Data Quality + Observability
10–15 days
30–60% fewer data incidents
Med
Phase 2
Governed Access + Audit Trail
10 days
20–40% faster access approvals
Low
Phase 3
Lineage + Explainability
10–20 days
25–50% audit effort reduction
Med
Phase 3
AI-Agent Automation
10–20 days
10–20% productivity gain per workflow
High
Phase 4
Data Product Factory Starter Pack
15–30 days
Faster rollout & reuse across departments
High
Phase 4

What Leadership Gets

Immediate outcomes, measured from day one.

These are typical enterprise outcomes within 30–90 days of go-live, depending on scope, data readiness, and adoption.

30–50%
Faster decision cycles
Less debate, quicker alignment, faster action across Finance, Sales, and Ops.
20–40%
Fewer analyst dependencies
Leadership gets answers to recurring questions without opening a ticket or scheduling a meeting.
25–60%
Fewer data-related incidents
Automated quality checks catch problems before they reach the board pack.

What SCIKIQ Is

The layer that makes your existing stack actually work.

"SCIKIQ is the Data + AI Readiness Layer that sits on top of your existing stack — making data trusted, governed, contextual, and usable for analytics, NLQ, and agentic automation."
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No rip-and-replace

Works with your current warehouse, lakehouse, ERP, and BI environment. Nothing gets thrown away.

🗣️
NLQ from day one

Because AI answers are only reliable when data is governed and definitions are standardised.

📐
Governed by design

Every KPI has a definition, an owner, and a traceable lineage. Nothing is a black box.

Wins that compound

Each initiative builds on the last. Small visible wins first, then scale across the organisation.


FAQ

Common questions.

Do we need to replace our existing tools?
No. The roadmap is designed to work with your current warehouse, lakehouse, ERP, and BI environment. Everything you have stays in place — we add a governed layer on top.
What data do you start with?
Your top 10 leadership KPIs and the systems that drive them — typically Finance, Sales, and Ops. We keep the scope tight in the first sprint so we can ship something useful in 10 days.
What makes this "AI-ready"?
AI answers are only reliable when data is governed, definitions are standardised, and data quality is continuously enforced. That's exactly what the first few sprints deliver — making everything downstream (NLQ, agents, automation) actually trustworthy.
What happens after 10 days?
You expand initiative by initiative based on business priority: data quality, reconciliation, governance, explainability, then automation and data products. Each sprint is independent and delivers its own value — you're never locked into a long waterfall project.
How is pricing structured?
Pricing varies by number of sources, domains, users, and depth. Each sprint has an indicative range. Contact us for a scoped estimate based on your environment.
faq

Ready to run the first sprint?

No sales deck. No commitment. Just a 30-minute executive readout to map your top 10 KPIs and show you what day 10 looks like.

Contact Us