Start with the problem.
Tell us where reporting breaks, work repeats or decisions stall. We define a useful output before choosing tools.
EVALUATION.
From Raw Data.
To Real Decisions.
EVALUATION helps teams turn scattered spreadsheets, unreliable reports and manual processes into trustworthy data, useful dashboards and practical digital systems. Discuss a solution with our specialists, or explore the EVA software demonstrations.
Professional Services / Built Around Your Business
WHAT WE DOLess busywork.
Better decisions.
Whether your team needs a reliable KPI dashboard, an automated reporting flow or a tested AI prototype, we start with the problem, define the deliverable and build around your existing workflow.
01 / REPORT↗
02 / CONNECT↗
03 / SIMPLIFY↗
04 / INTELLIGENCE↗
05 / BUILD↗
06 / COMMUNICATE↗
DATA ANALYTICS & BI
KPI design, Looker Studio and management dashboards that make performance easier to understand.
Typical outputs: KPI dashboards, reporting packs and data reviews.CLOUD & DATA ENGINEERING
Structured data pipelines, BigQuery, data integration and reliable reporting foundations.
Typical outputs: data pipelines, reporting datasets and QA checks.BUSINESS AUTOMATION
Google Sheets, Apps Script, APIs and workflows that reduce repetitive work.
Typical outputs: scheduled reports, connected spreadsheets and automations.AI & MACHINE LEARNING
Assess useful AI opportunities, develop prototypes and evaluate model performance.
Typical outputs: feasibility studies, prototypes and model evaluations.WEB & DIGITAL TOOLS
Business websites, internal tools and customer-facing digital experiences.
Typical outputs: websites, internal portals and custom interfaces.BRAND & MARKETING DESIGN
Brand systems, presentation design and visual communication for clear positioning.
Typical outputs: visual identities, pitch decks and digital assets.EXPLORE THE SPECIALIST SERVICES
Professional services are scoped individually with agreed deliverables. EVA Workspace and EVA DataLab are separate, free public demonstrations — not paid client accounts.
Talk through a project ↗Why Work With EVALUATION
BUILT AROUND YOUR OUTCOMEClarity in.
Clarity out.
You do not need a technical specification to begin. Bring the business question; we help identify what data, systems and deliverables will actually solve it.
People behind the work.
Explore the portfolios of our five specialists and discuss the mix of data, cloud, AI or design skills your project needs.
Know what is a demo.
Public EVA examples use clearly labeled sample data. Client engagements are scoped separately, with expectations agreed before work begins.
Working Together
From first conversation to useful delivery.
- 01
DescribeThe business challenge and existing tools.
- 02
DefineScope, deliverables, costs and timeline.
- 03
BuildReview progress and validate outputs.
- 04
Hand overDocument, explain and plan next steps.
Tell us the problem in plain language. We can help decide whether you need a dashboard, automation, cloud data work or something else.
Discuss Your Project ↗The Evaluation Framework
01 / 05Evidence before
assumption.
Every project moves through the same logic: understand what is happening, identify why it matters, and turn evidence into an improvement.
EVALUATE
Understand the current situation through evidence.
UNDERSTAND
Transform information into meaningful insight.
IMPROVE
Turn understanding into a practical next action.
A Complete Intelligence Ecosystem
02 / 05Five nodes.
One architecture.
Five EVA disciplines describe how we approach a client brief. Select a node to see the types of capabilities and project deliverables we can scope together.
01DATA
Pillar 01 / Intelligence Foundation
EVA DATA
Data Into Intelligence
Core promise
Capabilities
Outputs
EVA / PUBLIC SOFTWARE DEMONSTRATIONS
03 / 05Put the mess in.
Get the decision out.
This is how we approach client work: understand the source, make data trustworthy, then build useful reporting or digital tools. The public EVA demonstrations show parts of this process using sample or local files.
Spreadsheets, exports, APIs, CRM/POS data, JSON or existing databases.
EVA
DATA
CLEAN + MODELDATA
Validate, standardise, structure, calculate KPIs and create reliable reporting data.
AI + LABS
Find patterns, generate insights, forecast, test ideas and build the required logic.
▦
USEFUL OUTPUTDashboard, automated report, management insight, prototype or digital workflow.
EVA / PUBLIC DEMOSEVA Workspace is a guided example using synthetic KISSA data. EVA DataLab is a browser-based demonstration for supported small files. Both are separate from custom professional services; paid EVA accounts are not available.
The Intelligence Unit
04 / 05Five specialists.
One unit.
Five disciplines, five individual portfolio pages. Choose the specialist whose work you want to explore.
Meet the whole team ↗ML
01DISCIPLINE 01
Morage Luqman
Python Developer · Data Science · BI
Builds Python web tools, automation, data workflows and executive dashboards — connecting raw information to software people can actually use.
Open profile ↗
HL
02DISCIPLINE 02
Hamza Luqman
AI & Educational Technology Master Graduate
Builds practical AI and educational technology solutions across machine learning, data analytics, web development, robotics and accessible STEM prototyping.
Open profile ↗
ML
DISCIPLINE 03
Muriam Luqman
AWS · Cloud & Data Science Professional
AWS-certified cloud and data science specialist building automated architectures, serverless systems, predictive models and clear stakeholder dashboards with cost-efficiency and scale in mind.
Open profile ↗
b
04DISCIPLINE 04
Abdullah Luqman
Graphic Designer · Minimalist Branding & Marketing
Builds calm, premium visual identities using Japanese-inspired restraint, typography and purposeful space — then carries the brand consistently across marketing, print, digital and packaging.
Open profile ↗
JM
05DISCIPLINE 05
Jamshed Muhammad
End-to-End Data Automation · BigQuery / APIs / Dashboards
Builds the full data path from raw sources through cleaning, automation, warehousing and QA to decision-ready dashboards.
Open profile ↗
Selected Work & Public Demonstrations
EXPLORE THE EVIDENCESee how we
approach the work.
Explore work described in our specialists’ portfolios alongside the hands-on EVA example below. Portfolio descriptions are not independent proof of client outcomes, and demo figures are not real operating results.
01 / SPECIALIST PORTFOLIO
02 / SPECIALIST PORTFOLIO
03 / PUBLIC EVA DEMONSTRATION
AWS cost tracking
Explore a cloud-cost monitoring and alerts project described in Muriam’s published portfolio.
Read portfolio ↗Data pipelines & BI
See Jamshed’s selected BigQuery, API automation and reporting workflows.
Read portfolio ↗KISSA / sample case
Try an illustrative hospitality dashboard with synthetic transactions, sample metrics and decision prompts.
Explore demo ↓Verified outcomes and client testimonials will be published only with permission and supporting evidence. No sample result is presented as a real client achievement.
Featured Demonstration / KISSA COFFEE HOUSE
05 / 05BRAND CONTEXT.
MESSY DATA.
ONE DECISION VIEW.
Kissa Komorebi is built around a quiet idea: “A quiet cup, a gentle moment.” EVA turns that same brand and operating context into a privacy-safe management demo — from raw sample transactions to a decision-ready dashboard.
SAMPLE DATA ONLY. Brand information and visual assets come from the supplied Kissa materials. Revenue, customers, inventory and forecast figures are synthetic and are not presented as real client performance.
喫茶こもれび / KISSA KOMOREBIGOOD COFFEE FOR A KINDER EVERYDAY.
KOMOREBI
Sunlight filtering gently through leaves — translated into warm, quiet, everyday pauses.
EVA LABS / KISSA SAMPLEDECISION WORKSPACE
Protect the quiet experience before adding more demand.
The synthetic scenario flags peak service time and ingredient coverage as the immediate constraints. Growth only helps if the brand experience stays calm.
A quiet cup.
A gentle moment.
A gentle moment.
EVA keeps the brand promise visible beside the numbers, so operational recommendations do not optimise away the customer experience.
570sample rows
32source fields
9duplicate copies
5source formats
READINESSREPORTING-READY AFTER EVA DATA
Coffee, food, bean and merchandise products use the supplied Kissa menu and brand system as context. The transaction records themselves are generated sample data.
The demo shows how the system behaves without exposing private customer, sales, staff or operational records.
- 01Protect peak service quality.
Check staffing, prep and ingredient coverage before adding traffic to the busiest windows.
- 02Bundle around the brand, not only margin.
Test a coffee + seasonal bake offer that keeps the experience simple and consistent.
- 03Use beans and goods for low-pressure basket growth.
Surface take-home items after purchase rather than making the counter experience more complex.
The supplied Kissa brand story, visual system, menu and merchandise context. All analytical outcomes are explicitly modeled for demonstration.
PRIVACY-SAFE SAMPLE CASEKissa Coffee House / Kissa Komorebi · Hospitality BI
FAQ's
COMMON QUESTIONSQuestions before
we begin.
We offer scoped professional services as well as public EVA demonstrations. Here are a few useful distinctions before you get in touch.
Read all frequently asked questions ↗01What is the difference between EVA Workspace and EVA DataLab?+
EVA Workspace is the guided business demonstration built around the synthetic Kissa sample. EVA DataLab is the small-data interactive demo where a visitor can try a CSV and inspect cleaning, analysis, model evaluation and a decision brief.
02Is the Kissa Coffee House data real?+
No. The supplied Kissa brand story, menu and visual materials are real project assets; the sales, customers, stock, forecasts and recommendations are explicitly synthetic demonstration data.
03Do I need to know what dashboard or AI model I want?+
No. The starting point is the business question. EVA is designed to help structure the data, surface useful evidence and choose an appropriate output instead of asking the client to specify charts first.
04Can EVALUATION help after the AI finds an insight?+
Yes. The AI + Human layer is for clients who want the signal translated into a management, marketing, pricing, operations or growth brief with a specialist involved.
Your challenge.
Our next conversation.
Tell us what you want to understand, automate or build. We can discuss scope and deliverables with you, whether you have a full brief or only a starting question.
Discuss your project ↗