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Data Analytics & AI Consulting
Reporting Automation Real-Time Dashboards AI-Powered Forecasting Decision Intelligence

Your business runs on decisions.
We make sure they're
backed by real data.

We help business owners and teams automate reporting, build live dashboards, and apply AI to surface the numbers that drive revenue — so your team stops pulling data and starts using it.

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JR
SM
AK
+
12+ businesses already working
with less manual reporting
Trusted by teams in
Retail & E-Commerce Financial Services Logistics & Ops Healthcare FMCG EdTech
80%
Average reduction in manual reporting hours
Faster executive decisions with live dashboards
50+
Professionals trained across 6 industries
12+
End-to-end consulting engagements delivered
Who We Work With

Different teams.
One shared problem.

Your data exists. The problem is that it's scattered, manual, and always a step behind the decisions that need it. We solve that — differently for each team that lives with the consequences.

For business owners & leadership

Growing businesses
need more than a gut feel.

When your business was smaller, instinct worked. Now you're managing more people, more revenue, and more risk — and the spreadsheets your team built three years ago can't keep pace with the decisions you need to make every week.

The problem we hear most

"I have reports from five different people and they all say something different. I don't know which number to trust, so I end up waiting until the end of the month to find out how we actually did."

2 days
Average time leadership waits for a performance update — reduced to under 10 minutes with a live dashboard
How data analytics changes this
📊
One Live View of the Business
A single Power BI dashboard that pulls from all your systems — sales, operations, finance — and updates automatically. No more chasing people for numbers or reconciling conflicting spreadsheets before every leadership meeting.
Decisions in minutes, not days
🎯
Clear KPIs That Actually Track Progress
We help you define the 6–10 metrics that genuinely matter for your stage of growth, build the logic behind them, and make them visible in real time — so your team knows what to move and what to ignore.
Aligned teams, sharper focus
Automated Weekly Reporting
Weekly summaries, board packs, and investor updates generated and delivered automatically — no analyst hours spent compiling, no last-minute scrambles before key meetings.
10–20 hrs saved per week
🔮
Forward-Looking Scenario Planning
AI-assisted forecasting models that let you test "what if" scenarios — changes in pricing, headcount, or demand — so you walk into planning sessions with data, not assumptions.
Plan with confidence, not guesses
For operations managers & directors

Operations teams are
buried in exceptions.

Your team spends hours every day reviewing logs, hunting for delays, and manually flagging problems that should have been caught automatically. By the time an issue surfaces in a report, it's already cost you margin or customer trust.

The problem we hear most

"We have 400 delivery routes a day and my team manually checks the exception log every morning. We're always reacting. By the time we find the problem, it's already a complaint or a missed SLA."

52%
Faster exception resolution after implementing automated anomaly detection — from a recent client engagement in logistics
How data analytics changes this
🚨
Automated Anomaly Detection
Python pipelines that monitor your operational data in real time, flag deviations from expected patterns, and route each exception to the right person automatically — before it becomes a customer-facing problem.
Problems caught before they escalate
🗺️
Operational Bottleneck Mapping
We analyse your process data to surface where delays, rework, or handoff failures cluster most — so your improvement efforts target the steps with the highest cost, not just the most visible ones.
Fix the right things first
📋
Live Operations Dashboards
Real-time visibility into throughput, SLA compliance, queue depth, and team performance — updated continuously, accessible on any device, with drill-down by region, shift, or process step.
Full visibility without manual effort
📦
Demand & Capacity Forecasting
Predictive models that anticipate volume surges, seasonal peaks, and resource shortfalls days or weeks in advance — so you plan capacity proactively instead of scrambling when demand spikes.
Right resources, right time
For CFOs, finance managers & analysts

Finance teams build
models. They should be
reading them.

Your analysts are technically capable. The problem is they spend most of their time wrangling data and building spreadsheet models that should run automatically — leaving little time for the interpretation and advice that actually creates business value.

The problem we hear most

"Our month-end close takes two weeks of manual reconciliation before we can even start the analysis. By the time the numbers are right, the decisions have already been made without them."

91%
Forecast accuracy at 60 days achieved for a financial advisory firm — model now replaces two days of weekly manual projection work
How data analytics changes this
🤖
Automated Financial Reporting
P&L summaries, variance reports, and management accounts generated automatically from your source systems — formatted, accurate, and delivered to stakeholders on schedule without anyone lifting a spreadsheet.
Close faster, report with confidence
📉
Cash Flow Forecasting Models
Machine learning models trained on your transaction history that produce rolling 30-, 60-, and 90-day cash flow outlooks with confidence intervals — credible enough to use directly in board decks and client proposals.
90-day visibility, weekly
🔍
Cost & Margin Variance Tracking
Live dashboards that track margin by product, channel, or customer segment — with automated alerts when margins drift outside acceptable bands, so nothing erodes quietly over a quarter.
Protect margin proactively
🏗️
Financial Data Architecture
We consolidate your GL, CRM, and operational data into a single structured model that feeds all downstream reporting consistently — eliminating the reconciliation work that eats two weeks of every month-end cycle.
One number everyone trusts
For sales directors, RevOps & commercial teams

Sales teams need to
know where to focus.

Your reps are working hard, but effort alone doesn't predict revenue. Without the right analytics, your team is spreading attention evenly across accounts that have wildly different conversion probabilities and lifetime values — and no one can see it.

The problem we hear most

"We have 200 accounts in the CRM and no real way to know which ones are worth pursuing. Our best reps follow their instincts. Everyone else follows whoever shouted last."

Improvement in pipeline accuracy when sales teams move from CRM gut-feel forecasting to model-driven revenue prediction
How data analytics changes this
🎯
Pipeline & Conversion Analytics
A clear view of conversion rates at each pipeline stage — by rep, segment, channel, and deal size — so you know exactly where deals stall, what separates your top performers, and where to coach first.
Coach what actually moves deals
🤖
AI-Powered Lead Scoring
Machine learning models that score your inbound leads and existing accounts by conversion likelihood — trained on your own historical data, not generic industry benchmarks — so reps focus on accounts most likely to close.
Right accounts, more closed revenue
💰
Revenue Forecasting
Predictive revenue models that give your leadership team a credible, data-backed number for the quarter — not a roll-up of optimistic rep estimates — with scenario modelling for upside and downside planning.
Forecast you can present to the board
👥
Customer Segmentation & LTV
Analysis of your customer base by lifetime value, churn risk, and growth potential — so you know which segments to protect, which to expand, and which are costing more to service than they generate in return.
Invest where return is highest

Not sure where your team fits? Every assessment starts with a conversation — we'll tell you exactly where the highest-impact opportunities are for your specific situation.

Book Free Consultation →
Deliverables

What You Get
Working With Us.

No vague strategies. No endless slide decks. We deliver working solutions — tools and systems your team uses every day to save time, reduce errors, and move faster.

01 / Dashboard Solutions
📊

Power BI Dashboards

Custom-built, live dashboards that give your leadership team a single, accurate view of business performance — without waiting on weekly reports or chasing people for updates.

70%
Less time in report prep
2 days → 10 min
Decision turnaround
What this means for your business
  • KPIs, revenue, and operations visible in real time — in one place
  • Leaders make decisions based on live data, not last week's spreadsheet
  • Identify margin drops and volume dips before they escalate
  • Built to your exact metrics — not adapted from a generic template
02 / Reporting Automation
⚙️

Automated Reporting Systems

We eliminate the manual effort of pulling, formatting, and sending reports. Your reports run automatically — daily, weekly, or monthly — and land in the right inbox on time, every time.

10–20 hrs
Saved per week per team
0
Manual errors
What this means for your business
  • Reports delivered automatically — no one has to chase data
  • Consistent format and accuracy across every reporting cycle
  • Your team redirects hours from data prep toward analysis and action
  • Scales as your business grows without additional headcount
03 / Predictive Analytics
📈

Forecasting Models

Forecasting models built on your historical data — so you can plan inventory, revenue, staffing, and demand with confidence, not instinct.

91%
Forecast accuracy at 60 days
Analyst output capacity
What this means for your business
  • Predict sales, demand, and cash flow weeks or months ahead
  • Reduce overstock, understock, and last-minute reactive spend
  • Plan hiring, budgets, and resources from real projections
  • Models that improve as more data flows in over time
04 / AI & Machine Learning
🤖

AI-Powered Business Systems

We apply AI to your business data to surface patterns, anomalies, and opportunities that would otherwise stay invisible — giving your team an analytical edge that compounds over time.

52%
Faster exception resolution
15 hrs
Saved per analyst / week
What this means for your business
  • Automatically detect unusual trends, drops, or spikes before they escalate
  • Understand which customers, products, or channels drive the most value
  • AI recommendations that help your team prioritise the right actions
  • Practical AI — tools that work inside your actual operations
Consulting Engagements

Two practices.
One outcome.

We work as an embedded consulting partner — not a vendor. Each engagement starts with your business problem and ends with a working system your team controls.

01 / Data Analytics Consulting

Data Analytics Consulting

The Problem

Your team is spending hours every week pulling data from multiple systems, reconciling spreadsheets, and building reports that are already out of date by the time leadership sees them.

Our Solution

We design and deploy a unified analytics infrastructure — connecting your data sources, automating reporting, and delivering live dashboards your leadership can trust without any manual intervention.

The Outcome

Your team reclaims 10–20 hours per week. Leaders see accurate performance data in real time. Decisions that used to take days now happen in a standup.

  • Power BI dashboard development & deployment
  • SQL and Python reporting automation
  • KPI framework design and data strategy
  • Business performance analytics
Start an Engagement →
02 / AI & Machine Learning

AI & Machine Learning Solutions

The Problem

Your business generates more data than your team can analyse. Demand spikes, customer churn, and supply issues are identified reactively — after they've already cost you margin or revenue.

Our Solution

We build and integrate predictive models and AI systems directly into your business workflow — automating routine decisions, forecasting demand, and surfacing opportunities before they're obvious.

The Outcome

Your team moves from reactive to proactive. Exceptions are caught automatically. Forecasts are accurate 90+ days out. Your analysts spend time on strategy, not data triage.

  • Predictive analytics and demand forecasting
  • Automated anomaly detection pipelines
  • AI-assisted decision support systems
  • Customer segmentation and churn prediction
Start an Engagement →
01
Discovery

We map your data landscape, identify the highest-cost inefficiencies, and define measurable business outcomes before writing a single line of code.

02
Architecture

We design the right data model and analytics stack — scalable, maintainable, and aligned to how your teams actually make decisions.

03
Delivery

We build, test, and deploy — dashboards, models, and automation pipelines that work from day one and improve as your data grows.

04
Enablement

We hand over working systems and the knowledge to operate them — so your team stays independent and your investment compounds over time.

Free · No Commitment · 45 Minutes

Start with a
Free Data Assessment.

Before you invest in anything, we'll spend 45 minutes reviewing your current setup and tell you exactly where your biggest reporting inefficiencies are — and what fixing them is worth to your business.

🔒
The findings are yours to keep. Whether we work together or not, you leave with a clear, honest picture of where your data infrastructure stands and what to prioritise first.
What we analyse

We look at how your business handles data today.

  • Your Reporting Workflows
    How reports are built, who builds them, how long they take, and where data gets lost or contradicted between systems.
  • Your Dashboards & Tools
    What visibility your leadership team has today — and what decisions they're making without the numbers to back them up.
  • Your Manual Processes
    The recurring tasks — daily, weekly, monthly — where people spend time moving, formatting, or chasing data that could run automatically.
  • Your AI & Automation Readiness
    Where your data is clean and structured enough to support forecasting, anomaly detection, or AI-assisted decisions — and where it isn't yet.
What you receive

You leave with something concrete — not a sales deck.

01
A Data Maturity Snapshot
A plain-language view of where your reporting infrastructure stands today — what's working, what's fragile, and what's costing you time you can't see.
02
Automation Opportunities Map
A list of specific workflows, reports, or processes in your business that are strong candidates for automation — with an estimate of hours saved per week.
03
3 Prioritised Recommendations
The highest-impact changes to your data setup, ranked by business value. Enough to act on immediately — with or without our help.
04
An Honest Assessment of Fit
If our consulting services aren't the right next step, we'll tell you. If they are, we'll outline exactly what an engagement would look like — with a fixed scope and price.
45-min session · Free
Book your Free Consultation

Send us a message and we'll confirm a time within one business day. Come as you are — no prep required.

No sales pressure
No obligation to continue
Findings yours to keep
Response within 24 hrs
Book Free Consultation
Training Programs

Build capability
inside your team.

Hands-on, business-focused training in the tools your teams actually use — led by practitioners who build with these tools in real client engagements every day.

Beginner Friendly

SQL & Python for Business

Master data querying and automation with real business datasets. Build reports and pipelines that replace hours of manual Excel work.

SQLPythonPandas
Enquire →
Advanced

Intro to AI & Machine Learning

Understand how AI systems work and how to evaluate where they add value in real business operations. No advanced mathematics required.

PythonScikit-learnML Concepts
Enquire →
Corporate

Power BI for Teams

Bring your entire team up to speed on live reporting, DAX measures, and building dashboards your leadership will trust and use daily.

Power BIDAXData Modelling
Enquire →
Foundation

Excel for Analytics

Go beyond formulas — pivot tables, dynamic charts, Power Query, and financial modelling for business professionals who live in Excel.

ExcelPower Query
Enquire →
Visual Analytics

Tableau Essentials

Build compelling, interactive visualisations that communicate insight clearly — for analysts and business teams presenting to leadership.

TableauData Viz
Enquire →
Client Results

Measured in
business outcomes.

Every engagement is evaluated against real business metrics — not deliverables. Here is what that looks like in practice across three recent client engagements.

Retail & E-Commerce
Power BI SQL Python

Unified Sales Intelligence Dashboard

A regional retailer was running on 14 disconnected spreadsheets across 6 product categories. Reporting took two days to prepare and was outdated before leadership saw it. We consolidated their entire reporting stack into a single Power BI environment with automated daily refresh, drill-down by SKU, region, and period, and proactive margin alerts. Leadership moved from weekly review cycles to daily standups informed by live numbers — and identified a pricing opportunity in their second month that recovered margin on their highest-volume category.

70%
Reduction in report preparation time
2 days → 10 min
Decision turnaround time
Financial Services
Python Scikit-learn SQL Power BI

Predictive Cash Flow Forecasting Model

A mid-size financial advisory firm needed to anticipate client cash flow demands 90 days out. Their analysts were building manual projections in Excel each week — a process that took two full days and produced inconsistent outputs. We built a machine learning forecasting model trained on three years of transaction data, integrated with their existing CRM, and delivered via a lightweight Power BI dashboard. The model now produces weekly outlooks with confidence intervals that analysts use directly in client proposals — with no manual model-building required.

91%
Forecast accuracy at 60-day horizon
Analyst output capacity increase
Logistics & Operations
Python Airflow SQL Azure ML

Automated Anomaly Detection System

An operations team at a third-party logistics provider was losing 15+ hours per week manually reviewing delivery exception logs across 400+ daily routes. Exceptions were resolved slowly because the right team member rarely saw them first. We built an automated anomaly detection pipeline using Python and statistical modelling — flagging deviations in real time and routing each exception to the correct team member automatically. Within six weeks, the team had reclaimed their review time entirely and cut resolution time nearly in half.

15 hrs
Saved per week per analyst
52%
Faster exception resolution
About Datarchitec

Built for
real business.

We started Datarchitec because too many businesses were sitting on years of valuable operational data with no infrastructure or expertise to act on it.

Datarchitec is a specialist analytics and AI consultancy focused exclusively on small and medium businesses — the companies that have the most to gain from intelligent data use and the least tolerance for expensive, slow-moving engagements that deliver value "eventually."

We don't believe in inflated project scopes or 90-slide decks. Every engagement starts with a specific business problem, runs on a clear timeline, and ends with a working solution your team owns and controls from day one.

Our practitioners combine deep technical expertise in analytics engineering, machine learning, and business intelligence with a genuine understanding of how organisations make decisions — and where data infrastructure fits in that process.

01
Outcome-First Thinking

Every project begins with a clearly defined business outcome. We don't build dashboards for the sake of it — we build decision infrastructure.

02
Practical AI

We apply AI where it creates measurable leverage — not where it sounds impressive. If a simpler model delivers the outcome reliably, we use it.

03
Knowledge Transfer

We train your team alongside every delivery — so you're not dependent on external consultants forever. You own the system, not just the output.

12+
Engagements Delivered
6
Industries Served
50+
Professionals Trained
100%
Project Completion Rate
Technology Stack
Power BI
Tableau
Python
SQL
Scikit-learn
Azure ML
dbt
Excel
Pandas
FastAPI
PostgreSQL
Airflow
Industries Served
Retail
Finance
Logistics
Healthcare
EdTech
FMCG
Get In Touch

Let's talk about
your business.

Whether you need a dashboard, a forecasting model, a training programme, or simply an honest assessment of where to start — we're a good first call to make.

1
You send us a message
Tell us what you're trying to solve or improve. A few lines is enough.
2
We respond within 24 hours
We'll review your situation and suggest a time to speak.
3
45-minute discovery call
We understand your data environment and identify the highest-impact starting point.
4
You receive a clear proposal
Fixed-scope, fixed-price, with defined outcomes. No ambiguity, no retainer lock-in.
Response within 24 hrs No sales pressure Fixed-price engagements Remote-first delivery
Engagements
Project-based & Retainer

We respond to every enquiry within one business day. Your information is never shared with third parties.