“Signups up 24% vs last week — anomaly cleared, trend healthy”
Auto-alert · Slack, Email
AI Automation Solution
Data & Analytics Automation That Turns Raw Data Into Decisions
Stop drowning in spreadsheets. We build systems that sync your tools, clean and model your data, and turn it into live dashboards, automated reports and smart alerts — so every decision runs on real-time facts, not manual exports.
Reporting that updates itself, so your numbers are always current.
Weekly report · auto-generated
Updated live
Revenue
▲ Up
Orders
▲ Up
Conversion
▲ Up
Reports
Auto-updated
Insight
Real-time
Works with the data stack you already use
The problem
Good decisions need good data. Spreadsheets don’t scale.
Manual exports
Hours vanish each week pulling, pasting and reconciling data from every tool.
Numbers disagree
Every report shows a different figure because each one is built by hand.
Insight arrives late
By the time a report is ready, the moment to act on it has already passed.
Problems go unseen
Spikes, drops and anomalies hide in the data until they become expensive.
What we build
One engine for reporting, sync & insight
Pick the pieces you need or run the full stack. Each one is a complete automated workflow — connected to your apps, your databases and your spreadsheets. Common builds:
Real-Time KPI Dashboard
Live dashboards for revenue, conversion and growth that refresh on their own.
Connect→Visualise→Refresh
Automated Analytics & Reporting
The reports you build by hand, generated and delivered on a schedule.
Pull→Build→Send
Data Sync Between Tools
Keeps your apps, databases and sheets consistent so numbers never drift.
Source→Map→Sync
Smart Monitoring & Alerts
Watches your key metrics and pings the right person the moment they move.
Watch→Detect→Notify
Anomaly Detection
Spots unusual spikes, drops and outliers in your data before they cost you.
Baseline→Flag→Investigate
Data Cleaning & Enrichment
Standardises, de-duplicates and enriches records so every report is trustworthy.
Clean→Validate→Enrich
Forecasting & Trends
Models your history to project revenue, demand and churn so you plan ahead.
Model→Project→Plan
Executive Summary Generator
Turns the week’s numbers into a plain-English brief for leadership, automatically.
Data→Summarise→Brief
Need a custom system?
We design data automation around your exact metrics, sources and tools.
Talk to us →Under the hood
Every number moves through an automated pipeline
From raw source to finished report, the system collects, cleans and models every figure — and connects to your tools to alert and act.
01
Collect
Pull from apps, DBs & sheets.
02
Clean
Standardise & de-duplicate.
03
Sync
Land it in one place.
04
Model
Apply logic & metrics.
05
Visualise
Build live dashboards.
06
Alert
Flag what moves.
07
Report
Deliver on schedule.
Every source
Connect wherever your data lives
Google SheetsGoogle AnalyticsBigQueryPostgreSQLSnowflakeStripeAirtableLookerAlways-on data engine
Your whole business, on one live dashboard
Connected to your sources, the engine turns scattered spreadsheets into one real-time view — revenue, conversion, active users and more — then watches it and alerts you the moment something changes.
Real-time refresh
Single source of truth
Clean, validated data
Automated alerts
Scheduled reports
Trend forecasting
KPI dashboard
Live
Revenue$284,900
Conversion3.7%
Active users18,240
Industry use cases
Tuned to the metrics your sector runs on
E-commerce
Live sales, margin and inventory dashboards with stockout and demand alerts.
SaaS
MRR, churn and activation tracked in real time with automated cohort reports.
Finance
Consolidated cash-flow and P&L reporting with variance and anomaly flags.
Retail
Store-level sales and stock synced into one view with reorder alerts.
Marketing Agencies
Automated multi-client reporting that rolls up every channel without extra hires.
Logistics
Delivery, cost and SLA metrics tracked live with exception alerts.
Healthcare
Capacity, throughput and utilisation dashboards from clean, unified records.
Manufacturing
Output, yield and downtime monitoring with real-time anomaly detection.
+ Many more industries
Don’t see yours? We adapt the engine to any market. Talk to us →
The difference
Manual reporting vs an AI data engine
Manual reporting
Framworq AI data engine
Data collection
✗Manual exports & copy-paste
✓Synced automatically
Freshness
✗Stale by the time it’s done
✓Real-time & live
Accuracy
✗Human error & mismatches
✓Clean & validated
Source of truth
✗Numbers disagree
✓One consistent view
Monitoring
✗Issues spotted too late
✓Alerts the moment it moves
Cost to scale
✗More analysts needed
✓Scales without headcount
ROI calculator
See what automation could recover
Estimate the time and cost an AI data engine can save your team each month. Slide to match your business.
Hours saved / month
105
Reporting cost saved / month
$2,625
Estimated annual saving
$31,500
Estimate only, based on your inputs. Book a consultation for a tailored projection.
Trust & control
Accurate, governed and under your control
Automation handles the pipeline — you keep ownership of the data. Everything the system produces stays inside your rules, your accounts and your security standards.
Validation guardrails
Every figure is checked against your rules before it reaches a dashboard.
Approval before publish
Choose what refreshes automatically and what waits for a human to sign off.
You own the data
Everything runs on your warehouses, databases and accounts — never ours.
Full activity logs
Every sync, calculation and alert is recorded and easy to review.
Secure integrations
Connections use official, permissioned APIs to your data sources.
Privacy by design
Sensitive data handled in line with data-protection best practices.
FAQ
Your questions, answered
What can data & analytics automation do for my business?
It removes the manual work behind your reporting: pulling data from every app and spreadsheet, cleaning it, syncing it into one place, then turning it into live dashboards, scheduled reports and alerts. Your team stops exporting and copy-pasting and starts making decisions from facts, updated in real time.
Can it replace our manual spreadsheet reports?
Yes. We rebuild the reports you assemble by hand as automated workflows. The system collects the same data, applies your calculations and formatting, and delivers the finished report on a schedule — no more manual exports, VLOOKUPs or copy-paste.
Can it sync data between our different tools?
Yes. We connect your apps, databases and spreadsheets so data flows between them automatically and stays consistent. When a number changes in one system, it updates everywhere it needs to, so you never work off stale figures.
Can it build live KPI dashboards?
Yes. We build real-time dashboards for the metrics that matter — revenue, conversion, active users, pipeline and more — that refresh on their own so leadership and teams always see current numbers instead of last week’s snapshot.
Can it alert us when something goes wrong?
Yes. Smart monitoring watches your key metrics and flags anomalies, spikes or drops the moment they happen, sending alerts to email, Slack or WhatsApp so the right person acts before a small issue becomes a big one.
Will the data be accurate and clean?
Yes. The system standardises formats, removes duplicates, fills gaps and validates values as data comes in, so your dashboards and reports are built on clean, trustworthy figures rather than messy exports.
Which tools and data sources does it connect to?
Google Sheets and Analytics, databases like PostgreSQL, MySQL and BigQuery, warehouses like Snowflake, plus apps such as Stripe, HubSpot, Airtable and Notion — connected through automation tools so your data all lands in one place.
Can it forecast trends, not just report the past?
Yes. Beyond historical reporting, the system models trends and produces forecasts for metrics like revenue, demand and churn, so you can plan ahead instead of only reacting to what already happened.
How long does it take to set up?
A focused dashboard or automated report can go live within days. A full data engine spanning collection, cleaning, syncing, modelling and alerting across several sources typically takes a few weeks to build and tune.
How much does it cost?
Cost depends on the data sources, volume and dashboards you need. We scope every project after a free consultation and give a fixed, transparent quote before any work begins.