Every Monday someone rebuilds the same report in a spreadsheet.
A live dashboard instead.
We pull the numbers from where they already live and show them, filtered for each person, without the Monday rebuild.
Data engineering and reporting: Your data in one place, and reports people actually use.
Most reporting problems are data problems: records spread across tools, duplicates and spreadsheets nobody trusts. We clean it up, bring it together and build the reports and dashboards your team checks every day.
You’re probably here because…
Data problems we are asked about.
The same customer exists three times in three systems.
Clean it up once.
We find and merge duplicates, fix obvious errors and agree with you which system owns each record.
You are moving to a new system and years of data need to come with you.
Migration, checked with your team.
We map old fields to new ones, move the data and check it with the people who use it before switching over.
You want AI features but the data is a mess.
Clean data comes first.
AI is only as useful as the records behind it. Getting data into one well-structured place is usually step one.
What we do
Practical data work for operational businesses.
Reports and dashboards
The numbers your team needs, live, with the right view for each role.
Reporting inside i-mve and E2P+SEND.
Data migration
Old records mapped, cleaned and moved into the new system, then checked.
Data clean-up
Duplicates merged, errors fixed and one system agreed as the source of truth.
Bringing sources together
Data from several tools pulled into one reporting database on a schedule.
Survey and progress data
Structured collection and reporting for surveys, assessments and observations.
COMPASS and E2P+SEND.
Data-heavy systems we built
Reporting and data collection built into the platforms, not bolted on.
E2P+SEND
Schools track what each child learns from early years through primary, with observations, photos and SEND records that staff and parents can both see.
- 352
- UK schools
- 100,000+
- students
- .NET
- Angular
- SQL Server
- Azure
COMPASS for Autism
A platform for a PhD-led autism programme. Trainers, consultants, teachers and parents follow each child’s plan through surveys, consultations and coaching over a year.
- 4
- roles sharing one record
- Angular
- NestJS
- AWS
i-mve
An all-in-one platform for UK removals and storage companies: enquiries, quotes, jobs, staff, invoices, storage and accounting in one place. It started as one removals firm’s system and is now sold on subscription.
- 523
- companies subscribed
- 3,158
- users
- 2022
- client since
- Node.js
- Angular
- AWS
How a data project runs
Start with the one report that costs the most time.
- Day 1
A 30-minute call
Show us the report or the data problem, and where the data lives.
- Next
Look at the data
With access to a copy, we check its shape and quality before quoting.
- Then
Fixed quote
What gets cleaned, moved or reported, and one price.
- Design
Report designs you approve
Dashboards and reports designed and agreed before they are built.
- Build
Build and check
Numbers checked against what your team already knows to be true.
- After
Keep it running
Scheduled loads and reports monitored, with optional monthly maintenance.
What data work costs
It depends on scope, so we do not publish a price list. Every project is a fixed quote, in writing, after a 30-minute call.
A focused first buildFixed quoteA tightly scoped build with one core workflow, quoted after a 30-minute call.
A full projectFixed quoteSeveral user roles, integrations and reporting, scoped in writing before work starts.
MaintenanceMonthly planBug fixes, updates and monitoring once the free period ends. Scoped to your software on the call.
Included as standard
- A look at your data before we quote
- Report and dashboard designs you approve
- Checks against numbers your team trusts
- Documentation of where every number comes from
Not included
- Licences for reporting tools you choose to buy
- Large-scale data warehousing across dozens of sources
Scheduled loads and reports need looking after, so we offer monthly maintenance.
Are we the right team for this?
We’re a good fit if
- Your data lives in a handful of business systems and spreadsheets
- You need reports and dashboards your team will use daily
- You are moving systems and need the data to come with you
- You want data ready for AI features later
We’re probably not if
- You need a large data warehouse across dozens of sources (that is specialist work we have done only once)
- Requests for new features get reported as bugs so they don’t count as scope
CLIENT RESULTS
358 reviews. 5.0 average.
Platform-level reviews of the agency — not cherry-picked project comments.
What I love about Team7 is that they always say: No worries, we can find a solution. This is the mindset of builders, creators, people who do not have fear, the partner you need if you want to excel.
Working with Mo and his team over the past year has been nothing short of exceptional. I was admittedly sceptical about investing such a large amount, but results exceeded every expectation.
Their responsiveness and willingness to take on our challenging task were impressive.
They are amazing and consistently exceed expectations. They go above and beyond what is asked of them and their communication is top notch, so much so that we joke that they never sleep. The best of the best.
Common questions
Straight answers on scope and experience.
Ask us something elseHow much data engineering have you done?
Honestly: reporting, data migration and data collection are part of almost every platform we build, including E2P+SEND and COMPASS. Large standalone data-warehouse projects we have done once. We will tell you on the call which kind your project is.
Can you build dashboards on top of our existing systems?
Usually, yes, if the systems offer an API, a database connection or regular exports. We check that before quoting.
How much does it cost?
We give you a fixed quote after a 30-minute call, once we have seen what you need.
Who owns the code?
You do. At handover you get the Git repositories and written documentation. There is nothing tying the software back to us, so you can take it to an in-house team whenever you like.
Who will I talk to, and how often?
Rehan, one of our two founders, is your day-to-day contact. You get updates on Slack twice a week and can see the code in your repository at any time. We split working hours between us to cover US, UK and Australian time zones, and we usually reply within an hour, sometimes the next morning.
Related services
START YOUR PROJECT Rebuilding the same report every week?
Rebuilding the same report every week?
Show us the spreadsheet.
A 30-minute call. We’ll tell you what can be automated and what it costs.
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