The spreadsheet problems change. The structure rarely does.
Every sector has its own vocabulary and its own reporting deadlines. What repeats everywhere is the shape of the problem: data arrives messy, someone reshapes it by hand, and the file gets more fragile each month.
Finance & accounting
Three-statement models, consolidations, reconciliations and month-end packs that close on time.
- Rolling cash flow forecasts
- Multi-entity consolidation
- Reconciliation automation
- Audit-ready model documentation
E-commerce & retail
Inventory, margin and channel reporting pulled from platforms that never agree with each other.
- SKU profitability by channel
- Stock and reorder planning
- Marketplace data consolidation
- Ad spend against revenue
Real estate
Rent rolls, development appraisals and portfolio reporting across properties and entities.
- Rent roll automation
- Development feasibility models
- Portfolio performance dashboards
- Lease expiry tracking
Healthcare
Rostering, capacity and cost reporting built with confidentiality treated as the default.
- Staff rostering tools
- Capacity and utilisation reporting
- Cost-per-case analysis
- De-identified data handling
Manufacturing
Production, yield and cost-of-goods reporting connected to what the floor actually records.
- Production and downtime tracking
- Bill of materials costing
- Yield and scrap analysis
- Supplier performance scoring
Marketing agencies
Client reporting that goes out on a link instead of a Monday morning of copy and paste.
- Multi-client Looker templates
- GA4 and Ads blending
- Automated monthly packs
- White-labelled report design
Nonprofits
Grant tracking, restricted fund reporting and budgets that satisfy a funder's format.
- Grant and restricted fund tracking
- Funder-format budget reports
- Programme outcome dashboards
- Volunteer hour reporting
Professional services
Utilisation, WIP and project profitability, pulled together from timesheets and invoices.
- Utilisation and capacity reporting
- WIP and billing analysis
- Project profitability models
- Resource planning tools
Your sector is not on the list
It rarely matters. Tell us what the file has to do, where the data comes from and who reads the output — that is enough for us to scope it accurately. We will ask about the domain specifics on the call.
Tell us how your month-end actually works
Bring the real process, including the awkward manual steps nobody documents. That is where the time is hiding.