Industries: Finance
Reporting automation, reconciliation, data systems and secure client platforms. These are workflows we can build for finance teams, with a named person accountable for decisions that carry financial impact.
Industry challenges
Finance teams often spend their time re-entering, matching and chasing rather than reviewing. These are the patterns we look for first.
Data is exported, merged and checked by hand before every report.
Records that should match live in different systems and are compared line by line.
Approvals and reporting depend on someone remembering to chase them.
Statements, requests and supporting documents move by email with no single history.
Who this is for
The same problems, grouped by the people who feel them. We describe roles, not clients.
The people who read invoices and statements, match them to records and chase what does not match.
The people who export, merge and check data by hand before every period report.
The people who sign off on payments, requests and reports, and are chased to do it.
The people who exchange statements, requests and supporting documents with clients by email.
What we can build
Pick the part of the operation that costs the most time. Each option maps to one of our services.
Approval and request systems that show status, ownership and exceptions, with permissions and accountability defined per role.
Typical builds
Approval systemsRequest-management systemsWorkflow management platformsAdmin platforms
Custom Business Platforms
Report data assembled from source systems, and documents extracted and classified, with uncertain cases sent for review.
Typical builds
Approval and reporting automationDocument processingData extraction and classificationBusiness-system integrations
AI & Workflow Transformation
Data modelled and moved between the systems that hold it, through APIs and background jobs rather than exports.
Typical builds
Relational data modellingAPI developmentBackground job processingThird-party integrations
Product & Cloud Engineering
Client and internal platforms with authentication, permissions, data handling and observability included from the start.
Typical builds
Customer portalsInfrastructure as codeMonitoring and observabilityEnvironment management
Product & Cloud Engineering
Example workflows
Example workflows. Not client claims. Each one is a starting shape, adjusted to your systems and rules.
AI is applied where it holds up against real inputs, with human review where it matters. Many valuable improvements are conventional software and integrations.
Incoming invoices are read and matched, and a person approves anything the system is unsure about before it is posted.
How it runs
The period report is generated from validated data, with a named owner signing it off.
Components
How we work with your data
Confidentiality terms are agreed in writing before any workflow detail, document sample or system diagram is shared with us.
Credentials are stored in a managed secret store, never in code, tickets or chat, and are rotated when an engagement ends.
Where an automated decision carries financial, legal or customer impact, the design keeps a named person accountable for approving it.
FAQ
Anything else, ask us directly. Enquiries are usually answered within one working day.
Where an automated decision carries financial, legal or customer impact, the design keeps a named person accountable for approving it. Uncertain cases are routed to that person rather than guessed.
Potentially, yes. Feasibility depends on the system's APIs, access model, data quality and vendor limitations. These constraints are assessed before implementation is committed.
Yes. The Opportunity Sprint assesses one important workflow before a larger automation investment. It typically takes 5 to 7 working days and tells you in writing whether the workflow is worth building.
We use representative test sets, measurable evaluation criteria, confidence thresholds, constrained outputs, source references where appropriate and human review for uncertain or consequential cases.
Explain the current workflow, the people involved, the systems used and the consequence of the problem. A complete technical specification is not required.
Discuss your project Usually answered within one working day.
