Legacy systems and spreadsheets
Keep useful existing software in the picture. We assess available database access, exports and interfaces, then choose a practical way to bring the information together.
Data integration & reporting
Get answers from the information you already have.
Your business creates useful information every day. We connect it, make sense of it and put it within reach, so your team can spend less time assembling reports and more time deciding what to do.
Book a free introductionThe answer should not take three spreadsheets and an afternoon.
Your finance system knows what was invoiced. Your CRM knows what was promised. An older operational system knows what actually happened. Getting a useful answer means bringing those views together.
Standard reports often cover the familiar questions but leave your team doing the difficult final part by hand. By the time someone has exported, matched and checked everything, the numbers may already be out of date.
Connect the information behind the decision.
Cloud software and business tools
Connect permitted records from your CRM, finance and operational platforms. Agreed schedules and checks help reduce the repeated copying between systems.
Relevant external information
Where permitted, web data collection can add context such as published product information. We assess source permissions, reliability and update needs before using scraping or another collection method.
Build a shared view that people can explain.
A reporting warehouse brings selected information into one place without requiring every team to replace its working systems. We clean formats, reconcile identifiers and flag missing or conflicting records so problems remain visible.
The shared view needs agreed meaning as well as tidy data. We work with your team to define measures such as revenue, an active customer or a completed job, and identify who owns each definition. A common source becomes useful when everyone understands what it represents.
Choose how your team gets the answer.
Dashboards for everyday decisions
Give each role a view of the measures it uses, with enough detail to investigate a change. Show exceptions and trends alongside the totals so a dashboard can guide a conversation.
Reports that arrive when needed
Prepare scheduled summaries for your team from agreed sources. AI can help explain movements and highlight items to investigate, with important conclusions reviewed before they guide action.
Questions in plain English
Let authorised people ask questions such as which jobs are waiting on information. An AI reporting agent can query approved data, prepare an answer and identify the records and measures behind it.
Know what sits behind the number.
An answer should make its date range, filters and source clear. We design reporting around visible refresh times, defined calculations and access appropriate to the person asking. Where source data is incomplete, the report should say so.
AI-generated explanations need checks too. We test queries against known results, retain useful references and provide a route to a person when the question is unclear or the evidence is insufficient. Sensitive information and external providers are reviewed as part of the design.
Start with a question worth answering.
A focused first reporting problem gives the work a clear purpose.
Agree the decision
Identify who needs the answer, how often and what they will do with it.
Map the sources
Check access, ownership, definitions and the quality of the underlying records.
Connect and reconcile
Build the data flow and compare results with the people who know the business.
Use and improve
Introduce the report, record feedback and agree monitoring and ongoing ownership.
The outcome
Less time preparing the numbers. More time understanding what needs your attention.
Keep the reporting useful as the business changes.
A new system, changed process or renamed field can affect a report. We agree how connections will be monitored, how failures reach the right person and how changes are tested.
The handover includes the agreed definitions, data sources and responsibilities. Your team should know what the report can answer, where its limits are and how to raise a correction.
Let’s build
What question takes your team too long to answer?
Bring it to a free 30-minute introduction. We will discuss where the information lives, what gets in the way and how we can help.