Services / Custom dashboards & reporting

Custom dashboards that turn connected data into useful decisions

A useful dashboard answers a decision: what changed, where does it need attention and who should act? Automate Axis designs custom dashboards and reporting workflows around those questions. We connect permitted business data, agree the definitions behind each measure and create views for the people using them. That may mean extending Power BI, working in Looker Studio or building a custom web dashboard. The choice follows your users, existing tools, access requirements and operating budget. Your team receives a usable reporting system with visible refresh dates and data-quality gaps, rather than another screen of disconnected charts.

Plan your custom dashboard

A /

From source data to an owned decision

Example

SOURCE LAYER

CRM

Pipeline records

Opportunity stages and agreed record identifiers.

DELIVERY

Work and requests

Owned tasks, status changes and source timestamps.

FINANCE

Reviewed actuals

Approved periods and reconciliation status.

DEFINE BEFORE DISPLAY

One measure. One agreed meaning.

Metric

Open requests

Definition

Agreed open status set

Grain

One request identifier

Owner

Reporting owner

↓

Validate + refresh

Definition retained

DECISION LAYER

VIEW

Operations review

Filters and record-level drill-through for permitted users.

ACTION

Assigned review queue

A visible signal links to its supporting record and owner.

Refresh fails → show the warning

Keep the last successful refresh visible. Missing data does not silently become zero.

Approved sources → validated definitions → role-specific view → accountable action

Illustrative operating model · The metric, data owner and refresh behaviour are agreed before the view is built.

Illustrative brand artwork · Dashboards and reporting

Where it helps

Built around the job your team needs to do

Executive and management reporting

Bring approved sales, finance and operational measures into a concise management view. Include reporting periods, definitions, comparison context and a route back to supporting records.

Sales and revenue dashboards

Connect pipeline, lead sources, sales stages and agreed billing information. Keep revenue, opportunity value and activity measures distinct so the team understands what each number represents.

Marketing performance dashboards

Combine campaign, website and CRM information where access permits. Show acquisition and conversion stages with attribution limits and the freshness of each source visible.

Operations and delivery dashboards

Track backlog, handoff stages, ageing requests and delivery exceptions. Link signals to a record or owned action queue so the dashboard supports day-to-day work.

Finance and cash-flow reporting

Present reviewed finance data using approved periods and definitions. Separate reconciled actuals, forecasts and assumptions, with access suited to the sensitivity of the information.

Client and partner reporting

Create a view for authorised external users where appropriate. Scope identity, tenant or account separation, embedding, download permissions and the ongoing ownership model before building.

What we deliver

A usable system, with a clear operating model

A decision and metric specification

The intended users, questions, measures, calculation rules, reporting periods and responsible data owners.

Connected and prepared data

Agreed source connections, mapping, necessary transformations and checks for missing, duplicated or inconsistent records.

A designed dashboard

Responsive views, filters, drill-through and export requirements selected for the way the audience uses the information.

An operating and access plan

Refresh behaviour, role-based access, failure alerts, maintenance responsibilities and acceptance evidence using agreed examples.

Choose the platform around your operation

Power BI

Suitable when it fits your Microsoft environment and reporting model. We assess semantic models, refresh, gateways, distribution and licences. Where row-level security is used, the relevant roles and workspace permissions are configured and tested.

Looker Studio and Google reporting tools

Useful for suitable Google and marketing reporting environments. We assess connector availability, source freshness, data credentials, viewer access and any paid connector or query costs.

Custom web dashboard or portal

Useful when users need a distinct interface, workflow actions or an external workspace. We scope the database, APIs, authentication, hosting and maintenance rather than assuming every system can connect directly.

Agree the boundaries before the build

The build scope identifies each source, required permissions, refresh expectation and available history. API limits, connector licences, BI capacity, hosting and query costs are considered before the approach is agreed. A dashboard cannot correct a missing source event or expose data your platform does not provide. Data cleanup, a new warehouse or significant historical backfill is priced explicitly when required.

A practical fit for your existing tools

Use the existing BI platform when it fits. A custom web dashboard may suit a specific operational workspace. Platform licences, row-level security and refresh limits are checked in discovery.

From discovery to a dependable handover

Define the decision

Review the audience, existing reports, source systems and example decisions. Agree the measures, access and acceptance checks.

Build and validate

Prepare the data model, develop the views and reconcile representative figures against their authoritative sources.

Release and hand over

Test viewer access, refresh and failure behaviour. Document definitions, ownership and the agreed route for future changes.

A /

A dashboard that opens the supporting work

Example

OPERATIONS / DAILY REVIEW

Agreed reporting period

Team scope

Source freshness visible

OPEN WORK

What is still outstanding?

Definition + supporting records

AGEING REQUESTS

Where has work waited?

Period + stage context

NEEDS REVIEW

Who should act next?

Assigned owner + action

FROM SIGNAL TO SOURCE

SUPPORTING RECORD

OWNER

NEXT ACTION

Client start

Delivery lead

Confirm required information

Change request

Account owner

Review the requested change

Source update

Reporting owner

Investigate the refresh warning

VISIBLE LIMITS

Refresh

Last successful run shown

Missing records

Flagged for review

Measure logic

Definition available

Permitted detail

Inherited from access rules

Illustrative operating model · Example labels and records explain the design; no live figures or client performance are shown.

Across your organisation

A capability that connects teams

The first use case can sit in one department. Shared records, approvals and handoffs are designed with the wider operation in mind.

Marketing & communications Sales & revenue Operations Finance & accounting Customer service Customer success & accounts Procurement & vendors Supply chain & logistics Projects & delivery Leadership & business intelligence Legal, risk & compliance Product & engineering

The details, answered

Questions before you get started

Which service covers a custom dashboard?

This service. We cover data connections, KPI definitions, dashboard design, permissions, refresh and handover. If users also need to edit records or approve work, we can combine reporting with an internal tool or portal.

Can you connect all of our platforms?

We assess each named source. Native connectors, APIs, webhooks or scheduled exports may be suitable. Availability, permissions, history and usage limits determine what can be connected reliably.

Will the dashboard update in real time?

The refresh design depends on the decision and the source. Some data can update frequently; other sources use scheduled refreshes or cached queries. We agree a realistic freshness expectation and show it in the reporting experience.

Who owns the dashboard and its data?

Ownership, tenant access, source accounts and handover are defined in the engagement. Wherever practical, the production setup uses client-controlled accounts, with documentation of connections, licences and operating responsibilities.

The next step

Build a clearer next step for your business

Bring a real example, your current tools and the decision or workflow you want to improve.