[ TL;DR ]
Each business has a managing director, a P&L and its own view of performance. At group level, the questions change: which businesses deserve more investment, where is profit weakening, and what should we learn from the strongest performers? Collecting reports is only the beginning of answering them.
CSM builds AI Group Commercial Intelligence systems to bring that evidence together. We connect agreed commercial sources across operating businesses and organise them around the group’s structure, measures and priorities. Leaders gain a shared view with the detail needed to understand each business underneath it.
AI agents study the connected information, highlight discrepancies and prepare areas for investigation. Their work gives management a starting point for asking better questions, checking explanations and deciding what deserves attention. Business leaders contribute the operating context behind the figures.
The value is a more informed way to run the group: less repeated reporting work, earlier visibility of emerging issues and a clearer basis for deploying capital and management time. Successful approaches become easier to examine and adapt elsewhere, with local differences kept in view.
• See the whole: connect business performance to the group’s priorities.
• Focus attention: investigate material changes and conflicting signals.
• Build on evidence: back decisions with a clearer commercial position.
[ THE CHALLENGE ]
Every business reports. The group still has unanswered questions.
A group can look healthy in aggregate while one business loses margin, another struggles to collect cash and a third lacks the capacity to meet demand. The total gives leadership a position. It does not explain where that position is coming from or what to do next.
Different systems deepen the problem. Teams use their own definitions, reporting periods and spreadsheets. Group finance assembles the pack; the board then asks questions that require another round of requests to individual businesses. By the time the explanation arrives, the underlying position may have moved.
In a private-equity-backed group, this also tests whether the investment thesis is translating into operating progress. The commercial cost extends beyond reporting effort. Resources can follow last year’s allocation, persuasive local narratives or the largest revenue contributor. A promising business can be overlooked while emerging weaknesses remain buried in the group total.
CSM knows the operating reality of a holding structure. Our own group included Evolve Marketing, Untold Creative and Evolve IT Systems, each with its own P&L. That experience shapes the problem we address: leadership needs the detail to make decisions for the whole group while understanding the distinct businesses within it.
[ WHAT CSM BUILT ]
One commercial view, with every business still visible
We build a shared intelligence system around the group’s actual structure. Agreed information from finance, sales, marketing and operations is connected so leadership can examine performance across businesses, brands or locations and return to the relevant detail when a question arises.
The foundation is a consistent reporting basis. Common measures sit alongside the local indicators that explain each business. Targets, approved business rules and management knowledge give the agents context for studying the data and preparing useful analysis.
Agents flag discrepancies and movements that warrant investigation. They help organise the evidence behind a question: whether growth is commercially useful, where performance differs from plan, and which businesses need a closer look. Leadership reviews the findings with the people responsible for the underlying operation.
The system is custom to the group. A holding company with varied service businesses needs a different view from a group of comparable locations. The shared foundation supports both, giving the board a coherent position without flattening differences that matter to its decisions. New acquisitions can enter the same reporting framework as their sources and definitions are agreed.
[ FROM GROUP QUESTION TO COMMERCIAL DECISION ]
“Which business should receive our next investment?”
At CSM, marketing, creative and IT businesses sat within a holding structure. Their separate P&Ls illustrate why group leaders need to understand different commercial models. Here is how we apply that group perspective to a recurring leadership question: where should the next investment go?
01
Start with the decision. Leadership asks where additional resources could do the most useful work. Establish the objective: profitable growth, stronger delivery capacity or addressing a commercial weakness. A request for funding needs to be considered against the group’s direction.
02
Prepare the business positions. Bring together the agreed financial and commercial information for each business. Compare progress against its own plan before comparing it with others. Separate established performance from forecasts and the assumptions behind the next opportunity.
03
Surface the questions. Agents study the connected picture and flag discrepancies for review. Leadership can examine whether a strong sales narrative is supported by the financial position, or whether an apparent weakness reflects reporting differences that need resolving.
04
Investigate with the local team. The relevant business leader explains the operating context and checks the evidence. Group leadership tests the proposed response, the resources required and the trade-offs for other businesses. Unanswered questions stay visible rather than becoming confident conclusions.
05
Make and revisit the decision. The authorised leadership team decides what to support and what evidence it expects next. Subsequent reviews return to that commercial rationale, so the group can assess whether its decision remains justified as circumstances change.
The output is a clearer recommendation about where to act, supported by the businesses’ evidence and management’s judgement.
[ TURNING SIGNALS INTO USEFUL INVESTIGATION ]
Give leadership a pulse on the group between reporting cycles
Commercial intelligence becomes useful when it directs attention to a question worth answering. A discrepancy might reveal an operating problem, a timing difference or an issue in the data itself. We build the analysis around those distinctions, so management can investigate before deciding how to respond.
01
Study changes in context. Agents examine the connected information against the agreed measures and priorities. The question is what has changed for that business, over the relevant period, and whether the movement matters to the group’s commercial position.
02
Bring conflicting signals together. A positive headline deserves scrutiny when other evidence points elsewhere. Leadership needs to see the disagreement clearly, rather than receiving separate reports that each appear reassuring when read alone.
03
Check the reporting basis. Confirm that periods, definitions and source coverage support the comparison. An acquisition, a changed allocation or a missing update can alter the picture. The investigation should establish whether the signal reflects the business or its reporting.
04
Prepare the question for its owner. Bring the relevant evidence to the person who understands the operation. Agents can organise the analytical work; the business leader explains local conditions, checks the proposed interpretation and identifies what needs further investigation.
05
Decide the next action. Management determines whether to intervene, request more evidence or continue monitoring. Commercial materiality and the group’s priorities guide that choice. A flagged movement is an invitation to investigate, not a diagnosis by itself.
This creates a repeatable route from information to attention to action, helping leadership maintain a better understanding of the businesses between formal reviews.
[ REVIEW AND ACCOUNTABILITY ]
Clear evidence. Local context. A named decision-maker.
Group oversight works when responsibility remains clear. The shared view needs to withstand challenge from finance, operating leaders and the board. We shape each system around the review responsibilities and access rules required for the group’s information and decisions.
01
Validate the basis. Finance and source owners check the relevant periods, definitions and completeness. They review internal trading and cost allocations where these affect the position. An intelligence view supports management analysis; statutory consolidation follows the group’s accounting process and approved financial treatment.
02
Challenge the interpretation. Operating leaders check the evidence against what is happening locally. Distinguish a finding from a possible explanation, and current information from a forecast. AI-prepared analysis needs a reviewer who understands the business and can recognise an unsupported conclusion.
03
Confirm responsibility and access. The relevant leader decides the response and who needs the information. Group oversight does not require unrestricted access for every subsidiary. Reporting and investigation should respect the agreed boundaries around commercially sensitive information.
The result is a clearer conversation about performance and action. Leadership can establish what is known, what needs checking and who is responsible for the next step. The system prepares the work around that responsibility, helping the group act with a more reliable understanding of its position.
[ LEARNING ACROSS THE GROUP ]
Find what works. Understand why. Apply it where it fits.
A group has a valuable advantage: several businesses generating experience at the same time. That advantage is difficult to use when commercial knowledge stays inside individual teams or disappears into reporting folders. Connected intelligence makes the evidence easier to examine across the group.
Leadership can identify a strong performer, investigate the reasons and ask whether the approach could help another business. The useful lesson might concern how demand becomes sales, how work is delivered or how the commercial position is reviewed. Management checks the explanation before treating it as a repeatable practice.
Local differences remain essential. A mature business, a recent acquisition and an expanding location may have different priorities and cost structures. The same reasoning discipline can apply across them: define the objective, examine the evidence, challenge the explanation and review the outcome. Their targets need not be identical.
This gives the group a more useful learning process. Teams can build on evidence already available within the organisation, adapt the approach to their circumstances and assess whether it works. Trial and error becomes more focused, with clearer assumptions and a better basis for the next decision.
The group’s knowledge becomes easier to use beyond the people who first developed it, supporting continuity as leadership, teams and the portfolio change.
[ RESULTS ]
A clearer basis for running the whole group
The commercial outcome we build towards is a leadership team that can see the group’s position, understand the businesses behind it and make a more informed choice about where to act. The benefits follow from connecting the information and preparing the analytical work around that decision.
Less work assembling the position
Connected sources reduce repeated collection and reworking of separate business updates. Group teams can spend more of the reporting cycle checking the explanation and supporting decisions, rather than rebuilding the same underlying picture for each meeting.
Better focus for leadership
Prepared signals and visible discrepancies help management direct attention to the areas that warrant investigation. The group view retains the detail needed to understand a local issue, so a reassuring overall result does not end the enquiry prematurely.
Stronger use of group resources
A clearer commercial position supports decisions about capital, management time and shared expertise. Leadership can examine competing priorities, learn from other businesses and revisit its choices as the evidence changes, reducing reliance on repeated assumptions.
We agree the measures of success with each group, starting with its reporting effort, usefulness of the findings and the decisions that follow. Its own baseline provides the basis for assessing improvement, so the commercial case is grounded in what changes within the businesses.