Monetary companies organizations depend on a rising mixture of office applied sciences, together with badge entry programs, office reservation platforms, customer administration instruments, amenities programs, and collaboration platforms. The problem is that these programs usually function independently, making it troublesome to achieve a whole view of how workplaces are getting used.
For banks, insurers, and different monetary establishments, fragmented knowledge can restrict visibility throughout actual property, amenities, and safety capabilities. CRE leaders might even see bookings however not precise occupancy, amenities groups might lack perception into how utilization impacts service demand, and safety knowledge might stay disconnected from office analytics.
This problem is widespread. Eptura’s 2025 Office Index discovered that two-thirds of organizations use between six and 40 office options, creating important knowledge fragmentation.
On the similar time, AI is shifting from experimentation to operational decision-making. Microsoft’s newest Work Development Index discovered that almost half of Copilot utilization now helps evaluation and decision-making, whereas analysis from MIT’s Undertaking NANDA suggests many AI initiatives fail as a result of organizations can not present dependable, linked, and ruled knowledge.
As monetary companies companies pursue Microsoft’s Frontier Agency imaginative and prescient, the main focus is shifting from deploying extra know-how to connecting present office, operational, and safety knowledge. Creating that trusted basis offers leaders and AI programs the context wanted to make smarter selections, enhance effectivity, strengthen compliance, and improve office experiences.
Key takeaways
- Disconnected office, operational, and safety programs restrict visibility throughout complicated monetary companies portfolios
- AI readiness more and more relies on trusted office knowledge fairly than further AI instruments
- Linked knowledge improves portfolio planning, worker expertise, compliance, and operational efficiency
- Microsoft and Eptura assist organizations join office info with instruments workers already use every single day
- Turning into an AI-powered group begins with constructing a trusted workplace-data basis
Why monetary companies companies can now not afford disconnected office knowledge
Monetary companies organizations function a number of the most complicated office environments on the planet. A single establishment might handle headquarters, regional workplaces, buying and selling flooring, operations facilities, customer-facing areas, and specialised amenities distributed throughout a number of areas.
Accountability for office efficiency spans a number of departments. CRE groups handle portfolios and area technique. Amenities groups oversee constructing operations. Safety groups handle entry and governance. IT helps digital office infrastructure, whereas HR influences office insurance policies and worker expertise.
Traditionally, every perform adopted know-how to resolve its personal challenges. Over time, that created office ecosystems that always embrace:
- Badge and entry management programs
- Customer administration platforms
- Desk and room reserving software program
- Asset administration programs
- Amenities and upkeep platforms
- Occupancy applied sciences
- Microsoft Groups, Outlook, and collaboration instruments
- Area and portfolio administration programs
Every platform offers beneficial info. The problem emerges when leaders try and reply questions that require info from a number of programs.
A reservation platform might present 500 desk bookings, whereas badge data point out considerably fewer workers entered the constructing. Upkeep data might reveal recurring points on a selected ground, whereas occupancy info reveals that very same ground persistently experiences the best visitors ranges.
Individually, every system tells a part of the story. Collectively, they supply operational context.
That context is turning into more and more vital. Office Index analysis discovered desk bookings elevated 33% 12 months over 12 months, customer volumes practically doubled over three years, and lots of organizations proceed rising expectations for in-office attendance.
The problem is now not gathering office knowledge. Monetary companies leaders must make that info work collectively.
Why AI readiness has turn out to be a office knowledge problem
Many organizations assume AI success relies upon totally on choosing the appropriate platform, assistant, agent, or mannequin.
More and more, the true problem is making certain AI has entry to dependable organizational context.
Microsoft’s 2026 Work Development Index discovered that 67% of staff imagine organizational readiness, together with governance, administration assist, processes, and infrastructure, determines whether or not AI delivers worth. Solely about one in 5 organizations mix efficient AI expertise with organizational readiness.
The findings align intently with office know-how traits. Eptura analysis reveals that many organizations function throughout giant numbers of disconnected office programs, producing fragmented knowledge that limits visibility.
The implication is simple: AI can solely act on the knowledge it receives.
If office, customer, safety, amenities, area, and occupancy knowledge stay fragmented, AI inherits that fragmentation. If the knowledge is incomplete or inconsistent, AI can solely present incomplete solutions.
For monetary companies companies pursuing Frontier Agency methods, AI readiness more and more relies on workplace-data readiness.
How linked office intelligence helps the Frontier Agency mannequin
Microsoft describes Frontier Companies as organizations that mix AI, automation, and human experience to rework how work will get executed.
For office leaders, that evolution begins with context.
A office AI assistant can not present an correct view of utilization if it solely sees reservations. It can not optimize upkeep schedules if upkeep knowledge and occupancy info by no means intersect. It can not precisely forecast office demand if badge data, bookings, customer knowledge, and area info stay disconnected.
Linked office intelligence creates context.
Based on Microsoft’s AI readiness analysis, AI hardly ever fails due to reasoning limitations. Extra usually, it struggles as a result of organizations can not present trusted, linked info. Office knowledge provides a lot of that lacking context, capturing not solely what was deliberate but additionally what truly occurred throughout buildings, folks, property, and companies.
When organizations join operational indicators, they acquire new capabilities. CRE groups can evaluate bookings with precise attendance. Amenities leaders can align upkeep exercise with occupancy patterns. Office strategists can establish the place hybrid insurance policies create congestion or underutilization. Safety groups can higher perceive office exercise throughout areas.
These connections additionally create the inspiration for automation and agentic AI.
Organizations gaining the best worth from AI are sometimes not those deploying the biggest variety of instruments. They’re those able to supplying these instruments with trusted enterprise context.
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4 advantages of connecting office, operations, and safety knowledge
Higher office decision-making
CRE and office leaders commonly want solutions to questions that decide portfolio technique:
- How a lot area do we’d like?
- Which areas are underperforming?
- When are workers truly coming into the workplace?
- The place ought to we make investments subsequent?
Linked knowledge helps change assumptions with proof.
Reservation knowledge reveals worker intent. Badge exercise confirms attendance. Occupancy info reveals precise utilization. Area knowledge offers capability context. Analytics reveal long-term patterns.
Collectively, these indicators assist leaders forecast demand, refine hybrid methods, optimize portfolios, and make extra assured funding selections.
Analysis mentioned in Microsoft’s and Eptura’s AI-readiness framework additionally means that attendance alone is an incomplete measure of office effectiveness. Badge swipes might point out presence, however not collaboration, utilization, worker expertise, or operational outcomes. The strongest selections emerge when leaders consider a number of indicators collectively fairly than counting on a single metric.
Improved compliance and threat administration
Visibility has further significance in monetary companies as a result of workplaces function inside tightly managed threat and governance environments.
Organizations usually want to know who accessed amenities, which guests had been onsite, whether or not office insurance policies had been adopted, and the way bodily office exercise aligns with compliance necessities.
Customer administration offers a powerful instance of the worth of linked office knowledge. In lots of organizations, a customer journey begins when an worker schedules a gathering. When customer, office, collaboration, and access-control programs are linked, organizations can robotically provoke customer registration, set off identity-verification necessities, handle arrival workflows, provision entry permissions, notify hosts, and generate audit data.
As a substitute of treating customer administration as a standalone reception course of, companies can create an end-to-end workflow connecting assembly scheduling, constructing entry, compliance necessities, safety controls, and office operations. This creates a extra constant expertise for visitors whereas supporting the reporting, auditability, and governance necessities frequent in monetary companies.
For executives, the target isn’t merely gathering extra info. It’s making certain office selections are primarily based on constant, accessible, and reliable knowledge.
Enhanced worker and customer experiences
Workers hardly ever take into consideration office know-how structure.
They discover outcomes.
Can they discover a workspace close to colleagues? Can they reserve the appropriate room? Can they see when teammates will likely be onsite? Can guests transfer via reception effectively?
Each one in all these experiences relies on info flowing between office programs.
More and more, these workflows happen contained in the instruments workers already use every single day. As Microsoft Locations turns into extra broadly out there throughout Microsoft 365, workers can coordinate workplace days, find teammates, uncover applicable workspaces, reserve desks, and entry office companies straight via Outlook, Groups, and Locations.
Linked office ecosystems assist organizations floor correct office info wherever workers work. Moderately than forcing customers into separate functions, office knowledge will be synchronized throughout Groups, Outlook, Locations, and different Microsoft experiences. This reduces friction for workers whereas bettering adoption and office visibility.
It additionally creates extra dependable office indicators. Reservation exercise, attendance info, desk check-ins, and work-location preferences can reinforce each other, serving to organizations transfer past easy reserving counts to know how workplaces are literally getting used.
For monetary companies companies competing for expertise and inspiring purposeful workplace attendance, that consistency issues. Worker expertise more and more relies on operational programs working collectively behind the scenes.
Larger operational effectivity via automation
Disconnected programs create administrative work.
Groups export reviews. Info is reconciled manually. Information is cleaned and in contrast. Departments change spreadsheets earlier than selections will be made.
Many organizations successfully pay an integration tax for fragmented office know-how environments.
Linked programs cut back that burden.
Upkeep groups can prioritize extremely utilized areas. Office platforms can launch unused reservations robotically. Customer workflows can set off entry permissions. Portfolio dashboards can replace repeatedly as a substitute of counting on guide reporting cycles.
Linked workflows can even get rid of guide coordination between departments. A office reservation can robotically set off room preparation, catering requests, AV setup, amenities tickets, customer registration, and compliance monitoring. As a substitute of a number of groups performing impartial processes, a single office occasion can provoke downstream operational workflows robotically.
For monetary companies companies commonly internet hosting shopper conferences, government briefings, and controlled interactions, these linked workflows enhance operational consistency whereas decreasing administrative overhead.
Agentic AI expands these alternatives additional. Moderately than merely surfacing info, AI can establish patterns, advocate actions, and provoke workflows whereas workers stay chargeable for oversight and decision-making.
Why AI is accelerating demand for linked office ecosystems
AI is elevating expectations for office know-how whereas concurrently exposing weaknesses in present knowledge environments.
An AI system is just as helpful as the knowledge it might probably entry.
If occupancy, upkeep, customer, safety, asset, and area knowledge stay remoted, AI sees fragments of the office fairly than the entire working atmosphere.
This helps clarify why integration has turn out to be an AI technique as a lot as a office know-how technique.
AI wants trusted office knowledge, not merely extra knowledge
A standard false impression is that AI initiatives require extra knowledge.
In actuality, they require knowledge AI can belief.
Based on Microsoft’s and Eptura’s AI-readiness framework, AI-ready office knowledge shares 5 traits: it’s linked, behavioral, well timed, ruled, and contextual. Organizations should join info throughout areas, property, folks, guests, bookings, and operational programs. Information ought to mirror precise office exercise, stay present sufficient to assist selections, function inside clear governance controls, and supply enterprise context fairly than remoted metrics.
Linked office knowledge additionally allows extra sensible AI use instances. Workers can use natural-language queries to seek out out there workspaces, establish colleagues who plan to be onsite, coordinate staff attendance, or reserve desks via acquainted instruments resembling Microsoft Copilot, Groups, and Outlook. Amenities leaders can examine upkeep backlogs and service-demand traits, whereas office strategists can consider portfolio situations and utilization patterns with out manually assembling knowledge from a number of sources.
These outcomes are attainable as a result of AI has entry to linked office indicators as a substitute of remoted datasets. The worth comes from combining collaboration context and office context so AI can perceive not solely how workers plan work, but additionally how workplaces truly function.
What a linked office seems to be like in apply
A linked office creates an ecosystem the place info can transfer freely between worker experiences, operations, safety capabilities, analytics platforms, and AI programs.
One helpful method to consider that ecosystem is thru 4 interconnected layers:
- Office expertise: Desk reserving, room reservations, office companies, worker journeys, and customer administration.
- Office operations: Amenities administration, upkeep, asset administration, service supply, and area administration.
- Safety and compliance: Entry management, customer data, governance, audit necessities, and reporting.
- Intelligence and AI: Analytics, automation, predictive insights, and AI-powered choice assist.
Every layer turns into extra beneficial when it might probably draw context from the others.
The Microsoft and Eptura method to the linked office
For a lot of monetary companies organizations, Microsoft know-how is already embedded in how workers talk, schedule conferences, collaborate, and coordinate workdays.
Microsoft Locations is more and more turning into the expertise layer for office coordination, serving to workers see the place colleagues plan to work, uncover out there areas, schedule workplace attendance, and navigate hybrid work via Microsoft 365. Groups Rooms helps collaboration throughout bodily and digital environments, Copilot brings AI into on a regular basis workflows, and Microsoft Cloth and Energy BI assist enterprise analytics.
Eptura extends this atmosphere with office, customer, asset, amenities, and area intelligence.
Eptura’s position is more and more that of a workplace-data layer. Office and area info will be maintained in a centralized system of file and synchronized throughout Microsoft environments via Microsoft Graph. This helps organizations keep away from sustaining duplicate office data whereas making certain workers entry constant info whether or not they’re reserving rooms in Outlook, coordinating attendance via Locations, collaborating in Groups, or viewing analytics via Energy BI and Cloth.
This method helps what many monetary companies organizations want most: a single supply of fact for office info. Flooring plans, room capacities, office sources, office insurance policies, customer workflows, and operational knowledge can stay synchronized throughout Microsoft surfaces whereas sustaining governance and management.
The broader worth isn’t any particular person integration. It’s the capacity to attach bodily office operations with the digital office workers already use every single day.
When office context and work context come collectively, organizations acquire higher visibility for decision-makers, much less friction for workers, improved governance for safety groups, and stronger foundations for AI-powered decision-making.
Linked knowledge is turning into a aggressive benefit
Monetary companies organizations would not have a scarcity of office know-how. In lots of instances, the larger problem is popping years of know-how funding into an ecosystem that gives a constant view of individuals, areas, property, guests, office companies, and operations.
Linked knowledge adjustments what these programs can ship.
CRE leaders acquire a clearer understanding of utilization. Amenities groups can align companies with demand. Safety and compliance groups acquire stronger visibility into office exercise. Workers encounter fewer disconnected processes. AI positive aspects the context required to maneuver past remoted help towards clever workflows.
Microsoft’s imaginative and prescient for office coordination and AI more and more relies on linked office info. The organizations gaining the best worth from applied sciences resembling Microsoft Locations, Copilot, Cloth, Groups, and Outlook are usually not essentially deploying extra know-how. They’re constructing trusted workplace-data foundations that join folks, area, operations, guests, and safety processes.
For monetary companies companies, that basis is turning into a aggressive benefit. When office info is linked, it turns into simpler to coordinate hybrid work, enhance compliance, streamline operations, optimize portfolios, and assist AI-powered decision-making from a single supply of fact.
As organizations pursue Frontier Agency methods, the strongest basis is not going to essentially come from including one other software. It is going to come from connecting the knowledge they have already got and making it out there wherever workers, leaders, and AI want it.
See how Microsoft and Eptura are serving to monetary companies organizations turn out to be Frontier Companies
Be a part of Microsoft and Eptura at Microsoft London on September 9, 2026, for Main the Frontier: Reimagining the Office with Microsoft & Eptura.
The chief occasion will discover how AI-powered, linked workplaces are reshaping monetary companies, with classes overlaying Microsoft Locations, Groups Rooms, Copilot, office analytics, agentic AI, office knowledge technique, and linked operations.
See how monetary companies organizations can transfer from fragmented programs to AI-ready office ecosystems designed to enhance decision-making, operational efficiency, compliance, and worker expertise.
Register for Main the Frontier: Reimagining the Office with Microsoft & Eptura


