BestCRE

Density Review: Privacy-safe occupancy data for workplace decisions

Density pairs private occupancy sensing with useful analytics, giving occupiers credible evidence for workplace planning and portfolio resizing decisions.

77/100Solid PlatformRanked #137 of 400 CRE AI tools scored on the 9AI FrameworkArchitecture & Space Planning

Density is an occupancy sensing and workplace analytics company used by corporate occupiers, workplace strategists and real estate teams. Its role begins after space exists but before leaders decide how much of it they need, how it should be configured or where underuse justifies consolidation. Sensors collect anonymous people counts, while software turns those observations into utilization patterns across rooms, desks, open areas and entrances. That makes Density relevant to portfolio planning, occupancy planning and workplace design, although it is adjacent to core CRE systems rather than a transaction, accounting or building design platform.

The buying case rests on a familiar problem: badge swipes, bookings and employee surveys reveal intent or access, not dependable use of individual spaces. Density gives decision makers another evidence layer by observing actual presence without identifying occupants. Analysis: this can improve confidence when choosing room mixes, comparing locations or testing whether assigned capacity reflects demand. The data still requires interpretation. A low utilization rate can indicate excess space, an unsuitable layout, hybrid work patterns or an operational issue, and the platform cannot determine the cause by itself.

The product range spans Waffle, Open Area and Entry sensors, plus Atlas analytics, workplace applications, live wayfinding and an API. Waffle is positioned as a self-installable radar sensor for rooms, phone booths and desks. Density says it reports counts in bands of zero, one, two or three-plus people, with real-time and historical data. Its compact, powered design and Wi-Fi connectivity reduce deployment friction compared with sensor programs that require extensive wiring, batteries or specialized installation.

BestCRE analysis: Density is a strong occupancy intelligence product for organizations prepared to use measured utilization in real estate governance. Its privacy posture, sensor design and portfolio application are meaningful strengths. The constraints are equally important. Counts are not explanations, workplace policies can change faster than planning cycles, and hardware coverage must be sufficient to support the decision being made. Buyers should run a defined pilot, compare readings with manual observations and establish which portfolio actions will follow before scaling.

What Density Does and How It Works

Density measures how many people occupy selected spaces and sends those observations into software for current and historical analysis. Waffle uses radar and is designed for self-installation in rooms, phone booths and desk settings. Published specifications include an adjustable range of up to 18 feet, dual-band Wi-Fi, powered operation and latency below one second. Its reported output distinguishes zero, one, two and three or more occupants rather than identifying individuals. Open Area and Entry products address broader spatial and threshold-counting requirements. Together, these devices can create a utilization dataset across several layers of a workplace, from an individual booth to a floor entrance.

Atlas is the analytical layer. Workplace teams can examine occupancy and utilization patterns, compare spaces and use the results in planning discussions. Density also presents applications for workplace design, occupancy planning, adaptive cleaning, live wayfinding and Atlas for Workplace. The value comes from connecting time-stamped observations to recognizable space types and locations. A planner can test whether meeting rooms are routinely full, whether large rooms host small groups, or whether certain areas remain unused. Analysis: the most decision-useful metrics are sustained patterns across representative periods, not isolated peaks or a single weekly average.

The API provides real-time and historical access for organizations that want Density data in another system, dashboard or operational workflow. That can support internal business intelligence, wayfinding interfaces or connections with workplace applications. Buyers still need a reliable inventory of spaces, naming conventions and ownership of data governance. Sensor placement, connectivity and physical changes can affect continuity, while unusual events can distort comparisons. Density supplies the measurement and analytical environment, but portfolio recommendations remain a management judgment. A defensible deployment therefore combines technical validation, an agreed measurement window and explicit thresholds for actions such as reconfiguration, cleaning changes or lease-event analysis.

9AI Framework: Dimension by Dimension Analysis

CRE Relevance: 8/10

Score: 8 out of 10. Density addresses a consequential corporate real estate question: how much space is actually being used, when and by how many people. Its outputs can inform occupancy planning, workplace design, consolidation studies and discussions around upcoming lease events. That is more specific to the built environment than generic business intelligence, but the platform remains CRE-adjacent because it does not design buildings, execute transactions or manage leases. Analysis: its relevance is highest when a workplace team has authority to act on the findings and can connect sensor data to portfolio costs and planning decisions. It is lower for owners concerned primarily with investment underwriting, construction delivery or tenant financial performance. The score reflects strong alignment with occupier workflows, tempered by a relatively narrow focus on physical utilization.

Data Quality and Sources: 8/10

Score: 8 out of 10. Density produces first-party observations from installed sensors rather than relying only on reservations, access events or self-reported attendance. Anonymous counting is well suited to utilization analysis because it measures presence while limiting collection of personally identifiable information. Multiple sensor types can also support different spatial contexts. Data quality nevertheless depends on correct placement, network reliability, configuration and adequate coverage. Waffle’s occupancy bands are useful for many planning questions but do not provide an exact count once occupancy reaches three or more people. Analysis: that tradeoff is reasonable for booths, desks and smaller rooms, yet it may constrain analyses requiring precise group sizes. Buyers should validate readings against manual counts, document exclusions and monitor gaps before treating the dataset as a portfolio baseline.

Ease of Adoption: 8/10

Score: 8 out of 10. Waffle’s self-installable, powered design directly addresses two common barriers to occupancy programs: installation labor and battery management. Wi-Fi connectivity and flexible mounting options should make a limited pilot practical for many workplace teams, subject to corporate network approval. The software offers both current and historical views, allowing users to begin with standard analysis before building custom workflows. Adoption still involves more than attaching sensors. Information security review, facilities coordination, communications with employees, space mapping and agreement on metric definitions can slow deployment. Analysis: Density has reduced the physical burden, but organizational readiness remains decisive. A buyer with clean floor and room records can move quickly. A fragmented enterprise with inconsistent naming, restrictive networks or no owner for utilization decisions may find that governance takes longer than installation.

Output Accuracy: 7/10

Score: 7 out of 10. Density publishes concrete Waffle specifications, including occupancy bands, field of view, range and data latency. Those details help buyers match the device to appropriate environments. The privacy-safe approach avoids identity inference, but it also means the system explains how many people are present rather than who they are or why they selected a space. Accuracy in practice will vary with placement, room geometry and the product selected. The vendor does not publish a universal accuracy rate applicable to every installation and space type. Analysis: buyers should avoid treating any sensor claim as a substitute for site validation. A pilot should include representative booths, rooms and open areas, plus manual observations at different demand levels. The score recognizes credible measurement mechanics while reserving judgment on accuracy across diverse real estate conditions.

Integration and Workflow Fit: 8/10

Score: 8 out of 10. Density offers an API with real-time and historical data, which is the key requirement for organizations that want occupancy information outside the vendor interface. Potential destinations include business intelligence tools, workplace applications, wayfinding experiences and internal portfolio dashboards. Density also offers its own Atlas applications, so a buyer does not need to create every analytical view from scratch. The harder integration issue is semantic rather than technical: sensor identifiers must map correctly to buildings, floors, rooms and space types used elsewhere. Analysis: the API makes Density more adaptable than a closed sensor product, but buyers should confirm authentication, rate limits, retention, export formats and connector responsibility during procurement. Public information does not establish a complete list of supported third-party CRE platforms, so specific integrations should be demonstrated before contract signature.

Pricing Transparency: 9/10

Score: 9 out of 10. Density publishes unusually specific Waffle pricing. The sensor is listed at $229 per unit. Software for rooms and phone booths is listed at $8 per unit per month when billed annually, while desk software is listed at $2.50 per unit per month on the same billing basis. An All Spaces option is listed at $15 per unit billed monthly, and large-volume buyers are directed to contact the company. This transparency gives buyers a credible starting point for pilot budgeting and comparison. It does not establish the complete cost of every Density product, deployment or enterprise service. Open Area, Entry, advisory work, networking effort and negotiated volume terms may require a quote. Analysis: the score reflects clear entry pricing, with one point withheld because total enterprise cost still depends on scope.

Support and Reliability: 6/10

Score: 6 out of 10. Density provides a help center and publishes support-related resources, including a service level agreement and support policy. It also offers advisory services, which may help customers translate utilization data into workplace design or occupancy decisions. However, the vendor does not publish enough detail to assess the typical quality, speed or depth of implementation support across customer tiers. Public pricing does not clarify which onboarding, training or account-management services are included with each software option. Analysis: support requirements will differ sharply between a self-installed room pilot and a portfolio deployment involving multiple networks, sensor types and business systems. Buyers should negotiate response targets, replacement procedures, installation responsibilities, data-quality monitoring and named escalation paths. The score is neutral-positive because support infrastructure is visible, but independently verifiable service performance is not sufficiently published.

Innovation and Roadmap: 8/10

Score: 8 out of 10. Density’s strongest innovation is not people counting alone, which is an established category, but the combination of privacy-safe sensing, compact hardware, self-installation and immediate analytical access. Waffle’s radar approach and powered design target practical deployment constraints that have limited the scale of earlier workplace sensor programs. The availability of real-time and historical data through both applications and an API broadens the product beyond a stand-alone counter. Analysis: this is useful product engineering directed at adoption economics, privacy and operational maintenance. The occupancy bands also illustrate a deliberate tradeoff between detailed counting and a simpler use case. Density does not eliminate the need for planning judgment, and artificial intelligence is not the core source of value. The score reflects differentiated execution in occupancy intelligence rather than a wholly new category.

Market Reputation: 7/10

Score: 7 out of 10. Density is a venture-backed company with a recognizable position in occupancy sensing and workplace analytics. Its product range, public technical materials, trust resources and direct pricing for Waffle indicate a more established commercial offering than an early prototype. The vendor also operates in a competitive market where buyers can compare its approach with VergeSense, Occuspace and broader workplace platforms. Density does not publish enough current information to verify total customers, installed sensor count, revenue, profitability or customer retention, so those measures should not be inferred. Analysis: the company appears credible enough for an enterprise pilot and formal procurement review, but market standing should be validated through recent references matching the buyer’s scale and use case. The score recognizes category visibility while avoiding assumptions about undisclosed operating performance.

9AI Score CardDensity
77
77 / 100
Solid Platform
Occupancy Analytics
Density
Density combines anonymous people-counting sensors, historical utilization analytics and APIs to help workplace teams plan offices using observed demand rather than assumptions.
9 Dimensions, Scored 1 to 10
1. CRE Relevance
8/10
2. Data Quality & Sources
8/10
3. Ease of Adoption
8/10
4. Output Accuracy
7/10
5. Integration & Workflow Fit
8/10
6. Pricing Transparency
9/10
7. Support & Reliability
6/10
8. Innovation & Roadmap
8/10
9. Market Reputation
7/10

Who Should Use Density

Density is best suited to corporate occupiers with a meaningful office portfolio, hybrid attendance patterns and an active decision calendar. Workplace strategy, facilities and corporate real estate teams can use it when evaluating room mix, desk supply, floor consolidation or renewal options. The strongest buyer has a specific hypothesis, such as whether large conference rooms are being consumed by small groups, and a defined action if the evidence supports it. Organizations that need anonymous counts rather than employee-level monitoring should also find the privacy model attractive.

It also suits operators seeking real-time inputs for wayfinding or occupancy-informed services, provided they can maintain reliable connectivity and space records. Smaller organizations may find Waffle’s published entry pricing and self-installation approachable for a focused deployment. Analysis: the ideal customer is not simply data curious. It has an executive sponsor, a representative measurement period and authority to change layouts, operating schedules or portfolio commitments. Teams approaching a lease event can gain particular value if installation occurs early enough to observe normal demand before options must be decided.

Who Should Not Use Density

Density is not the right primary system for owners or investors seeking underwriting, leasing, accounting, construction management or asset valuation. It measures use of physical space but does not replace a lease administration platform, integrated workplace management system or architectural design application. Organizations looking for individual attendance records should also choose another approach, since anonymous counting is a deliberate product characteristic.

Buyers should hesitate if they lack a decision tied to the data, cannot obtain network approval or cannot maintain an accurate space inventory. A few sensors installed only in convenient locations may produce an unrepresentative view that is weaker than a disciplined manual study. Analysis: companies with highly volatile attendance, frequent physical reconfiguration or very small offices may struggle to recover the operating effort unless the deployment supports a concrete planning or service outcome. Exact headcounts above Waffle’s highest occupancy band may require a different Density sensor or another measurement method.

Pricing and ROI Analysis

Density publishes Waffle hardware and software pricing, which supports preliminary budgeting without a sales call. A sensor costs $229. Annual-billing software is listed at $8 per room or phone booth each month and $2.50 per desk each month. The All Spaces plan is listed at $15 per unit when billed monthly. Large-volume orders require direct contact. Pricing for the broader Open Area and Entry products, advisory services and enterprise deployment is not fully published, so buyers should request an itemized quote covering installation, replacements, software, data retention, support and integrations.

Analysis: consider a pilot with 20 room sensors using the annually billed room plan. Hardware would total $4,580, and the first year of software would total $1,920, producing a first-year product cost of $6,500 before tax, networking, labor or professional services. If the resulting evidence prevents one unnecessary room build, supports a floor consolidation or improves a material lease decision by more than that amount, the pilot has paid for itself. That is a decision test, not a promised return. Buyers should define the financial action and required confidence level before deployment.

Integration and CRE Tech Stack Fit

Density can fit beside an integrated workplace management system, reservation platform, business intelligence environment or internal real estate data warehouse. Its API exposes real-time and historical occupancy information, while Atlas supplies native analysis for teams that do not want to build every dashboard. A practical architecture maps each sensor to the same building, floor, room and space identifiers used by the rest of the CRE stack.

Buyers should test more than data transfer. They should verify refresh timing, history availability, authentication, export controls and the behavior of mappings when rooms are renamed or reconfigured. Public information does not confirm every connector or implementation pattern, so a claimed integration should be demonstrated using the buyer’s systems. Analysis: Density is most valuable as an observed-use layer. Reservations show planned demand, badges indicate access and lease systems show obligations. Combining those records can explain portfolio performance better than any source alone.

Competitive Landscape

VergeSense is the closest broad alternative for buyers comparing workplace occupancy intelligence, sensor coverage and portfolio analytics. Occuspace is another direct option, particularly where customers want occupancy measurement across larger areas with a different sensing architecture. Density distinguishes itself through privacy-safe devices, multiple sensing formats and Waffle’s self-installation and published pricing. A structured evaluation should compare accuracy in representative rooms, deployment labor, network requirements, analytical workflows and total multi-year cost.

Occupier competes at a different layer. It focuses more heavily on lease administration, transaction management and portfolio workflows, making it more appropriate when the main problem is obligations and real estate process rather than physical-use measurement. Eptura offers a broader workplace and asset-management suite and may suit buyers seeking reservations, facilities workflows and portfolio capabilities from fewer vendors. Density can complement either type of platform if occupancy observations can be mapped cleanly into the wider data model.

Autodesk Forma, TestFit, qbiq, Snaptrude, Motif, LightTable and ArchiLabs address planning or design workflows more directly. They can help generate, test or communicate spatial options, while Density supplies evidence about how existing space performs. Analysis: buyers should not frame these as perfect substitutes. The choice depends on whether the immediate bottleneck is measuring current use, administering the portfolio or producing a future design.

The Bottom Line

Buy Density when an upcoming portfolio or workplace decision requires defensible evidence about actual occupancy, and when the organization is prepared to act on the findings. Start with a representative pilot, validate sensor results against manual observations and connect the measurement period to a lease, design or operating decision. The published Waffle pricing makes that first test easier to budget than many enterprise sensor programs.

Do not buy it merely to create another dashboard. Density’s measurements become valuable only when combined with accurate space records, cost data and accountable decision making. BestCRE analysis: the product ranks as a strong choice for privacy-conscious occupiers that want scalable occupancy evidence, especially where self-installation matters. Buyers requiring exact counts in every setting, extensive lease workflows or architectural generation should evaluate complementary products or alternatives before committing.

About BestCRE

BestCRE.com is the definitive authority on commercial real estate AI, analysis, and investment intelligence. Every article advances the platform’s mission to help CRE professionals identify, evaluate, and adopt the best tools and strategies in the industry. We benchmark platforms using the 9AI Framework so CRE leaders can compare tools with clear evidence. Explore the category map at 20 CRE sectors for deeper coverage across the CRE stack.

Frequently Asked Questions

What is Density occupancy software?

Density is a workplace occupancy sensing and analytics platform. Corporate real estate, facilities and workplace teams install its sensors in entrances, open areas, rooms, phone booths or desk settings, depending on the product. The resulting anonymous people counts feed software that shows current and historical use. Teams can use those patterns to evaluate room mix, desk demand, workplace services and potential portfolio changes. Density is not a lease administration, architectural design or employee-tracking system. Its core role is to provide observed evidence about how physical space is used. Analysis: it is most valuable when a buyer has a defined real estate decision and enough representative coverage to support that decision.

How does Density compare with VergeSense and Occuspace?

Density, VergeSense and Occuspace all help organizations measure workplace occupancy, but their sensor architectures, installation models, spatial coverage and analytical experiences differ. Density offers Entry and Open Area products plus Waffle, a powered radar sensor designed for self-installation in rooms, phone booths and desk environments. Waffle reports anonymous occupancy bands and supplies real-time and historical data. Buyers should compare each platform in representative spaces rather than selecting from a feature sheet. Test counting performance, network approval, installation labor, maintenance, privacy review, API access and multi-year cost. Analysis: Density is especially compelling when compact hardware, anonymous measurement and a low-friction room-level pilot are priorities. Another vendor may fit better where area-level coverage or an existing enterprise relationship dominates.

How much does Density cost?

Density publishes pricing for Waffle but not a complete price schedule for every product and service. Waffle hardware is listed at $229 per sensor. Software for rooms and phone booths is listed at $8 per unit per month when billed annually, and desk software is listed at $2.50 per unit per month on the same billing basis. An All Spaces option is listed at $15 per unit billed monthly. Large-volume orders require direct contact. Pricing for Open Area sensors, Entry sensors, advisory services and some enterprise requirements is not fully published. Buyers should ask for a complete quote that identifies hardware, subscriptions, installation, support, replacement terms, retention and integration costs.

Who should use Density occupancy sensors?

Density best suits corporate occupiers, workplace strategy teams, facilities leaders and real estate groups managing hybrid offices or material space commitments. Strong use cases include evaluating meeting-room mix, measuring booth and desk demand, testing workplace changes, informing consolidation and supplying live occupancy data to wayfinding or operational applications. Privacy-conscious organizations may prefer its anonymous counting approach to camera-based or identity-linked attendance systems. Analysis: the best buyer has a clear question, a representative deployment plan and authority to act on the answer. It is less suitable as a primary tool for investment underwriting, lease accounting, construction management or architectural generation. Small organizations should confirm that the expected decision value exceeds the effort of maintaining sensors and data.

Will Density become more useful as hybrid work evolves?

Density could become more useful as workplace demand remains variable because periodic surveys and badge records do not fully describe how individual spaces perform. Real-time and historical occupancy data can help teams revisit assumptions as attendance patterns, policies and layouts change. Future value will depend on how well Density connects observations with reservations, portfolio costs, service workflows and planning tools. The vendor already offers an API and applications spanning analytics, wayfinding and occupancy planning, providing a foundation for those connections. Analysis: the important development is not simply more automation or more charts. It is whether the platform helps customers move from counts to repeatable decisions, while maintaining privacy, data quality and manageable deployment costs across a portfolio.

Related Reviews

Compare Density with other tools BestCRE has scored in the same category: Autodesk Forma, TestFit, qbiq. Explore more CRE AI tool reviews in our Best CRE AI Tools directory. For sector-specific analysis and market intelligence, visit our 20 CRE Sectors hub.

Explore All 20 CRE Sectors

400+ AI tools reviewed through the 9AI Framework across every discipline in commercial real estate.

Browse the Sectors
Continue Reading

Related Analysis

PRIME 7.00%FED FUNDS 3.88%5-YR UST 5.00% ▼10-YR UST 5.21% ▼SOFR 30D 3.87%Updated Oct 15, 2026
Talk to a CRE Capital Advisor
Sizing a deal? | Curated capital network Tell Us About Your Deal (307) 439-0410