Side-by-side compare
Up to 3 solutions, scored on the same value metrics.
ROI categorycost reductioncost reduction
Time-to-ValueSame day, self-serve setup (~1d)~2-3 months (~60d)
Typical annual TCO$99/yr$0/yr
Starting price$0/yr$0/yr
Implementation feeNoneNone
Seat tiersIndividual self-serve plans; business/multi-driver programs quoted by sales (no published seat minimum)Not seat-based; priced per building / device footprint
Implementation friction1/53/5
Friction meter
Best forSelf-employed workers and independent contractors who need IRS-compliant mileage logs; Small and growing businesses reimbursing employee mileage without extra hardware; Sales, service and delivery teams that drive personal or company vehicles for work; Companies running cents-per-mile, FAVR or accountable-plan reimbursement programsMulti-site offices, retail, education and hospitality portfolios that want HVAC energy savings without a full controls rip-and-replace.; Facilities teams that prefer an IoT BMS with pre-packaged sequences, wireless sensors and cloud analytics over a traditional BMS project.; Contractors and energy service companies that install and commission building controls themselves rather than subcontracting.; Owners with carbon, sustainability or indoor-air-quality targets who need measurable, verifiable savings.
Not forEnterprises needing deep ERP, SAP or HRIS integrations; Teams that want a full accounts-payable and procure-to-pay platform; Fleets requiring hardware telematics, ELD or dispatch functionality; Fully remote organizations with little or no business drivingIndustrial process control or life-safety systems that need PLC/DCS-grade determinism and certification.; Buyers who want a software-only analytics product with no hardware, wiring or commissioning.; Teams that need a public, self-serve price list and online sign-up; 75F pricing is quoted per project.; Companies wanting to assemble their own controls stack on an open, API-first platform.
Stack fit matrix
SalesforceNot supportedNot supported
AWSNot supportedNot supported
SnowflakeNot supportedNot supported
HubSpotNot supportedNot supported
Google WorkspaceNot supportedNot supported
Microsoft 365Not supportedNot supported
SAPNot supportedNot supported
SlackNot supportedNot supported
MCP (Model Context Protocol)Not supportedNot supported
Compliance
SOC 2
ISO 27001
GDPR
HIPAA
FedRAMP
ISO 42001
IAPP AIGPnamed staff
Company & support
Who is behind each solution, and how you reach support. “Not listed” means the vendor’s public pages don’t mention a channel, not that it is unavailable.
FoundedNot recordedNot recorded
HeadquartersSan Francisco, USNot recorded
PhoneAll plansPlan not stated
EmailAll plansPlan not stated
Live chatAll plansNot listed
Support portal / ticketsAll plansNot listed
Community forumNot listedNot listed
Help centre / docsAll plansPlan not stated
Dedicated account managerNot listedNot listed
In person / on-siteNot listedNot listed
Support hoursBusiness hoursNot recorded
Response timeNot statedNot stated
AI & MCP readiness
Whether each solution can join your AI stack, and what it asks of you to do so.
MCP connectionreaches AI clientsNot supportedNot supported
AI featuresAnomaly detectionCopilot / assistant; Predictive analytics; Anomaly detection
Model keyNot recordedNot recorded
AI usage auditNot recordedNot recorded
Quadrant view
Where the 2 selected solutions land on the same value plane. Toggle axes to compare on cost, speed, friction, or buyer score.
Quadrant view
Implementation friction × Verified buyer score
The lines cross at the median of the solutions shown, so about half sit on each side of each line.
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