Choose the right NEMT platform for your broker mix

Tobi Cloud is a credible AI-forward NEMT operations platform: its public dispatch page emphasizes broker-trip imports, one-click assignment, real-time GPS, driver selection algorithms, multi-fleet management, billing and attestation, and a mobile driver app. [Source: Tobi Cloud] It is a stronger candidate than an absence-only comparison would suggest. DriveBoss is the contrast when a buyer wants one graduated rate card, named broker rate-sheet automation, bilingual EN/ES operations, nonprofit tiers, a signed AWS Business Associate Agreement, and a 14-day trial with a card on file at signup (no charge until the trial ends) documented in the buying path. This post walks through where the two platforms diverge and which buyer profile fits each.

Public pricing and buying confidence

What Tobi Cloud's pricing page shows today

As of mid-2026, Tobi Cloud's public pricing page lists a single figure — "Starting at $60 USD per vehicle, per month" — followed by a "Let's build the right plan for your fleet" call to action. The Bronze, Silver, and Gold tiers that previously appeared on the page, along with per-tier integration counts and add-on charges for automated calls, texts, and email, have been removed. Anything above the starting price is now confirmed through a sales conversation. [Source: Tobi Cloud]

That shift matters for diligence. A starting price tells you the floor, not what a fleet with two or three broker integrations and IVR will actually pay. Ask Tobi Cloud directly which named brokers are included at each price point, whether a signed BAA is standard, how onboarding is scoped, whether IVR is included, and whether any trial is comparable to DriveBoss's 14-day trial with a card on file at signup. G2 still shows a Standard plan with a free-trial label and no public review volume for Tobi, so reconcile G2's profile with whatever quote you receive. [Source: G2]

How DriveBoss reduces pricing uncertainty

DriveBoss publishes graduated per-active-vehicle pricing on /pricing: $79 per vehicle per month for the first ten vehicles, $69 for vehicles 11 through 20, and $59 from vehicle 21 up. A 15-vehicle fleet pays $79 × 10 + $69 × 5 = $1,135 per month — every operator gets the same number, with no discount-cliff mechanics. Annual prepay drops $10 per vehicle off every tier. Nonprofit food and medication delivery is $39/month flat. Nonprofit passenger transportation is $40 per active vehicle per month flat.

Dispatchers, schedulers, billers, admins, and drivers are unlimited at every tier. Setup and onboarding are included at no fee. Custom training, if a customer wants it, is $150 per hour by request. The 14-day free trial requires a card on file at signup (no charge until the trial ends). Cancellation on month-to-month plans is 30 days written notice. Every one of those numbers is on the public pricing page — no starting-price asterisk, and no sales call to learn the real number.

AI dispatch vs broker operations

Tobi Cloud's AI/ML dispatch positioning

Tobi Cloud's public marketing emphasizes AI/ML dispatch and routing assistance. The Tobi dispatch page describes algorithms that pick efficient routes and select ideal drivers; it also calls out broker-trip imports, real-time GPS monitoring, multi-fleet management, billing and attestation, live messaging, and a compatible driver app. [Source: Tobi Cloud] Company-profile sources report a $2M seed-funding round, which is a credible signal that the team is investing in product velocity. If your top buying criterion is "the dispatch screen feels like AI is doing the work for me," Tobi Cloud is worth a demo to validate that the AI behavior matches the marketing language.

DriveBoss's broker rate-sheet automation wedge

DriveBoss is built around the operational reality of working with NEMT brokers, not just the dispatch screen. When a provider uploads a ModivCare rate sheet, DriveBoss ingests it and auto-applies the correct broker rate to every trip, including LOS, distance, wait-time, and wheelchair modifier logic. Without automatic rate-sheet ingestion, teams often rely on manual rate-table entry per broker contract — each modifier hand-coded, each change re-keyed.

Beyond rate-sheet automation, DriveBoss adds triple-redundant trip capture (so a trip dropped by the broker still exists in the provider's system), broker payment-file reconciliation (upload the EOB, see denials flagged for resubmission in minutes), and algorithm-based audit defense (when a broker disputes mileage, DriveBoss defends against its own optimizer-planned route, not Google's shortest-path estimate). That stack of capabilities is documented on /broker and named explicitly. None of those capabilities are publicly documented for Tobi Cloud.

Which platform fits your risk profile

The two products serve overlapping markets but reward different buyer mindsets. Tobi Cloud rewards a buyer who is comfortable spending evaluation time in sales calls, who weights AI/ML positioning highly, and who is willing to redline a contract once the verbal commitments are mapped. DriveBoss rewards a buyer who wants to compare pricing, verify the broker list, read the BAA, and start a trial without booking a single meeting. Neither buyer is wrong. The friction profile is just different — and the friction profile usually predicts how the rest of the vendor relationship will feel six and twelve months in. If "we'll send you the numbers after the call" is annoying during evaluation, it will still be annoying when a billing question comes up next year.

Tobi Cloud vs DriveBoss — nine-point comparison

Competitor claims evaluated against public marketing, help center, and pricing pages as of April 2026. ❓ means we could not find public evidence, not that the competitor lacks the feature.

Sources: Tobi Cloud pricing · Tobi Cloud dispatch · Tobi driver app. Full sourcing methodology in our competitive research notes.

When Tobi Cloud is the right choice

Tobi Cloud may be the better fit if your top buying criterion is AI/ML dispatch positioning and you are comfortable with sales-led pricing above the published $60/vehicle/month starting price. The Tobi dispatch page describes algorithms that pick efficient routes and ideal drivers, plus real-time GPS, broker-trip imports, billing and attestation, and a driver app. Tobi positions itself for both start-up providers and established transit agencies, so the surface area of the marketing is broad. If you can absorb the time to validate named brokers, security posture, onboarding, and trial scope directly with Tobi's sales team, that AI dispatch angle may be worth the discovery work.

When DriveBoss is the right choice

DriveBoss is the stronger fit when you need one fully published graduated pricing model rather than a starting price with sales-quoted terms, named broker automation, bilingual EN/ES workflows for a Spanish-speaking driver or dispatcher pool, nonprofit pricing for a 501(c)(3) program, unlimited users at every tier, a signed AWS BAA in writing, and a 14-day free trial with a card on file at signup (no charge until the trial ends). If your evaluation cycle is measured in weeks rather than months, DriveBoss removes a different kind of friction: the need to validate every broker, security, and onboarding claim before your team can run a live trip.

DriveBoss is also the cleaner answer for operators who already work with one or more of the named brokers — ModivCare, Alivi, Access2Care, MTM, American Logistics, or SAFERIDE — because the rate-sheet automation collapses what would otherwise be a multi-day manual rate-table build into an upload. Read more about the integration depth on /features.

What only DriveBoss offers

Seven wedges that, taken together, are what we mean by "all-broker-included, operator-grade NEMT." Some exist piecewise in Tobi's product, but its tier structure and feature gating are no longer public; the combination is the differentiator. The full DriveBoss capability list lives on the features page.

• All 4 ATMS broker integrations at every pricing tier — ModivCare, MTM, Access2Care, and Alivi included whether you're at $59, $69, or $79 per active vehicle. Tobi now publishes only a $60/vehicle/month starting price; integration counts and feature gating must be confirmed in a sales quote.
• Sub-3-minute trip-completion fraud flag — automatic flag on trips that complete too fast to be real, surfaced to dispatch supervisor with an audit-logged review trail. Comparable automatic flagging not documented in reviewed Tobi materials.
• Named hosting-provider BAA & 7+ year retention — signed AWS Business Associate Agreement, 256-bit TLS, per-company database segregation, retention commitment in writing.
• Broker rate-sheet automation + algorithm-based audit defense — upload the ModivCare rate sheet; DriveBoss auto-applies LOS, distance, wait-time, and wheelchair modifiers. When a broker disputes mileage, DriveBoss defends against its own optimizer-planned route, not Google's shortest-path estimate.
• LOS compliance enforced at assignment — wheelchair-to-ambulatory mismatches are blocked at dispatch with audit-logged override, not discovered at post-audit.
• Multi-channel AI support assistant + voice/audio messaging — AI Q&A on in-app + WhatsApp + Telegram. Driver↔dispatcher in-app text + voice/audio.
• Bilingual EN/ES + nonprofit tiers + BillBoss — full EN/ES across signup, dashboard, driver app, IVR, Academy, Stripe locale. $39/month flat for 501(c)(3) food/medication delivery; $40/active vehicle for 501(c)(3) passenger. BillBoss (optional add-on) runs full ModivCare billing at 3% of volume — replacing a $60–80K/year in-house biller.

Frequently asked questions

Does Tobi Cloud publish pricing?

Yes. Tobi Cloud publishes only a starting price of $60/vehicle/month. Its tier structure and feature gating are no longer public; pricing above that starting point is sales-quoted. DriveBoss publishes the full schedule. Buyers should still request implementation fees, contract terms, named broker coverage, and trial scope in writing before signing. [Source: Tobi Cloud]

Is Tobi Cloud AI-powered?

Yes. Tobi Cloud positions itself around AI/ML dispatch and routing assistance and describes algorithms that pick efficient routes and ideal drivers. That positioning is a real strength if AI dispatch is your top priority and you can validate the underlying behavior in a demo.

Does Tobi Cloud list named broker integrations?

Tobi Cloud publishes broker glossary pages, including one referencing Access2Care. Tobi's dispatch page says it can integrate with major NEMT brokerages to import transport requests, but the pricing page now lists only a $60/vehicle/month starting price; integration counts and feature gating are no longer public. Public named broker coverage for ModivCare, Alivi, MTM, American Logistics, and SAFERIDE was not verified on those pricing and dispatch pages, so buyers should request a current named integration list directly from Tobi. [Source: Tobi Cloud]

Why compare Tobi Cloud with DriveBoss?

Both platforms address NEMT dispatch, but DriveBoss is more explicit about named broker automation, bilingual workflows, and security posture. Tobi has moved toward sales-led pricing, publishing only a $60/vehicle/month starting price without public tiers or feature gating. DriveBoss publishes the full pricing schedule, alongside the broker, BAA, bilingual, nonprofit, and trial commitments your operation needs.

Which is better for a fast buying decision?

Tobi Cloud now publishes only a $60/vehicle/month starting price and confirms the rest through sales; DriveBoss publishes the full pricing schedule. DriveBoss is easier to evaluate when the buyer needs one graduated rate card, six named broker integrations, HIPAA BAA posture, nonprofit tiers, and trial terms with a card on file at signup (no charge until the trial ends) in one public path. Tobi buyers should confirm integration coverage and feature gating in their quote, along with security, onboarding, and trial scope directly.

Does Tobi Cloud offer a free trial like DriveBoss's 14-day trial with a card on file at signup?

G2 lists a free-trial label for Tobi's Standard plan, while Tobi's current pricing page gives a $60/vehicle/month starting price and invites a sales conversation rather than a clearly documented 14-day self-serve trial (with a card on file at signup, no charge until the trial ends). DriveBoss offers a full 14-day trial with a card on file at signup (no charge until the trial ends), plus 30-day written cancellation on month-to-month plans.

Does Tobi Cloud ship a bilingual English plus Spanish interface?

Public Tobi Cloud screenshots and documentation are English-only. DriveBoss ships a fully bilingual EN/ES experience across the signup flow, dispatch dashboard, driver mobile app, customer documentation, training Academy, and Stripe locale, which auto-switches based on browser language.

How fast can a new NEMT provider go live on each platform?

Tobi Cloud onboarding timelines are not publicly documented. DriveBoss includes standard setup and onboarding at no implementation or training fee, and most providers run their first live trip within days of trial activation. Custom training is available at $150/hour only if requested.

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