The Zurich-based startup, which previously raised €3M to unify fragmented trial data, has secured a larger round to build AI agents that actively manage the complex operational layer of running a clinical trial.
Clinical trials are, by almost any measure, one of the most information-intensive processes in modern medicine, and one of the least efficiently managed. A single Phase III trial can generate data across dozens of sites, hundreds of variables, and multiple regulatory frameworks simultaneously.
The software tools that research teams use to manage this complexity were largely designed in an earlier era, when the primary goal was storage rather than intelligence.
Rivia, a Zurich-based company that has been building a unified data platform for biotech clinical trials since 2022, announced today that it has raised €13 million in a new funding round to expand what it describes as an agentic data engine, a system in which AI agents actively surface insights, flag anomalies, and help coordinate the operational layer of a trial, rather than simply storing and visualising data.
The company raised €3 million in seed funding in June 2024, led by Speedinvest, to build the foundational data infrastructure. The new round represents a significant step up in ambition and capital, reflecting both the progress Rivia says it has made with early biotech clients and the broader shift in enterprise AI towards systems that act, not just analyse.
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The problem with trial data
The core challenge Rivia is addressing is fragmentation. Clinical trial data flows from electronic data capture systems, patient wearables, laboratory instruments, site management software, and regulatory filings, often through different vendors, in different formats, with different update cycles.
Research teams spend a substantial portion of their time simply reconciling these data sources rather than drawing insight from them.
Rivia’s platform, as described in its earlier materials, integrates these data streams into a single environment. Its AI layer, which the company is now calling an agentic data engine, goes a step further, using large language model-based agents to proactively answer questions about trial status, identify enrolment risks before they become delays, and flag data quality issues in near-real-time.
The company says it has deployed the platform with biotech clients running active trials, though it has not disclosed the number of clients or the scale of trials covered.
Agentic AI meets regulated environments
Clinical trials sit in one of the most tightly regulated environments in any industry. The US Food and Drug Administration and the European Medicines Agency impose strict requirements on data integrity, audit trails, and validation documentation.
Any AI system operating in this environment must not only perform well but be explainable and auditable in ways that general-purpose AI tools are not designed to be.
This regulatory complexity is both Rivia’s challenge and its moat. A company that can build AI agents that operate inside the FDA and EMA compliance frameworks, rather than around them, has a defensible position that a general-purpose AI tool cannot easily replicate.
Whether Rivia has already achieved that level of regulatory readiness, or is building towards it, was not clear from public communications.
The broader market for AI in clinical trials has attracted significant capital in 2025 and 2026, with competitors including Medable, Veeva, and a cohort of smaller startups competing on different parts of the trial stack.
Rivia’s bet is that the data layer, the substrate that connects everything else, is the highest-value position in the architecture. With €13 million now in the bank, it has the runway to test that thesis.
For three decades, the Subaru Outback has occupied a unique corner of the automotive world, carving out a niche that sits comfortably between a family wagon and a mountain-climbing SUV. With over three million sold since its debut, the Outback has become the literal and figurative utility player of the Subaru lineup.
Now entering its seventh generation, the 2026 Outback arrives when the average new vehicle price is at an all-time high, yet Subaru has kept its starting MSRPs reasonable, even dropping them in some instances. If you’re cross-shopping the Outback against other mid-size crossovers, here are the six best things about the 2026 Subaru Outback.
6
Affordable
High-value MSRP relative to the national average
One of the most compelling arguments for the 2026 Outback is its value proposition. While the average price of a new vehicle is hovering around or above $50,000, the Outback starts significantly lower.
The entry-level Premium begins at $36,445 (including destination), a figure that undercuts many rivals while still including standard all-wheel drive and a comprehensive suite of tech and safety features. Even the feature-heavy Touring XT and Wilderness trims typically stay under that $50,000 national benchmark, making the Outback a financially savvy choice for families.
Here is a fast trim level breakdown. The starting MSRP figures include the $1,450 destination fee.
Base Trim Engine
2.5-liter four boxer
Base Trim Transmission
CVT
Base Trim Drivetrain
All-Wheel Drive
Premium
Starting MSRP: $36,445
Heated seats.
Black rear badging.
Cargo tonneau cover.
Leather-wrapped steering wheel
Power rear gate w/ automatic close.
Removable rear trailer hitch bumper cover.
18-inch aluminum-alloy wheels w/ dark gray finish.
An optional package for the Premium adds rain-sensing wipers, cloud-based navigation, a wireless smartphone charger, a heated steering wheel, and a moonroof for $2,270.
Limited
Starting MSRP: $43,165
Navigation.
Power moonroof.
Harman Kardon stereo.
Wireless smartphone charger.
Heated rear seats and steering wheel.
18-inch aluminum-alloy wheels w/ matte black finish.
Two optional packages are available for the Outback Wilderness. The first adds a moonroof, navigation, and a surround-view monitor for $2,045.
The second includes those, plus Nappa leather seats with copper stitching, ventilated front seats, a 12-way power-adjustable driver’s seat, and an eight-way power-adjustable passenger seat for an additional $4,090.
581-mile range, standard AWD, and updated safety features.
5
Two capable powertrain options
Standard Symmetrical AWD
Credit: Subaru
Two Boxer (i.e., horizontally opposed) engines are available for the 2026 Outback, depending on the trim level. Premium, Limited, and Touring feature a naturally aspirated 2.5-liter four-cylinder with 180 horsepower (5,800 rpm) and 178 lb-ft. of torque (4,800 rpm).
Limited XT, Touring XT, and Wilderness have a 2.4-liter turbocharged four-cylinder with 260 horsepower (5,600 rpm) and 277 lb-ft. of torque (2,000 to 4,800 rpm). Despite being a turbo engine with a higher power output, it does not require premium fuel.
The X-MODE system is also standard, which can be used on a muddy path, a gravel road, or during a snowstorm. X-MODE uses the same sensors as the Symmetrical All-Wheel Drive system, making additional adjustments to the Outback to ensure the best possible traction.
4
Significant tech leap with Snapdragon power
Owners can create individual profiles
Subaru has addressed the issue of infotainment lag, one of the biggest complaints from previous owners. The 2026 Outback features an all-new infotainment system, with navigation map swipe now up to three times faster, audio screen transitions up to six times faster, and overall scroll response up to two times faster. Notable updates and improvements include:
Optimized Display: A 12.1-inch higher-resolution touchscreen replaces the previous 11.6-inch unit. The screen reduces unwanted glare and light reflections by up to 80%.
Better Graphics: Powered by a Snapdragon 8 Automotive Processor, it features an octa-core architecture and an Adreno GPU.
More Memory: Approximately 2.5 times faster computing performance, with memory doubled from 4 GB to 8 GB and storage expanded from 64 GB to 128 GB.
Connectivity: Supports wireless Android Auto and Apple CarPlay, HD Radio, Bluetooth phone and audio streaming, Google Built-in services (Google Assistant/Maps), and automatic updates.
Personalization: Owners can create individual profiles and configure the 12.3-inch digital gauge cluster to highlight certain features and information. The 12.3-inch cluster is also new for the 2026 Outback.
While the overhauled infotainment system is a selling point, one current 2026 Outback owner has reported that Apple CarPlay functionality and the wireless charging pad don’t always work as intended.
Brand
AstroAI
Capacity
Up to 8 car tires (single charge)
This AstroAI mini tire inflator is perfect for keeping in your glove box when traveling. It’s portable and battery powered, meaning you don’t have to plug it in to use it. Plus, you’re able to set the exact tire pressure you want it to inflate to and it’ll automatically stop when it reaches that pressure.
3
Return of physical climate controls
Small things add up
Credit: Subaru
In a rare move that prioritizes driver ergonomics over minimalist trends, Subaru has brought back physical buttons and knobs for the climate control system. While the large 12.1-inch screen handles navigation and media, the often-used functions, like cabin temperature and fan speed, can now be adjusted by feel without taking your eyes off the road.
According to the J.D. Power 2025 U.S. Initial Quality Study, infotainment touchscreens are the study’s most problematic category, with consumers expressing a general dislike for what is sometimes described as “infotainment creep.” Subaru’s decision to have physical buttons for some of the most common vehicle functions is a small change that buyers are likely to appreciate.
Better than a generic tablet glued to the dashboard.
2
Advanced “hands-off” driving system
Using GPS and 3D maps
Every 2026 Outback is standard with Subaru’s EyeSight package, which includes active safety features such as haptic steering wheel alerts, automatic emergency steering, lane keep assist, blind-spot and rear cross-traffic warnings, and reverse automatic braking.
Also standard is a feature called Emergency Stop Assist, which will stop the 2026 Outback if the driver becomes unresponsive while using the adaptive cruise control. Once stopped, the Outback can activate the hazard lights, unlock the doors, and call 911.
The Touring and Touring XT are standard with Highway Hands-Free Assist. Using GPS data and 3D high-definition maps, the system can manage steering, braking, and lane changes on compatible highways with an attentive driver. Highway Hands-Free Assist does require an active MySubaru Companion or Companion+ subscription, which typically includes a five-year trial for 2026 models.
1
Genuine off-road capability
Plenty of ground clearance
Credit: Subaru
Unlike many “soft-roaders” that simply add plastic cladding, the 2026 Outback offers hardware that backs up its muscular look, especially with the Wilderness model.
Every Outback comes with at least 8.7 inches of clearance to begin with, but the Wilderness trim bumps that to 9.5 inches. Combine that with the all-terrain Bridgestone Dueler tires, electronically controlled dampers, all-weather floormats, and ladder-style roof rails, and the 2026 Outback Wilderness is the ideal weekend getaway vehicle.
Wilderness models also have a variation of X-MODE called Dual Mode, which includes specific settings for snow, dirt, and mud, along with hill descent control.
Red carpet treatment, even if you buy something used.
Charitable causes and factory warranty
While the 2026 Subaru Outback makes a strong case for itself through an optimized infotainment system and rugged hardware, the ownership experience extends beyond the driver’s seat. For many buyers, the appeal of a Subaru lies in the brand’s alignment with social and environmental causes.
A prime example is the Subaru Love-Encore program launched in partnership with Gifts for Good. The program invites new customers back to the Subaru dealer about two weeks after purchase to meet with a staff member who can answer any questions they have about their new Subaru.
At that time, customers can choose either a mission-aligned product or direct the gift’s value to charity. Each physical gift is an ethically sourced product that comes with a story card, so customers can read about the impact the gift selection has made. Customers also have the option to redeem the gift’s value towards a charitable cause.
Every 2026 Subaru Outback has a three-year/36,000-mile bumper-to-bumper warranty and a five-year/60,000-mile powertrain warranty.
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