Appears inLogistics robots
Funding
$4.2M
Models
1
Overview
Refraction AI was an Ann Arbor, Michigan-based last-mile delivery robot company founded in 2019 by University of Michigan researchers. The company's REV-1 robots were battery-powered, five feet tall, traveling at 10-15 mph, and operated on streets and bike lanes for food and goods delivery. Refraction raised $4.2M in seed funding and partnered with Chick-fil-A for autonomous delivery pilots, but abruptly closed Ann Arbor operations due to funding challenges.
Verified record
- Verified deployments
- None on file
- Active incidents
- None on file
DEPLOY Intelligence
Market intelligence for physical AI
Analyst-grade signals, competitive tracking, and investment context across the global physical AI landscape. Launching 2026.
Key facts
Product
Status
Additional location
Founders
CEO
Seed funding
Data & sources
News coverage
1
Web sources
3
4 sources backing this record.View all →
Models (1)
View all models →Explainers
Plain-language answers to the questions people ask about Refraction AI, from DEPLOY’s explainer library. Each is written in the language of the question and cross-checked against this registry.
- What is a sidewalk delivery robot?
A sidewalk delivery robot is a small autonomous wheeled vehicle that operates in the sidewalk regulatory regime (not roads) for last-mile delivery of food, packages, and small goods. Per DEPLOY's framework, the cohort enumerates as: Starship Technologies (canonical scaled commercial, multi-country, millions of deliveries) + Coco + Serve Robotics (NASDAQ SERV; Uber Eats partnership) + Kiwibot + Avride + Cartken (hardware-sale; ex-Google founders; Mitsubishi + Uber Eats + Melco ~100-Hauler order) + Ottonomy (RaaS-lease ~$999/mo) + Refraction AI + Delivers AI + (Amazon Scout discontinued Oct 6 2022 + FedEx Roxo paused 2022 + Tortoise shut down 2023 as wind-down record). Business model spectrum: hardware sale (Cartken) vs RaaS-lease (Ottonomy + Refraction) vs captive service (Starship + Delivers AI). State-by-state regulatory variation is the canonical operational gate. Wind-down record is honest editorial signal, not smoothed.
Current leadership (2)
- Aaron Favara Chief Operating Officerreported, not verified
- Luke Schneider CEOsecondary-verified
Founders (2)
- Matthew Johnson-Robersoncofounderfounded 2019-01-01
- Ram Vasudevancofounderfounded 2019-01-01
Former / Previously (1)
- Matthew Johnson-Roberson Co-founder & CTO (operationally departed)secondary-verified
Safety record
No incidents on record for Refraction AI.
Only active incidents are counted. Retracted incidents are excluded from this summary but remain reachable at their canonical URLs.
Full safety record: incidents, sourcing, and exposure data →
Recent coverage
Refraction AI in third-party press
Peer companies
- Amazon4 models
- Avride2 models
- Coco Robotics2 models
- Daxbot2 models
- Kiwibot2 models
- Serve Robotics2 models
Financial state
- Reporting basis
- private_reported
- Lifecycle stage
- mature
- Counterparty risk class
- low
Each numeric field carries its own basis marker. Aggregators report a number; this surface preserves the source class so verification depth travels with the value.
Funding rounds (1)
- Seed2020-01-01
$4M(reported)
Recent activity
Every change to this record is dated, sourced, and independently verified where marked.
- Verified media addedVerifiedJun 5, 2026
Refraction AI REV-1 delivery robot
- Record createdJun 3, 2026
Added to the verified registry
- Deployment verifiedVerifiedFeb 1, 2020
REV-1 at Ann Arbor
Sources (4)
Common questions
- What is Refraction AI?
- Refraction AI was an Ann Arbor, Michigan-based last-mile delivery robot company founded in 2019 by University of Michigan researchers. The company's REV-1 robots were battery-powered, five feet tall, traveling at 10-15 mph, and operated on streets and bike lanes for food and goods delivery. Refraction raised $4.2M in seed funding and partnered with Chick-fil-A for autonomous delivery pilots, but abruptly closed Ann Arbor operations due to funding challenges.
- What does Refraction AI make?
- Refraction AI has 1 robot model on the DEPLOY registry: REV-1 (Refraction AI builds both physical robots and the AI that runs them).
- Is Refraction AI publicly traded?
- No. Refraction AI is privately held and not publicly traded, per the DEPLOY registry.
- Who competes with Refraction AI?
- On the DEPLOY registry, peer companies to Refraction AI building in the same form factors include Amazon, Avride, Coco Robotics, Daxbot.
- Who is the CEO of Refraction AI?
- Luke Schneider is the ceo of Refraction AI, per the DEPLOY registry.
- How can I invest in Refraction AI?
- Refraction AI is a private company; its shares are not available on public markets, so retail investors cannot buy the stock today. It has raised $4M in disclosed funding.
- Where is Refraction AI headquartered?
- Refraction AI is headquartered in Ann Arbor, MI, USA.
- How much funding has Refraction AI raised?
- Refraction AI has raised approximately $4M in disclosed funding on record in the DEPLOY registry.
- Who owns Refraction AI?
- Refraction AI is privately held and venture-backed ($4M raised); ownership sits with its founders and private investors.
- Where does Refraction AI operate robots?
- Refraction AI is a robot manufacturer and does not directly operate deployments on the DEPLOY registry. Its products are deployed by customer operators; see the company page for the verified deployment record.
- Is Refraction AI a top robotics company?
- On DEPLOY's intelligence score, which blends verified deployments, funding, hiring, media, safety, and IP signals, Refraction AI ranks in roughly the top 75% of companies tracked by the registry.
- When was Refraction AI founded?
- Refraction AI was founded in 2019.
- Is Refraction AI safe?
- Refraction AI has no incidents on record in the DEPLOY registry. This does not constitute a safety guarantee; it reflects the incidents DEPLOY has tracked and verified to date.
Methodology: Verified · 4 sources (no primary) · last reviewed 2026-07-06
Verification posture
Verified
Low confidence
Review state
Stable
Last reviewed 2026-07-06
Sources by quality tier
- 3
- unclassified
- Unclassified source
- 1
- secondary-trade-publication
- Trade publication
The framework is documented at /methodology. Corrections at /corrections. Reviewer: DEPLOY editorial team.
Methodology surface for Refraction AI.Peer companies
- Amazon4 models
- Avride2 models
- Coco Robotics2 models
- Daxbot2 models
- Kiwibot2 models
- Serve Robotics2 models
In the press
Recent coverage mentioning Refraction AI from third-party publications. Automatically surfaced; not part of the verified registry record.
Machine-readable surfaces
- Markdown mirror: /companies/refraction-ai.md
- RSS feed: /companies/refraction-ai/feed.xml
- JSON-LD: embedded in this page’s head
- REST API: /v1/companies/00ba3980-5394-4fcb-b672-d90b2a128220
- Revision history: /companies/refraction-ai/history
- Data documentation: /data
- Query this programmatically: Deploy MCP
Peer companies
- Amazon4 models
- Avride2 models
- Coco Robotics2 models
- Daxbot2 models
- Kiwibot2 models
- Serve Robotics2 models
Video
Reality vs attention
Refraction AI draws attention at the 34th percentile but verifies reality at the 7th percentile among sidewalk robots. Hype Gap +27.3, 4th widest among sidewalk robots.
6-month trend
Analysis
Clean safety record across 1 verified deployment. Deployment footprint remains limited relative to category peers.
Signal flags
Dimension breakdown
Verified signal
Attention (reach, not merit)
DEPLOY Intelligence scores are computed from verified registry data: confirmed deployments, disclosed funding rounds, regulatory filings, active job listings, video viewership, and press coverage. Confidence ratings reflect data availability. Scores update nightly.
DEPLOY Indices — verified vs claimed
Last computed: Jul 19, 2026