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Minoic.ai – Seed
In Conversation Fund: StoryHouse Fund II  ·  SH Check: $600K-$1M (under consideration)  ·  Cap: $30M post-money  ·  Round: Seed
Dossier generated 2026-07-14 by /deal-dossier  ·  Deal record: rec8265EvNxzztxJK  ·  Source: Airtable appjxAR3LPe3fkHOp

One-Liner & Thesis

Minoic is an MIT-born robotics company retrofitting existing mining machines with autonomous software, starting with a wedge product that automates rock breakers in aggregate quarries, where costly downtime, a labor shortage, and 24/7 demand collide. Rather than sell simulation to OEMs, Minoic goes OEM-agnostic and direct to mine operators, pairing vision models and diffusion-policy control with a proprietary operational-data flywheel: it is now live on two sites with what the founders describe as the largest or second-largest aggregate producer globally, one running a fully retrofitted autonomous rock breaker (Meeting Notes recJXw3jWVu0nMIij, 2026-07-14).

Since StoryHouse's first call in April, the company has closed a ~$4M seed on SAFEs at a $30M post-money cap led by Lisa Dolan / Link Ventures (A*Star led the earlier $900K pre-seed), scaled to roughly 8 engineers drawn largely from MIT, Harvey Mudd, and Amazon Robotics, and hit state-of-the-art autonomy in about 20% of expected development time (Meeting Notes recJXw3jWVu0nMIij, 2026-07-14). The founders signaled room for roughly $1M more on limited remaining dilution and openness to StoryHouse running a fast diligence process; StoryHouse is weighing a $600K to $1M check on a 2-to-3-week decision timeline (Meeting Notes recJXw3jWVu0nMIij, 2026-07-14).

Retrofitting the off-highway install base with autonomy is one of the hottest 2025-26 venture themes: the autonomous mining equipment market is put at roughly $4.7B in 2026, growing to ~$11B by 2034 at ~11% CAGR, driven by labor constraints and critical-mineral demand (Web). The honest drag is competition: far better-funded autonomy players are retrofitting adjacent off-highway equipment, including Bedrock Robotics ($350M raised, $1.75B valuation, ex-Waymo) and Travis Kalanick's Atoms, which absorbed Anthony Levandowski's Pronto into an Atoms Mining division (Web). Minoic's edge must come from the rock-breaker wedge, GPS-denied perception, and a durable data moat, and it must convert its marquee pilot into a signed multi-site contract before rivals with 80-400x its capital arrive (Web + Internal).

Investment Score & Recommendation

72/ 100
INVEST

Elite MIT robotics team, now live on two sites with a top-two global aggregate producer and building a proprietary mining-data moat in a large, ~11%-growth market (Internal + Web), is the driver; the drag is that far better-funded autonomy players (Bedrock $350M/$1.75B, Kalanick's Atoms) are retrofitting adjacent off-highway equipment (Web) and Minoic has no booked ARR or signed multi-site contract yet (Internal).

Momentum: AcceleratingRed flags: 3 / 9Confidence: Medium
Market & TAM8/10
25% weight
Team & Founder8/10
25% weight
Product & Traction7/10
20% weight
Deal Terms6/10
20% weight
VC Syndicate6/10
10% weight

Deal Box

Round Size
~$4M seed (recently closed)
Valuation / Cap
$30M post-money cap (SAFE)
Lead Investor
Lisa Dolan / Link Ventures
Co-Investors
Link Ventures (seed lead); A*Star (pre-seed lead)
SH Check
$600K-$1M (under consideration)
Fund
StoryHouse Fund II
Funding Round
Seed
Vehicle
SAFE ($30M post-money cap)

Company Snapshot

Sector
Robotics · AI (Deeptech)
Location
Boston, MA
Headcount
~8
Year Founded
2025
Total Raised
~$4.9M (~$4M seed + $900K pre-seed)
Website
https://minoic.ai/
Status
Private

Market Size

$4.7B
Autonomous mining equip. market (2026)Web
→ ~$11.1B by 2034
~11.3%
Market CAGRWeb
2026-2034
~4,000
US crushed-stone sitesInternal
beachhead quarries
$1,000s/min
Mining downtime costInternal
ROI driver for automation

Real, budgeted demand (labor shortage, extreme downtime cost, 24/7 uptime) in a market growing ~11% toward roughly $11B by 2034 (Web); broader mining-automation definitions run to ~$5-6B in 2026 on similar growth (Web). The crushed-stone quarry beachhead is a credible, under-automated wedge, but the serviceable market is a fraction of the headline TAM until the direct-to-operator motion and pilot-to-contract conversion prove out.

Competition

PlayerPositioningFunding / StageEdge vs. them
Minoic.aiOEM-agnostic retrofit autonomy for rock breakers / loaders; vision + diffusion-policy control; direct-to-operator~$4M seed / $30M cap
Bedrock RoboticsEx-Waymo; one-day 'Operator' retrofit kit on excavators, dozers, loaders; remote-supervised$350M raised, $1.75B val (Web)Capital, Waymo pedigree, live supervised-autonomy; but construction-first, not rock-breaking
Atoms / ProntoAutonomous haulage; absorbed Levandowski's Pronto into Atoms Mining divisionKalanick-backed (Web)Haulage focus, classical methods, OEM ties; not production-process automation
Applied IntuitionSells autonomy / simulation software to OEMs (Minoic's stated foil)Late-stage OEM-sim incumbent (Internal)OEM distribution, off-road stack; sells to OEMs, not the install base

Moat: Differentiation rests on OEM-agnostic retrofit, a proprietary operational-data flywheel from machines running at real mine sites (no public dataset of mining processes exists), and diffusion-policy autonomy in GPS-denied environments; the data moat is the most durable edge, but none is yet proven against far-better-capitalized retrofit rivals.

Traction

2 sites
Live deploymentsInternal
top-two global aggregate producer
~8
Team sizeInternal
MIT / HMC, Amazon Robotics alumni
~$4M
Seed closedInternal
$30M cap SAFE, Link Ventures
~20%
Dev time to SOTA autonomyInternal
diffusion policy, ahead of plan

Exit Potential

Strategic M&A
Likely Path
6-9 yr
Time to Liquidity
~$250M+ acq. band
Return Scenario

OEMs and industrial-automation players are the natural acquirers; the founders named Caterpillar, Komatsu, and Sandvik as logical buyers (Internal). Off-highway autonomy acquihires cluster near $250M+: John Deere bought retrofit-autonomy startup Bear Flag Robotics for $250M (2021), Caterpillar acquired Monarch Tractor in a 2026 distressed deal and folded its software into construction, and Kalanick's Atoms absorbed Pronto (Web). On a $30M seed cap, a $250-500M strategic outcome supports a strong fund-returner multiple, while a Bedrock-style $1.75B trajectory is the upside case. Downside: OEMs' deep dealer networks make direct-to-operator sales hard (advisor Skjorshammer, 2026-04-23, Internal) and cash-rich rivals could compress the window (Web).

Founders

Jingnan Shi
Co-Founder
Harvey Mudd '19 (B.S. Engineering) and MIT PhD in Aeronautics & Astronautics (2025), where he did doctoral research under Luca Carlone, one of the leading robotics-perception researchers globally (SPARK Lab). Prior autonomy work at Cruise and Bobcat, focused on 3D perception, localization, and pose estimation. Started robotics at age 12 and led a high-school team to a world championship.
Charis Georgiou
Co-Founder
MIT '25 (B.S. Mathematics & Computer Science); Cyprus-born, with a competition-coding background from middle school. Prior hardware work at NVIDIA (PCIe architecture) and software at Verdant Robotics and ImpacTech; owns robust ML perception for uncontrolled, physical-world environments.

Open Questions & Risks

Next Steps

Latest Meeting Notes

2026-07-14 Check-in call Seed closed; SH weighing a fast process Full note

Reconnect call as Minoic approaches its next cycle. They have closed a ~$4M seed on SAFEs at a $30M cap led by Link Ventures, are live on two mining sites with a top-two global aggregate producer, and may have ~$1M of remaining room. StoryHouse is weighing a $600K-$1M check on a 2-3 week timeline.

  • Traction: Live on 2 sites with the largest / second-largest aggregate producer globally; one fully retrofitted autonomous rock breaker, one running vision models; pilot-to-multi-site conversion targeted this year.
  • Financing: ~$4M seed on SAFEs at a $30M post-money cap led by Lisa Dolan / Link Ventures; A*Star did the pre-seed; open to ~$1M more on limited dilution.
  • Product: Diffusion-policy autonomy hit state-of-the-art in ~20% of expected dev time; team now ~8; hiring is the main bottleneck.
  • Next step: Awaiting green light to run diligence; loop in Vai / Varadas or Dima plus a mining expert; SH would consider $600K-$1M.
Full note

Reconnect after the introductory April meeting as Minoic approaches its next fundraising cycle; a check-in call. Found out they have raised their seed and are open to raising more pending internal discussion.

Minoic builds software and retrofits that let mines automate rock breakers today, with a longer-term goal of automating the full mining workflow. Charis Georgiou and Jingnan Shi are technical founders with strong robotics / autonomy backgrounds; the team is now ~8 people, largely MIT and Harvey Mudd engineers, including Amazon Robotics alumni. The wedge product is an autonomous rock breaker that cuts downtime and labor cost; the broader advantage is being OEM-agnostic and building a proprietary data advantage across mine sites. They are live on at least two mining sites with what they described as the largest or second-largest aggregate producer globally, with more sites coming, and aim to convert the current pilot into a formal multi-site corporate contract within the year.

They recently closed a small seed round on SAFEs at a $30M cap, raising ~$4M led by Lisa Dolan / Link Ventures, and said they may have room for roughly $1M more with limited remaining dilution. This is a capital-needing robotics business, but they framed progress as faster than expected and hiring as the main bottleneck. Most realistic exit paths are likely strategic: major mining-equipment OEMs, industrial-automation players, or large mining-tech platforms.

Financing: SAFEs at a $30M post-money cap; ~$4M raised; A*Star did the pre-seed. The round was intentionally small: a lead took a large enough position that they did not need to run a full round. Use of proceeds: hiring and accelerating pilot-to-contract conversion. StoryHouse would consider a $600K-$1M check; Josh indicated a 2-to-3-week decision timeline. They will sync internally and get back with a green light.

Source: Meeting Notes recJXw3jWVu0nMIij
2026-04-23 First call MIT autonomy team, live mining pilot Full note

First call from StoryHouse's scrapes. Two MIT-trained founders retrofitting construction / mining machines with autonomy, starting in crushed-stone quarries; one large rock-breaker pilot live and investors leaning in.

  • Signal: Very sharp immigrant founders (China, Cyprus), in robotics since childhood; 'probably the roboticists who have been to the most quarries in the US.'
  • Traction: $900K pre-seed (June 2025); rock-breaker pilot at a $10B-revenue customer; first contract estimated ~$5M recurring, 100-machine rollout gated on pilot KPIs.
  • Round: Being preempted by funds; considering a seed in the next few weeks, but not rushing on low burn.
  • Next step: Schedule a team follow-up (Dima / Jack from Sancho / Ultra team).
Full note

First call with the team from StoryHouse's scrapes. Both founders are first-time founders with an interesting robotics company applying autonomous models and retrofitting construction vehicles, starting in mining. Two MIT PhDs who worked on this research during their PhD started the company about eight months ago and raised $900K. They have one large pilot with a mining company; mining is their beachhead, retrofitting existing machines like loaders and rock breakers with autonomous software, somewhat similar to Applied Intuition.

Beachhead is crushed-stone mining (~4,000 US quarry sites), chosen for the labor-shortage / demand-spike alignment. Go-to-market is direct to end users (mining operators with 150+ sites), not OEMs. Technical edge: models combining metric and semantic understanding, a certified-safety framework to bound outputs for heavy equipment, and GPS-denied capability. Traction: fully automated tractor-loader in mixed indoor / outdoor environments; recently kicked off an autonomous rock-breaker pilot running until August; large pilot customer with $10B revenue; first contract estimated ~$5M recurring with a 100-machine rollout contingent on pilot KPIs.

Round dynamics: $900K pre-seed raised June 2025; low burn, not in a rush; being preempted by investors. Current round size and valuation TBD; a decision expected in the next few weeks.

Source: Meeting Notes recG3o6YRfc8c3h6H
2026-04-23 Reference / feedback Skjorshammer: big market, tough competition Full note

Feedback from Dmitri Skjorshammer: mining is a big market but very competitive, and the OEM channel makes going direct-to-operator hard.

  • Concern: The space is crowded and well-funded; Skjorshammer flagged Travis Kalanick's Atoms and well-capitalized ex-Waymo / Levandowski autonomy players (note: he conflated Atoms' target; Atoms absorbed Pronto, and Bedrock is a separate ex-Waymo company).
  • Concern: OEMs have deep mining networks; going direct-to-operator is structurally hard, either for hardware or industry-default reasons.
  • Read: Not a deal-breaker, but less clear-cut than some other deals StoryHouse has seen.
Full note

Mining is a big market but there is massive competition, one being Travis Kalanick's new company Atoms, which recently acquired an autonomy company (Skjorshammer named Bedrock, tied to the ex-Waymo founder sued by Google over trade secrets, Levandowski; per web sources Atoms in fact absorbed Pronto, and Bedrock is a separate ex-Waymo company). OEMs have deep networks in mining, so it is hard to go direct-to-consumer, either because you need the hardware OEMs provide or because working with OEMs is the industry default.

Depending on the exact problem being solved ('crushed stone mining' is not clear), the tech is either easy (moving stone) or hard (digging earth). Not a deal-breaker, but not as clear-cut as some of the other deals discussed.

Source: Meeting Notes recAcMffQ4mqVcBhK

Deal Timeline

Sources

  1. Fortune Business Insights — Autonomous Mining Equipment Market: 2026 market size (~$4.71B), 2034 projection (~$11.06B), and ~11.3% CAGR.
  2. PR Newswire / IndexBox — Bedrock Robotics Series B: $270M Series B, ~$350M total raised, $1.75B valuation, ex-Waymo retrofit-autonomy competitor.
  3. Bricks & Bytes — Kalanick's Atoms acquires Pronto: Atoms (Travis Kalanick) absorbing Anthony Levandowski's Pronto into an Atoms Mining division.
  4. The Robot Report — John Deere acquires Bear Flag Robotics: $250M acquisition of a retrofit-autonomy startup (exit comparable).
  5. Equipment World — Caterpillar acquires Monarch Tractor: 2026 distressed acquisition; software folded into construction (OEM-acquirer signal).