Research briefing
Deep dives on the companies reshaping real-economy markets
Retail, ecommerce, logistics, supply chain, insurance, energy, and construction — regular scans covering dominant incumbents and the fast risers coming for them.
Latest digest · 2026-10-08
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Four incumbents whose moat has resolved to a single counterparty (Masco–Home Depot, Burlington–the TJX/Ross per-box productivity gap, AEP–the Ohio PUC data-center tariff, Markel–JANA Partners), against four emerging companies each racing a specific system-of-record bundle (Figure vs Physical Intelligence/Skild/Nvidia GR00T, Afresh vs Instacart Carrot + RELEX, Bloomreach vs Shopify + Klaviyo + Salesforce, Harbinger vs Rivian Van 2 + Ford Pro + 45W phase-out).
Recent deep dives
- Afresh Technologies emerging
AI ordering engine for fresh and perishable grocery categories — flagship Albertsons rollout across 2,200+ US stores, ~$148M raised across seed, Series A ($12M, March 2020) and Series B ($115M, Dec 2022, Spark Capital led), with a reported ~$34M follow-on in April 2026.
- American Electric Power well positioned
The transmission-heaviest investor-owned utility in the US — ~40,000 miles of wires across 11 states and ~5.6M customers — now rebuilt around a $70B five-year capex plan, 24 GW of signed data-center load, and the AEP Ohio tariff that forced hyperscalers in Columbus to pay the freight themselves.
- Bloomreach emerging
Three-product ecommerce personalization bundle (Discovery search + Engagement CDP/MA + Content CMS) at a stale $2.2B 2022 mark now charging past $260M ARR on Loomi AI positioning — squeezed between Shopify Audiences and Klaviyo at the SMB end and Salesforce + Adobe at the enterprise end.
- Burlington Stores, Inc. at risk
The #3 off-price chain and the structural laggard of the three — $10.6B of FY2025 net sales (year ended 31 January 2026) at a ~7.6% operating margin, versus ~12% at TJX and Ross — now five years into 'Burlington 2.0', ex-Ross COO Michael O'Sullivan's attempt to close a per-store productivity gap that still has Burlington ringing roughly half of TJX's sales per box and ~70% of Ross's, while Shein/Temu attack the apparel floor and TJX HomeGoods owns the home category Burlington 2.0 was supposed to replace coats with.
- Figure emerging
Sunnyvale humanoid-robot company building a bipedal general-purpose robot — Figure 01, 02 and 03 — plus Helix, the vertically-integrated vision-language-action model it built after walking away from OpenAI, with a $1B BMW pilot, a Brookfield data partnership, and a $39B mark that bakes in a decade of execution the company has not yet done.
- Harbinger Motors emerging
Proprietary Class 4-7 electric chassis for upfitters — $175M+ raised, Thor Industries locked in as reference buyer and strategic investor, and a two-year window before Rivian, Ford Pro, Daimler, and BYD-via-Mexico close in.
- Markel Group Inc. at risk
~$22B-market-cap Richmond-based 'mini-Berkshire' built on three engines — Markel Insurance (~$8B GWP specialty P&C including Lloyd's Syndicate 3000), Markel Ventures (~$5B revenue, 20+ unrelated operating subsidiaries from Costa Farms plants to AMF Bakery), and Tom Gayner's ~$30B listed-equity portfolio — now under 1.4% activist pressure from JANA Partners (Nov 2024 letter) to separate Ventures and buy back $2B of stock, after a decade in which Markel's compounder story trailed the S&P 500 while Chubb, Travelers and W.R. Berkley all out-underwrote the Insurance segment's 93-100 combined ratio.
- Masco Corporation at risk
Behr paint plus Delta Faucet, both pinned to the same Home Depot aisle — 97 years from a one-cylinder screw-machine shop in Detroit to a $12-14B building-products company whose two profit engines each depend on a single big-box customer and a housing-turnover cycle at generational lows.
- Canadian National Railway Company well positioned
~CAD $90B-market-cap, 107-year-old Montreal-headquartered Class I railroad — North America's only transcontinental, triple-coast network (Pacific, Atlantic, Gulf) across ~18,800 route-miles — that pioneered Hunter Harrison's precision scheduled railroading at CN in 1998, lost the $29.8B Kansas City Southern bid in 2021 after the US STB rejected its voting trust, surrendered the Mexico corridor to Canadian Pacific Kansas City in 2023, took a Teamsters-triggered national lockout in August 2024 that forced binding arbitration, and now runs a 61-point operating ratio with mid-single-digit volume growth under ex-TC Energy / ex-CP CEO Tracy Robinson while an attempted Union Pacific–Norfolk Southern transcontinental tie-up threatens to leave CN the smaller of two surviving North American duopolies.
- Doxel AI emerging
Computer-vision construction progress monitoring — handheld 360° and lidar capture compared element-by-element to the BIM model, with budget-and-schedule risk surfaced to project controls. $55-57M raised through an August 2021 Insight-led Series B at ~$220M; a 2016 Stanford-origin autonomous-robot pivot that has gone unusually quiet while OpenSpace, Buildots and Procore each took a bigger slice of the category.
- Fairmatic emerging
Zendrive-spinout commercial auto MGA pricing fleet policies on 200B+ miles of mobile telematics — raised ~$88M across 2022-23, quietly rebranded to LEEO in December 2025 under a new CEO as founder Jonathan Matus's original data engine, Zendrive, was wound down and sold to Credit Karma/Intuit.
- Shippo emerging
Multi-carrier shipping API and SMB dashboard — ~$1B 2021 unicorn now sandwiched between Shopify Shipping's native carrier bundle upstream, Pirate Ship's free USPS wedge below, and Thoma Bravo's $12B WWEX-Auctane merger consolidating the paid-SaaS tier.