Index
Content catalog for this wiki. Every page should appear here exactly once with a wikilink + one-line summary. Read this file FIRST when answering any query.
Update rule: every ingest MUST add the new/changed pages to the appropriate category below and bump their summaries if they changed materially.
People
- alon-huri — Managing Partner at team8; co-founder NEXT Insurance; ex-CTO Check (Intuit acq.); weekly Friday LinkedIn posts tracked as VC-perspective input.
- daniela — Account manager at harmony; subject of Saar’s AM Brain pilot; ~10-customer book; surname unknown.
- amit-frishberg — Monday mobile dev; built a web→mobile feature-port agent during monday-agents-month.
- ari-leshno — Sheba glaucoma specialist + head of eye-institute R&D; pitched the visual-field-tracking wedge with Sheba budget attached. (Renamed from former
haripage.) - guy-barkat — eToro biz-owner across APIs/Agent-Portfolio/App-Store; author of the vertical-use-case-led pivot and the prediction-markets tangent; family link to brm.
- matan-amram — Construction PM / execution engineer; 10+ years at solel-boneh + akrstein; expert source on GC project management workflows and pain points.
- inbar-markovich — Monday; built Engy (always-on employee-sentiment agent that replaced a $60K survey contract).
- maor-naksh — known to Saar/Nizan; moving to notch; data point that vertical-Wonderful is pulling real operators.
- nizan-shifman — Monday; building Harmony; heavy daily Brain user; conceded use-case-led GTM is stronger than personal-productivity framing.
- nir-goldstein — VC investor (fund unknown); gave Harmony AM feedback; “grow the book of business AMs manage” framing.
- ofer-mixpanel — Mixpanel head of Israel/Asia/EMEA; Guy’s AM benchmark; potential practitioner feedback contact.
- saar-arbel — Monday; builder/owner of the Brain prototype; co-driver of the vertical-use-case-led pivot.
- shiran-navi — Monday HR leader; published the agentic-week recap referenced for use-case mining.
- tomer-shalom — Miami pre-IPO investor; owner of Maccabi Netanya; trigger for the prediction-markets thread.
- tubel — Monday exec covering R&D + Product; surname unknown; appears in the Cyprus alignment anecdote.
- yael — Sheba ophthalmology resident; built the 30-min Claude MVP behind ari-leshno’s pitch.
- yoni — Monday senior exec (likely CEO/founder); surname unknown; the upcoming pitch target for the Brain.
- yuval-ovadia — Monday; built Simona (AI candidate-matching agent saving ~600 hr/yr).
Companies
- akrstein — Israeli GC and precast manufacturer; matan-amram’s current employer; smaller than solel-boneh.
- alta — “Wonderful for revenue cycle” (Stav and team); reference for the vertical-Wonderful pattern.
- anthropic — Foundation lab; API + coding-agent led (30B by Apr 26, $70B 2028 forecast); the model behind Claude Code, Cursor, and the Brain prototype.
- antara — investor; team chose to defer the meeting until pitch is sharper.
- axonius — Israeli cybersecurity unicorn; CTO meeting Guy for directions input on Wed eve.
- brm — Guy’s family VC (father owner/MP, uncle Eran SaaS partner); future intro pipeline.
- cursor — AI coding-agent IDE; daily-driver harness; pricing-model template (~20% margin on tokens).
- deutsche-bank — Global German universal bank; inbound partnership interest in etoro (parallel with Papaya); anchor demand-side example for connect-businesses-multi-vertical-api.
- entree-capital — Israel-rooted early-stage VC ($1.5Bn AUM, 18 unicorns); first VC-publisher entry; tag pattern
investor-thesis. - etoro — Guy Barkat’s employer; archetype chaotic enterprise; recently migrated company-wide to MS Outlook.
- glean — Enterprise search/RAG competitor; claims to have solved query-time permissions (verify).
- gong — Revenue intelligence platform; sits on call recordings for revenue teams; closest adjacent to the AM Brain use case; not a full AM-lifecycle product.
- grab — SEA super-app; broader-category-expansion peer of wolt (food → taxis → travel → financial services); international evidence for connect-businesses-multi-vertical-api.
- harmony — Self-improving voice agent for call centers, built inside Monday by Nizan; primary Brain case study.
- idx — US healthcare-AI; cited as the FDA-clearance precedent (output framed as “scan is normal” rather than diagnosis).
- kalshi — US-regulated prediction market; sports betting now its largest volume; targeted by regulators.
- kameleon — Israeli EHR monopoly (“junk monopoly” per Ari Leshno); structural barrier to clinical data portability.
- mixpanel — Product analytics platform; ofer-mixpanel’s employer; Guy’s benchmark for AM quality.
- monday — Workplace platform; host org for the Brain prototype, Harmony, and monday-agents-month.
- notch — “Wonderful for regulated industries / call centers”; hiring maor-naksh; reference for vertical-Wonderful.
- openai — Foundation lab; consumer-led ($25B annualized, 60% consumer subs); 9M+ paid enterprise seats; losing relative ENT share to Anthropic per ETR.
- osher-ad — Israeli discount supermarket; rumored car-sales (Sportage); part of the Israeli low-tech retail trend cluster anchoring connect-businesses-multi-vertical-api.
- papaya-global — Israeli-founded global payroll; “global Hilan”; building a wallet, partnering with etoro for investment infra. Anchor demand-side example for the connect-businesses thesis.
- plaid — US fintech infra; canonical unified-API-for-banking template ($15B+); single-vertical reference for connect-businesses-multi-vertical-api.
- polymarket — Crypto-native prediction market; sports volume + recent Spain block central to the regulatory thesis.
- rami-levy — Israeli supermarket aggressively expanding categories (airline → cellular → cars); load-bearing data point for the connect-businesses why-now.
- render-ai — AI-services company publicly arguing FDE doesn’t scale; platform-from-day-one counter-narrative to wonderful.
- sheba — Major Israeli teaching hospital (Tel Hashomer); funder + clinical reference for the ari-leshno glaucoma-tracking pitch.
- sierra — Bret Taylor’s enterprise-agent company; most credible Fortune-500 competitor; ~$1B raise per Nizan.
- solel-boneh — One of Israel’s largest GCs; previous employer of matan-amram; benchmark for Israeli construction industry scale and workflows.
- snaptrade — Plaid-equivalent for trading platforms; powers etoro’s third-party-app reach (Seeking Alpha → eToro). Second template for connect-businesses-multi-vertical-api.
- team8 — Israeli venture-builder/foundry; alon-huri’s firm; second VC entry; tag pattern
investor-thesis. - victory — Israeli supermarket selling apartments; same-day Israeli-retail trigger anecdote alongside Rami Levy/Osher Ad for the connect-businesses thesis.
- winner-toto — Israel’s state-monopoly sports bookmaker; anchor incumbent for the prediction-markets play.
- wolt — Distribution-rich delivery / super-app platform; primary demand-side archetype for the connect-businesses thesis.
- wonderful — Now ~100M→$200M in 2 quarters); template/pattern for the vertical-use-case-led-Brain direction; FDE-vs-platform model debated.
- zeiss — German optics + medical-devices incumbent; Forum software / Humphrey perimeter / OCT — the lock-in pattern the visual-field wedge attacks.
Meetings
- 2026-05-06-brain-os-strategy-brainstorm — Saar/Guy/Nizan brainstorm on Brain product positioning, competitive landscape, and Yoni pitch prep.
- 2026-05-19-saar-leshno-glaucoma-data-tracking — Saar/Guy meet ari-leshno (Sheba); glaucoma visual-field tracking pitch + Sheba partnership offer.
- 2026-05-27-directions-vertical-pivot-and-prediction-markets — Directions sync: vertical use-case-led Brain reframe + exploratory prediction-markets-regulatory-play tangent.
- 2026-05-31-directions-connect-businesses-and-brain-scaling — Directions sync: NEW connect-businesses (multi-vertical unified API) thesis + Brain-scaling concerns and harness-as-moat reframe.
- 2026-06-02-directions-account-management-vertical — Directions sync: Account Management / Customer Success converged as primary Brain vertical; Daniela pilot demo; agentic CRM architecture debate.
- 2026-06-04-directions-matan-construction — Expert interview with matan-amram; construction PM workflow mapped; “context OS for construction” and subcontractor-side opportunity surfaced.
Sources
- 2026-01-09-alonhuri-linkedin-vibe-acting — alon-huri LinkedIn (Jan 2026); “Vibe Acting” thesis: agents that take real-world actions; LLM-giant ceiling argument as the entrepreneurship opening.
- 2026-01-30-alonhuri-linkedin-full-stack-ai — alon-huri LinkedIn (Jan 2026); Full-Stack AI: don’t sell hammers, open the carpentry shop. Services-to-AI migration with data-loop + distribution-engine moats.
- 2026-03-06-alonhuri-linkedin-saas-is-dead-ai-native-agency — alon-huri LinkedIn (Mar 2026); SaaS is dead. AI-Native Agency model with 15 named regulated-profession verticals.
- 2026-05-01-entree-capital-enterprise-ai-spend-map — entree-capital VC market map (May 2026); enterprise AI spend 370–440B by 2030; vertical AI + SLMs gain share, embedded AI loses share; foundation labs capture ~42%.
- 2026-05-09-alonhuri-linkedin-ai-native-company — alon-huri LinkedIn (May 2026); real AI-native company = organizational operating system; closed-loop, queryable, agents-as-employees framing.
- 2026-05-16-alonhuri-linkedin-ai-native-growth-hacking — alon-huri LinkedIn (May 2026); marketing is the last unsolved AI bottleneck; growth-hacking-as-autonomous-closed-loop must be GTM core from day 1.
Topics
- account-management-vertical — Account Management / CS as primary Brain vertical; 70% of AM time is CRM management; book-of-business growth as key metric; agentic CRM architecture open.
- agent-native-go-to-market — Thesis that the Brain must be queryable by agents from day 1; now framed as necessary-but-not-sufficient alongside vertical-use-case-led-brain.
- clinical-data-portability — Cross-clinic chronic-disease data fragmentation; concrete entry: glaucoma visual fields; generalizable to diabetes / hypertension.
- connect-businesses-multi-vertical-api — NEW exploratory direction (Guy, 2026-05-31): Plaid-style multi-vertical unified API + bundled compliance for distribution-rich platforms. Non-Brain.
- construction-project-management — Construction GC PM workflows, pain points, and tooling gaps; synthesis from matan-amram interview; candidate vertical for the Brain.
- context-os-brain — The product itself: LLM-maintained company wiki + ingest pipeline; strategic direction now use-case-led-vertical; difficulty-as-moat framing added 2026-05-31.
- foundation-labs-monetization-shift — OpenAI consumer-led vs Anthropic API/coding-led split; matters for which lab’s flywheel a vertical wedge rides.
- full-stack-ai-vertical-services — Most aggressive cut of vertical-use-case-led-brain: be the regulated service provider, not its software vendor. Anchored by Alon Huri’s AI-Native-Agency + Full-Stack-AI thesis.
- monday-agents-month — Monday’s ~3,000-agent program; near-term use-case mining ground for Brain-shaped workflows.
- prediction-markets-regulatory-play — Exploratory thesis on regulation-grade sports prediction markets sitting behind incumbents like Winner-Toto.
- slm-default-and-fine-tuning — Gartner: SLMs 3x LLMs in enterprise by 2027; domain-tuned small models as the infrastructure-side moat for vertical plays.
- top-down-bottom-up-alignment — Org dysfunction the Brain addresses: CEO priorities → IC delivery, with bidirectional latency reduction.
- vertical-ai-tam — 450B SaaS framing (Scale VP / NEA); the load-bearing TAM argument for vertical-use-case-led-brain.
- vertical-use-case-led-brain — Strategic reframe: build vertical agent products, let the Brain be the moat underneath.
- vitamin-vs-painkiller-framing — Central strategic dispute on whether the Brain is must-have or nice-to-have today.