Directions Brain

index

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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 is the AM capacity-expansion benchmark; surname unknown.
  • david-george — a16z Growth investor whose software-market thesis is tracked as VC-perspective input.
  • 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 hari page.)
  • guy-barkat — eToro biz-owner across APIs/Agent-Portfolio/App-Store; author/red-team voice for vertical-use-case-led Brain, revenue-cycle, AM, and prediction-markets threads; 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).
  • julien-bek — Sequoia Capital investor whose AI services/autopilot thesis is tracked as VC-perspective input.
  • 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; pushing AM and revenue-cycle Brain directions from Harmony/Monday operating evidence.
  • nir-goldstein — VC investor (fund unknown); gave Harmony AM feedback; “grow the book of business AMs manage” remains the AM wedge’s investor-grade KPI.
  • ofer-polivoda — Mixpanel regional revenue leader; Guy’s AM benchmark and primary operator source for AM/CS pain discovery.
  • ofri-avivi — Cymulate renewal manager; operator source on renewals workflow, customer-health truth, and pre-renewal rescue timing.
  • ran-levy — Fiverr customer-success leader; operator source on B2C marketplace CS, high-volume seller coaching, and AI-augmented CSM workflows.
  • roy-keren — Salesforce Account Executive and operator source for the account-management / GTM AI workflow thesis.
  • saar-arbel — Monday; builder/owner of the Brain prototype; co-driver of vertical-use-case-led, revenue-cycle, AM, and construction POC exploration.
  • sefi — Construction contact Nizan planned to schedule for a deeper construction-management interview.
  • 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

  • a16z — Venture-capital firm tracked here as a VC-perspective publisher under the investor-thesis pattern.
  • akrstein — Israeli GC and precast manufacturer; matan-amram’s current employer; smaller than solel-boneh.
  • almogim — Large Israeli GC run by a friend of Saar; first construction design partner via the exec-visibility Brain POC.
  • 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.
  • buildots — ConTech ★ focus company; CV progress-tracking ($166M, TLV); acquired genda Oct ‘25; the incumbent the construction-wedge analysis pivots on.
  • cursor — AI coding-agent IDE; daily-driver harness; pricing-model template (~20% margin on tokens).
  • cymulate — Cybersecurity SaaS company where ofri-avivi runs renewals; operator case study for renewal-risk workflows and CS/customer-health visibility.
  • deutsche-bank — Global German universal bank; inbound partnership interest in etoro (parallel with Papaya); anchor demand-side example for connect-businesses-multi-vertical-api.
  • discount-bank — Israeli bank; reported wonderful deployment reference anchoring the FDE/service-to-platform debate.
  • doxel — “Waze for construction”; CV predictive analytics for delay/cost/quality ($56.5M); capture-lane competitor to buildots.
  • 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.
  • fiverr — Freelance-services marketplace; ran-levy’s CS organization is a B2C seller-success benchmark for the AM/CS wedge.
  • genda — Construction logistics/workforce tracking; acquired by buildots Oct ‘25 — the capture-layer consolidation tell.
  • glean — Enterprise search/RAG competitor; claims to have solved query-time permissions (verify).
  • gong — Revenue intelligence platform; adjacent to AM Brain, but operator feedback says call intelligence is baseline and still misses relationship/business context.
  • 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 and revenue-cycle experiment ground.
  • 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.
  • meitav — Israeli financial-services group; reported reference customer for unnamed context-AI startup referred to brm.
  • mixpanel — Product analytics platform; ofer-polivoda’s employer and the strongest operator case study for AM/CS workflow pain.
  • monday — Workplace platform; host org for the Brain prototype, Harmony, monday-agents-month, and closed-loop GTM evidence.
  • 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.
  • openspace — 360° hardhat jobsite capture + ClearSight progress ($199M); capture-lane competitor to buildots.
  • 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.
  • permitflow — AI construction-permitting; $54M Series B (Accel, Dec ‘25); evidence the permitting lane is no longer whitespace.
  • plaid — US fintech infra; canonical unified-API-for-banking template ($15B+); single-vertical reference for connect-businesses-multi-vertical-api.
  • planera — AI construction scheduling + delay recovery (~$8M, Oct ‘25); the “recovery” lane filling in.
  • 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.
  • salesforce — Enterprise CRM and Slack owner; incumbent benchmark for AI-native GTM workflows in the account-management thesis.
  • sequoia-capital — Venture-capital firm tracked here as a VC-perspective publisher under the investor-thesis pattern.
  • 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.
  • user-interviews — Paid participant-recruiting platform selected as a tactical source for high-cadence user discovery.
  • versatile — CraneView: under-the-hook crane IoT + camera jobsite insights ($106M, TLV/Los Altos); capture-lane competitor.
  • 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 — Template/pattern for vertical-use-case-led Brain; Discount deployment and FDE-vs-platform model anchor the service-to-platform debate.
  • zeiss — German optics + medical-devices incumbent; Forum software / Humphrey perimeter / OCT — the lock-in pattern the visual-field wedge attacks.

Meetings

Sources

Topics

  • almogim-exec-visibility-poc — Concierge exec-visibility Brain for almogim (Outlook + uploads + Hebrew chat); now sourced by the 2026-06-13 directions discussion.
  • account-management-vertical — AM/CS/renewals wedge: expand book-of-business through relationship intelligence, renewal-risk timing, account-specific future planning, scaled CS, and automation of reactive prep/follow-up.
  • agent-native-go-to-market — Thesis that the Brain must be queryable by agents from day 1; now includes the revenue-cycle / closed-loop GTM variant.
  • 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-margin-protection-wedge — Recommended construction entry: margin-protection Brain over tender→execution→change-order document seams; exec-visibility POC may be the access path.
  • construction-project-management — Construction GC PM workflows plus emerging exec-level visibility pain; candidate vertical for the Brain.
  • contech-competitive-landscape — Funded-player map across the build lifecycle; capture lane crowded, document/margin seam open; web-verified.
  • context-os-brain — LLM-maintained company wiki + ingest pipeline; must now be output-first and actively clarified, not just passive context storage.
  • 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 and now cross-validated by Sequoia’s autopilot/services thesis.
  • human-in-the-loop-accountability — Trust layer for Brain products: important knowledge becomes reliable when humans approve, reject, or sign off on AI-inferred state.
  • 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.
  • renewals-management-wedge — AM/CS sub-wedge focused on renewal-risk timing, customer-health truth, and pre-renewal rescue workflows.
  • revenue-cycle-brain — New candidate direction: closed-loop GTM/revenue Brain over marketing, sales, product, support, AM, and retention signals.
  • 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.
  • software-refounding-pressure — Public-software pressure thesis: companies stuck between slowing growth and weak true margins must choose AI-native product growth or radical margin rebuilds.
  • top-down-bottom-up-alignment — Org dysfunction the Brain addresses: CEO priorities → IC delivery, with bidirectional latency reduction.
  • user-discovery-cadence — Operating discipline for the directions search: compress many user interviews into each week so real pain beats abstract Brain debate.
  • vertical-ai-tam — 450B SaaS plus services-budget framing; the load-bearing TAM argument for vertical-use-case-led-brain.
  • vertical-use-case-led-brain — Strategic reframe: sell vertical workflow output first; current candidates are AM/scaled CS, revenue-cycle, and construction exec visibility.
  • vitamin-vs-painkiller-framing — Central strategic dispute; 2026-06-13 sharpened the rule that output, not context storage, is the painkiller.

Hypotheses

Decisions

Graph View

Backlinks