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 (ERGO acq. $2.6B, 2025); weekly LinkedIn posts tracked as VC-perspective input; pitched the team the Insurance 2.0 direction (July 2026).
  • 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.)
  • avner — Israeli insurance broker/agency owner; operator source behind the “book limited by throughput, not demand” learning; candidate Israeli design partner; surname unknown.
  • boaz — Saar’s army friend; source of the “you’re already mid-round with Huri/Team8” fundraising reframe; surname unknown.
  • daniela — Account manager at harmony; subject of Saar’s AM Brain pilot; ~10-customer book is the AM capacity-expansion benchmark; surname unknown.
  • danny-tsiddon — Leads viola-fintech’s fintech arm and sits on insurify’s board; offered intro as aggregator-market expert and potential investor.
  • david-george — a16z Growth investor whose software-market thesis is tracked as VC-perspective input.
  • greg-ehly — Fully independent PA broker, 22 years in; operator source on the SMB commercial lifecycle and the ~50/50 direct-download vs wholesaler-manual split.
  • 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.
  • inbar-markovich — Monday; built Engy (always-on employee-sentiment agent that replaced a $60K survey contract).
  • jasmyne-mcdonald — farmers-captive agency owner (IL, ~6 states); first captive-side operator source and origin of the team’s only real book-of-business valuation numbers.
  • jim-coronado — South Florida producer at a 21-year, ~12-state multi-line agency; operator source on admitted vs non-admitted markets and appetite-driven commercial quoting.
  • julien-bek — Sequoia Capital investor whose AI services/autopilot thesis is tracked as VC-perspective input.
  • manya-khanna — Customer Success at insurgrid; vendor contact for pricing, API tiers, and the custom high-volume quotation.
  • maor-friedman — investor at f2; next planned VC meeting after Huri; expects professional-grade insurance fluency; hinted he might invest off the deck alone.
  • maor-naksh — known to Saar/Nizan; moving to notch; data point that vertical-Wonderful is pulling real operators.
  • matan-amram — Construction PM / execution engineer; 10+ years at solel-boneh + akrstein; expert source on GC project management workflows and pain points.
  • moshe-tamir — Independent insurance/insurtech consultant; ex-Deputy CEO at Migdal (digital transformation) and ex-Generali global innovation lead; sharpest external challenge to the generalist positioning.
  • 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.
  • nizan-shifman — Monday; building Harmony; heavy daily Brain user; pushing AM and revenue-cycle Brain directions from Harmony/Monday operating evidence.
  • 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.
  • shai-slobodov — Lemonade platform/claims group lead (current); the team’s deepest operator source on US carrier economics, regulation, and the insurance-ecosystem structure.
  • shiran-navi — Monday HR leader; published the agentic-week recap referenced for use-case mining.
  • timor-arbel-sadras — Growth-stage investor (Antidote, Faye diligence, Guardz) reached via Guy’s father; advisory source on insurtech pain selection, Faye’s model, and carrier-vs-MGA economics.
  • tom-granit-ramu — Ex-Lemonade car-insurance product lead; operator source on carrier regulation, telematics pricing, and broker distribution; offered ex-Lemonade intros.
  • 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.
  • antara — investor; team chose to defer the meeting until pitch is sharper.
  • anthropic — Foundation lab; API + coding-agent led (30B by Apr 26, $70B 2028 forecast); the model behind Claude Code, Cursor, and the Brain prototype.
  • antidote — US health-insurance AI company (Timor portfolio); attacks legacy-carrier market failure by finding the few percent of claims driving ~50% of costs in seconds.
  • applied-systems — PE-owned insurance-software incumbent owning Epic + EZLynx + IVANS + Tarmika + Planck; the integration stack’s named concentration risk (Comulate cutoff case).
  • at-bay — Cyber-insurance company; the future-pain insurtech archetype: cyber-posture assessment tools that made an emerging risk underwritable.
  • axle — Consumer-permissioned insurance data API (21.5M total); personal lines only today; its announced commercial expansion is the funded test of the data-rail disconfirmer.
  • axonius — Israeli cybersecurity unicorn; CTO meeting Guy for directions input on Wed eve.
  • bold-penguin — American Family-owned SMB quoting platform + warm-transfer lead marketplace (45+ carriers); bought wholesaler SquareRisk and now calls itself “the premier digital broker” — the tooling→brokerage ladder run by a carrier.
  • bolt — Embedded-brokerage access software beneath Craft Lake in the farmers platform; a deployed, AI-less “one system, many carriers”.
  • 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.
  • canopy-connect — US consumer-permissioned insurance data layer (“the Plaid of insurance”, ~$6.5M Series A); the closest thing to a private US policy rail.
  • clark — German consumer insurance-manager app (~€141M, near-profitable); existence proof for ingest-policies + BoR + optimize — consumer/EU only; its data-access mechanism is an open question.
  • corgi — Full-stack AI carrier for startups (YC S24, ~4B in months); the carrier-model contrast to the team’s broker thesis.
  • coterie — API-first SMB MGA (BOP/GL/professional/cyber, $200M+ DWP, ~3-week quote/bind API integrations); first direct carrier integration candidate for the neutral rater.
  • cover — Israeli consumer pension/insurance aggregator (350K+ users, free) reading portfolios off state-mandated rails; the Israel analog to clark and the origin of the data-rail hypothesis.
  • coverdash — Embedded SMB business-insurance agency ($16M, no round since Feb ‘24); scaled partners (Housecall Pro 200K+ pros, LendingTree) but zero disclosed attach rates; the live test of embedded distribution for SMB commercial.
  • coverforce — Commercial-insurance quoting/appointments infrastructure API; with herald, one of the last two independent neutral rails not yet acquired by a carrier/MGA/AMS.
  • coverwallet — Digital SMB insurance platform acquired by Aon (2020), since dismantled; the transactional-generalist archetype in the competitive quadrant.
  • coverwatch — Pre-seed AI brokerage (July ‘26) occupying the exact Insurance 2.0 wedge: existing-policy review, flat-fee, continuous post-bind optimization.
  • 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.
  • darrow — Legal-tech exposure detection; cited as the model to copy — own a niche with a real “secret”, then expand.
  • 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.
  • embroker — Digital commercial brokerage + MGA for startups/professional lines (~$150M raised, no round since ‘21); purchase-centric insurtech 1.0.
  • 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.
  • ezlynx — applied-systems-owned comparative rater + agency CRM; ~30-carrier personal-lines blast, commercial module priced out of small-agency reach.
  • f2 — Israeli VC fund; home of maor-friedman; named seed-round anchor candidate alongside team8.
  • farmers — Captive carrier whose “Farmers Choice” embedded brokerage lets its captive agents write outside a narrow appetite and still be paid through Farmers.
  • faye — Israeli-founded travel-insurance MGA; vertical integration on one greenfield monolith turns UX into profitable unit economics; the team’s full-stack MGA benchmark via timor-arbel-sadras.
  • first-connect — Instant carrier-appointment marketplace (ex-Hippo; 130–150+ carriers, 5-minute sub-appointments, free); the P2 market-access rail for a newly licensed agency.
  • fiverr — Freelance-services marketplace; ran-levy’s CS organization is a B2C seller-success benchmark for the AM/CS wedge.
  • fize — Consumer-permissioned insurance data platform (250+ fields, personal + commercial auto); published per-sync pricing from $89/mo and the only cohort vendor whose commercial tier is labelled beta.
  • furtherai — AI workspace for insurance MGAs/brokers (YC, ~$30M, a16z); sells shovels to the traditional broker channel the team wants to displace.
  • 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).
  • goldfus — Israeli insurance agency (foreign nationals/diplomats/hi-tech); first design-partner candidate and the broker operational-pain reference case.
  • 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.
  • guardz — SMB cyber-security company (Timor portfolio); alon-huri pushing it to sell cyber-posture underwriting tools to legacy Israeli carriers.
  • harmony — Self-improving voice agent for call centers, built inside Monday by Nizan; primary Brain case study and revenue-cycle experiment ground.
  • harper — Best-funded AI-native SMB commercial brokerage (1.2K avg premium/account; placement-centric, not portfolio-centric.
  • herald — API-first commercial-insurance quoting infrastructure ($12M Series A, Babbix acquisition ‘25); the only developer-grade multi-carrier quote/bind API; requires the producer’s own appointments.
  • idx — US healthcare-AI; cited as the FDA-clearance precedent (output framed as “scan is normal” rather than diagnosis).
  • insurgrid — Insurance data platform for P&C agents (2,500+ agents; acquired by Helium Ventures Jan ‘26); client-link policy collection + AI dec-page/ACORD extraction; check-up-funnel intake candidate.
  • insurify — One of the largest US insurance aggregators; the contrast case for aggregator (point-in-time, product-triggered) vs holistic insurance wallet.
  • 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.
  • kanopi — Australian modular full-stack insurance platform (ex-Expense Check; ~AU$4M Hollard-led, 2021) selling launch/quote/portal tooling to insurers/MGAs/brokers; the sell-shovels archetype AX-INS-4 rejects; unrelated to canopy-connect.
  • lemonade — AI-first US carrier (renters/pet/home/car/life); the team’s richest carrier case study via two operator interviews (2026-08-03) on regulation, telematics, and distribution.
  • levitate — AI marketing/CRM layer syncing to a broker’s AMS; live in a real independent agency running segmentation, campaigns, website/SEO, and the post-bind cadence.
  • lexisnexis-risk-solutions — RELX-owned insurance data incumbent; its Current Carrier Commercial (June ‘26) is a carrier-contributory commercial-auto policy database — the closest thing to a real US policy rail, and closed to brokers by construction.
  • 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.
  • momentum-amp — AI-positioned AMS (ex-NowCerts); the only agency management system with a fully public read/write API; default P2 system-of-record candidate.
  • monday — Workplace platform; host org for the Brain prototype, Harmony, monday-agents-month, and closed-loop GTM evidence.
  • next-insurance — Digital SMB carrier co-founded by alon-huri; acquired by Munich Re/ERGO for $2.6B (2025), now ERGO NEXT; the insurtech-1.0 ceiling Insurance 2.0 reacts to.
  • 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.
  • parametrix — MGA whose value comes from monitoring software inside the insured’s cloud; the concrete shape of “MGA principles without MGA structure”.
  • passportcard — Israeli travel insurer; the Israel-first contrast case to faye — home-market start and legacy stack capped the outcome.
  • 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.
  • quotesweep — Agentic portal-automation rater (2025); AI agents log into carrier portals in parallel with the agency’s own credentials — the brute-force answer to only ~86 of ~2,700 US commercial carriers exposing an API.
  • rami-levy — Israeli supermarket aggressively expanding categories (airline → cellular → cars); load-bearing data point for the connect-businesses why-now.
  • recall-ai — Universal meeting-bot API (0.15/hr transcription); the capture rail for the insurance conversation-corpus asset.
  • render-ai — AI-services company publicly arguing FDE doesn’t scale; platform-from-day-one counter-narrative to wonderful.
  • robinhood — US retail brokerage (~$100B); its broker→self-clearing→partner-bank lifecycle is the strategic template for the insurance entry (“Robinhood of insurance”).
  • 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.
  • snaptrade — Plaid-equivalent for trading platforms; powers etoro’s third-party-app reach (Seeking Alpha → eToro). Second template for connect-businesses-multi-vertical-api.
  • solel-boneh — One of Israel’s largest GCs; previous employer of matan-amram; benchmark for Israeli construction industry scale and workflows.
  • team8 — Israeli venture-builder/foundry; alon-huri’s firm; second VC entry; tag pattern investor-thesis.
  • travelers — Large US admitted carrier; the placement carrier in the condo-association case and the illustration of marketing-rep → underwriter escalation.
  • 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.
  • vertafore — Insurance-software incumbent; QQ Catalyst AMS behind the first interviewed broker, where the daily carrier “download” is the load-bearing feature.
  • victory — Israeli supermarket selling apartments; same-day Israeli-retail trigger anecdote alongside Rami Levy/Osher Ad for the connect-businesses thesis.
  • viola-fintech — Israeli fintech venture arm; major insurify investor and a live warm-intro route via moshe-tamir.
  • 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.
  • wynter — B2B survey/message-testing platform with paid panels; Harmony precedent (1,250 credits / 250 respondents); leading candidate for the SMB insurance survey.
  • zeiss — German optics + medical-devices incumbent; Forum software / Humphrey perimeter / OCT — the lock-in pattern the visual-field wedge attacks.

Meetings

Sources

Topics

  • 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.
  • ai-broker-price-reduction-levers — The three mechanisms for actually lowering a customer’s premium (whole-market shopping, OpEx pass-through, the renewal lever) and what each assumes.
  • ai-brokerage-tam-model — Bottom-up TAM for the AI brokerage: 1.5–3B annually contestable, 10-yr scenarios 1.05B pinned to Embroker/NEXT/Clark comparables.
  • almogim-exec-visibility-poc — Concierge exec-visibility Brain for almogim (Outlook + uploads + Hebrew chat); now sourced by the 2026-06-13 directions discussion.
  • book-of-business-acquisition-economics — How agency books are valued, priced and transitioned in practice, and the plan to buy net books as an acquisition channel rather than a roll-up.
  • broker-jobs-to-be-done-map — Nine sequential jobs-to-be-done decomposing SMB brokerage operations (qualification → commission reconciliation); the product/investor narrative spine for “Actually”.
  • broker-operational-tech-stack — What independent SMB brokers actually run on (AMS → download → manual wholesaler half → rating → marketing) and the two seams no layer covers: existing coverage and carrier appetite.
  • canopy-connect-consent-scope — Contract-interpretation analysis of Canopy’s Innovator Terms: intended ingest→needs-assessment→quoting→comparison→recommendation flow, the boundary against unrelated secondary uses, and recommended “Connect your insurance” consent wording.
  • 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.
  • embedded-brokerage-for-captive-agents — The Farmers Choice / Craft Lake / bolt pattern letting a captive agent write outside her carrier while still paid through it; a working version of “one system, many carriers”.
  • 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.
  • geography-alternatives-europe-latam — First deliberate test of the US-only assumption: Europe’s passporting is a ~1% fiction and socializes workers’ comp/health; LatAm lacks the substrate (17–27% of SMBs insured); UK is the only real alternative.
  • 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.
  • insurance-beachhead-segment-sprint — 8 industry×use-case crosses scored on the 5-part Corgi-broker filter; robotics/automation integrators won 22/25; diligence kill-gates defined; second (legacy-incumbent) and third (bundling-simplicity) search axes flagged as unscored.
  • insurance-checkup-funnel-design — P0 product design: why auth-first fails for SMB commercial, value-first multi-rail intake, Tier A/B/C findings, and the check-up reframed as a renewal-dated nurture engine. Spec + prototype in outputs/.
  • insurance-distribution-aggregator-layer — The four businesses called “aggregator” (networks / raters / wholesalers / comparison sites), what each extracts per premium dollar, and the 2021–26 pattern of every neutral middleware being bought by a conflicted owner.
  • insurance-seed-fundraising — Live round state: effectively mid-round with Huri/Team8; validation-before-pitch bar; sizing debate (20M); exhaust-Huri vs parallel-funds question.
  • insurance-tech-integration-stack — Buy-every-rail-own-every-representation tech blueprint: Canopy ingestion, Herald + carrier-API neutral rater, Recall.ai capture, Momentum AMS, phased P0–P2 against the acquisition wedge; full doc in outputs/.
  • insurance-technology-vision — The 20-job machine: five-plane architecture, the four compounding assets, and the benchmark evidence that AI is weakest exactly at policy comparison and portal submission. Doc + one-page map in outputs/.
  • insurance-vendor-diligence-tracker — Living comparison of insurtech vendors (Canopy, InsurGrid, Herald, Axle, Fize, QuoteSweep, LexisNexis) against a fixed 9-question framework; append a new vendor each time a new product is researched.
  • 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.
  • smb-insurance-competitive-landscape — Web-verified Aug ‘26 map of US SMB insurtech: digital supply consolidated, AI-brokerage wave rising, parsing commoditizing, portfolio wedge contested by one pre-seed.
  • smb-insurance-portfolio-brokerage — Active direction (“Insurance 2.0”, from alon-huri): super-broker that ingests an SMB’s multi-carrier policies and acts as continuous BoR; entry via brokerage/MGA decided at the 2026-08-03 offsite.
  • 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.
  • us-insurance-distribution-economics — Anchor numbers for the insurance direction: premium-dollar split, 39K-agency funnel, $70B attackable labor pool, broker-vs-carrier AI-leverage asymmetry, BoR-flip mechanics.
  • us-producer-licensing-mechanics — Licensing is not the barrier: 49 reciprocal states, ~30 states in 3 weeks, 100–250K premium each) are the real gate.
  • 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.
  • white-label-distribution-gtm — Alternative GTM riding a large partner’s existing distribution (cards, airlines, loyalty clubs, brokers) instead of paying retail CAC; concedes the customer relationship AX-INS-2 claims.

Hypotheses

Decisions

Graph View

Backlinks