28 Priority Targets, No Live Route. The Trigger for Each One.

Seven companies from the core target list have actionable signals this cycle. These 28 do not. Each entry names the observable event that would upgrade it and how you'd catch it. Organized by trigger type so you can scan reactivation conditions in under five minutes.

Waiting for a qualifying route to appear

Fifteen companies with no Staff+ product design or Director+ design leadership posting on their boards right now. The trigger is the same across the group — a qualifying requisition surfaces — but the company rubric scores vary widely, and so does what you'd lead with when one does. Highest-value reactivations: Anthropic, Glean, and Figma, where the company score already clears Act and only the role signal is missing. Note: negative career-page scans at Databricks, Cloudflare, Elastic, and Salesforce were limited by dynamic page indexing. Absence from the scan does not guarantee absence from the board.

1. Anthropic. Builds Claude, a general-purpose AI assistant and API platform.

Stage / Size / Capital: Private, ~1,500 employees, $15B+ raised.
Offices: SF, NYC, London.
Value chain: Upstream model provider. Design spans consumer product and enterprise API — unusually broad scope for the headcount.
Best at: Strongest safety-to-product pipeline in frontier AI.
Signals: No qualifying posting. Opus 5 announced July 24. Joel Lewenstein leads ~30 across product design, research, and content design. Well past 90 days — no executive-hire window.
Tier: AI-native.
Rubric: Company 11/12 (AI 3, Stage 3, Design 2, Trajectory 3). Role projected 13/15 if Staff+ appears.
Portfolio match: Claude's hardest design surface is the moment a user decides whether to trust an output that involved reasoning chains, tool invocations, and variable confidence — the Watch→Verify transition in real time. Lead with the Inference-Aware UX artifact, specifically the uncertainty-to-interaction mapping. TinyFish production experience with agent traces gives practitioner depth a portfolio-only candidate can't match: she designed trust surfaces and shipped the infrastructure generating them.
Verdict: Ignore-until-trigger. Trigger: Staff+ product design or Director+ design leadership requisition, ideally within Lewenstein's org. Detect: Anthropic career-page alert + Lewenstein and Ami Vora LinkedIn monitoring.

2. Glean. AI-powered enterprise search and agent platform.

Stage / Size / Capital: Private, Series E at ~$4.6B valuation.
Offices: SF.
Value chain: Midstream enterprise AI layer between company data and employee workflows.
Best at: Permission-aware retrieval across enterprise knowledge sources. Other enterprise AI platforms treat access control as someone else's problem. Glean owns it.
Signals: No qualifying posting. Board shows two Senior UX Research roles under Design, no product design. Agent identity launched public beta July 15.
Tier: AI-native. Rubric: Company 10/12 (AI 3, Stage 3, Design 2, Trajectory 2). Role projected 12/15 if Staff+ appears.
Portfolio match: The specific problem: showing users why a particular result was surfaced while respecting document-level permissions the user may not know exist. Search attribution under access constraints. Alibaba.com's search intervention (+20% transactions, +2.2pt NPS) is the enterprise proof, but the angle is the permission boundary — Juno redesigned search across organizational silos where different user types had different visibility. TinyFish agent-trace experience adds the attribution layer. Unlike Atlassian's Rovo (entry 5 below), Glean's agents read; they don't write. The trust problem is surfacing, not modification.
Verdict: Ignore-until-trigger. Trigger: Staff+ or Director+ product design route owning agent identity, permission-aware retrieval, or enterprise agent governance. Detect: Greenhouse alert + design-leader LinkedIn monitoring.

3. Figma. Design and development platform for collaborative product teams.

Stage / Size / Capital: Public (2025 IPO).
Offices: SF (HQ), NYC, London.
Value chain: Downstream application layer — the tool designers and developers use daily.
Best at: Real-time multiplayer collaboration on design artifacts at a fidelity no competitor has matched.
Signals: No qualifying posting. Board shows Manager and unleveled Product Designer roles including AI work, no Staff+ IC or Director+. Q2 2026 results August 5.
Tier: Growth-stage platform. Rubric: Company 10/12 (AI 2, Stage 2, Design 3, Trajectory 3). Role projected 12/15 if Staff+ appears.
Portfolio match: Expert review of machine-generated design or code changes without destroying creative flow — a designer needs to understand what the AI changed, why, and whether to accept, at the speed of thought. Lead with an Output Review artifact if visually demonstrable at junochen.com. Evidence gap flag: if that artifact isn't published, the match weakens considerably. Equinox+ (MVP in 3 months, 5 brands, 4.8★, BCG DV) supplies rapid creative-build proof.
Verdict: Ignore-until-trigger. Trigger: Staff+ IC or Director+ role owning AI-model interaction, expert review, or design-and-code workflows. Detect: Figma careers alert + product-design leadership LinkedIn.

4. Databricks. Unified data and AI platform for analytics, ML, and governance.

Stage / Size / Capital: Private, ~$60B valuation.
Offices: SF (HQ), remote-friendly.
Value chain: Midstream data infrastructure. Design scope is developer and analyst workflows.
Best at: Unifying data lakehouse and AI model serving under one governance layer.
Signals: No qualifying posting found (dynamic indexing limits confidence). August 2026 release notes show active platform development through August 21.
Tier: Enterprise platform. Rubric: Company 10/12 (AI 2, Stage 3, Design 2, Trajectory 3). Role projected 11/15 if Staff+ appears.
Portfolio match: A data analyst deciding whether to trust an AI-generated SQL query before running it on production data — verification at the moment of commitment. Brand Pulse's attribution surfaces map here, but the specific angle is pre-execution review of generated transformations. TinyFish's agent-auditability work grounds the technical credibility. The commitment is irreversible in a way that Figma's design-review problem is not: you can undo a design change, but a query that ran on production data already ran.
Verdict: Ignore-until-trigger. Trigger: Staff+ product design in AI/BI, Mosaic AI, governance, or developer workflows. Detect: Databricks Product & Design job alert + platform-release monitoring.

5. Atlassian. Collaboration platform (Jira, Confluence, Rovo AI) for software and knowledge teams.

Stage / Size / Capital: Public.
Offices: Sydney (HQ), SF, NYC.
Value chain: Vertically integrated — builds the tools and the AI layer (Rovo). Charlie Sutton is CDO; Tamar Yehoshua is Chief Product and AI Officer. Sutton well past 90 days.
Best at: Cross-product workflow integration deep enough that teams build their operating systems inside it.
Signals: No qualifying posting. AI careers page identifies permissions, trust, orchestration, and human-agent collaboration as design domains but doesn't establish a current req. Q4 FY26 shareholder letter August 6.
Tier: Enterprise platform. Rubric: Company 9/12 (AI 2, Stage 2, Design 3, Trajectory 2). Role projected 12/15 if Staff+ appears.
Portfolio match: Rovo agents don't just read — they write. An agent with access to one Confluence workspace surfaces or modifies content the requesting user shouldn't see. The problem is maintaining permission clarity when agents cross organizational boundaries and leave changes behind. Red Cross (6 systems→1, $847K disbursed, BCG DV) is the proof: authorization boundaries maintained during system unification.
Verdict: Ignore-until-trigger. Trigger: Staff+ or Director+ product design in Sutton's org, or a public statement that the AI platform build requires new design leadership. Detect: Atlassian careers + Sutton LinkedIn.

6. Notion. Workspace platform with AI agents and Workers.

Stage / Size / Capital: Private, pre-IPO.
Offices: SF (HQ).
Value chain: Downstream application — the workspace users live in daily.
Best at: Flexible workspace architecture that adapts to any team's information structure without requiring a database administrator.
Signals: No qualifying posting. Current Product Designer role (July 2) is below Staff level. Workers credit usage started August 11.
Tier: Growth-stage platform. Rubric: Company 9/12 (AI 2, Stage 3, Design 2, Trajectory 2). Role projected 11/15 if Staff+ appears.
Portfolio match: Multiple humans and agents editing the same surface — the problem is reversibility and attribution in collaborative documents. What may an agent change inside a shared workspace, and when must it return control? The Delegate rung of the five-handoffs framework maps directly. TinyFish's three-month platform build supplies the technical currency for agent-boundary decisions. Where Miro's problem (entry 6 in the stale cluster) is synthesis across perspectives, Notion's is modification within a shared record.
Verdict: Ignore-until-trigger. Trigger: Staff+ or Director+ route owning Custom Agents, Workers, permissions, or shared-workspace autonomy. Detect: Ashby alert + Notion release monitoring.

7. Adobe. Creative and document platform with Firefly AI and Content Credentials.

Stage / Size / Capital: Public, mature.
Offices: San Jose (HQ), SF, NYC.
Value chain: Vertically integrated — builds creative tools, the AI models inside them, and the provenance layer.
Best at: End-to-end creative tool ecosystem with integrated AI generation and a provenance standard (Content Credentials) no competitor has replicated.
Signals: No qualifying posting. Staff and Senior Staff product design positions marked filled. Creative-agent expansion announced June 18.
Tier: Enterprise platform. Rubric: Company 8/12 (AI 2, Stage 1, Design 3, Trajectory 2). Role projected 12/15 if Staff+ appears.
Portfolio match: Provenance and approval before AI-generated content enters a professional workflow — Content Credentials as chain-of-custody for creative assets. Thermo Fisher mySupply ($20M+ margin, 6 pharma partners, 100% adoption, BCG DV) is the regulated chain-of-custody proof. The failure mode here is creative authorship and legal attribution, not data accuracy — a different provenance problem than Databricks.
Verdict: Ignore-until-trigger. Trigger: New requisition ID for Staff+ product design in Firefly, creative agents, provenance, or Content Credentials. Detect: Adobe careers alert + Firefly leadership monitoring.

8. Airtable. Low-code database platform with AI workflow automation.

Stage / Size / Capital: Private, late-stage.
Offices: SF (HQ).
Value chain: Midstream platform layer between raw data and business workflows.
Best at: Low-code database flexibility that lets non-technical teams build structured workflows without engineering support.
Signals: No qualifying posting. Current Product Designer role asks for 8+ years but isn't formally leveled Staff. July 2026 product updates published.
Tier: Growth-stage platform. Rubric: Company 8/12 (AI 2, Stage 2, Design 2, Trajectory 2). Role projected 10/15 if Staff+ appears.
Portfolio match: Previewing and approving AI-generated bulk record changes before committing them across a base — review-at-volume, where a user needs to understand what 200 changes will do without inspecting each one. Retail Velocity's review-at-volume patterns map here. Allē's dual-surface system (30M members, 3.2× redemption, BCG DV) adds the multi-stakeholder dimension.
Verdict: Ignore-until-trigger. Trigger: Formally leveled Staff+ role in AI workflows, enterprise administration, or Interfaces. Detect: Greenhouse title alert + product-update monitoring.

9. Vercel. Frontend deployment platform with AI-assisted development.

Stage / Size / Capital: Private, pre-IPO.
Offices: SF, NYC.
Value chain: Midstream developer infrastructure between code and production.
Best at: Frontend deployment speed and developer experience for the React/Next.js ecosystem.
Signals: No qualifying posting. Current Senior Product Designer, Growth is below Staff threshold. Managed image optimization changelog August 10.
Tier: Growth-stage platform. Rubric: Company 8/12 (AI 2, Stage 3, Design 1, Trajectory 2). Role projected 10/15 if Staff+ appears.
Portfolio match: AI-generated code changes propagate through preview, build, and deployment — the developer needs to understand what changed at each stage and roll back precisely. Intent-Based Interaction artifact maps here. Match strengthens when the artifact demonstrates the review-and-rollback surface; weaker without it. Suno's intent problem (entry 1 in the stale cluster) is aesthetic; Vercel's is functional and cascading.
Verdict: Ignore-until-trigger. Trigger: Staff+ design role owning agent/developer interaction across code generation, preview, deployment, and observability. Detect: Greenhouse alert + Vercel changelog monitoring.

10. Salesforce. Enterprise CRM platform building Agentforce AI agents across sales, service, commerce, and analytics.

Stage / Size / Capital: Public, mature.
Offices: SF (HQ).
Best at: CRM market dominance with the broadest enterprise agent surface — Agentforce spans more business functions than any competing agent platform.
Signals: Kat Holmes departed as CXO in March 2026; no successor named publicly. No qualifying posting. July 29 Agentforce merchandising role is Senior Product Designer, below Staff threshold. Agentforce Commerce release July 6.
Value chain: Vertically integrated — builds the CRM, the agent layer, and the trust infrastructure.
Tier: Enterprise platform. Rubric: Company 7/12 (AI 2, Stage 1, Design 2, Trajectory 2). Role projected 11/15 if Staff+ appears. Below Watch threshold on company score — would need a high-scoring role to reactivate.
Portfolio match: Agentforce agents act across Sales, Service, Commerce, and Analytics, each with different permission models — the problem is cross-product agent governance at enterprise breadth. Alibaba.com's cross-functional sprint structure (homepage, search, PDP — +20% transactions, +2.2pt NPS) maps to the organizational-boundary problem. These agents transact, which raises the stakes past Glean's retrieval-only surface.
Verdict: Ignore-until-trigger. Trigger: CXO successor appointment (starts a new executive-hire clock — highest-value trigger), or Staff+/Director+ product design requisition in Agentforce, Commerce, or platform governance. Detect: Salesforce leadership news + design job category + executive LinkedIn feed.

11. Palantir. Builds AIP, a platform for operational AI decision-making in defense, intelligence, and commercial sectors.

Stage / Size / Capital: Public.
Offices: Denver (HQ), NYC, Palo Alto, London.
Value chain: Downstream application layer — turns data into operational decisions.
Best at: Deploying AI into high-consequence operational environments where wrong decisions carry costs measured in lives or national security outcomes.
Signals: No qualifying posting. Design board lists London and US Government Product Designer roles plus early-career positions. Q2 results filed August 3.
Tier: Enterprise platform. Rubric: Company 7/12 (AI 2, Stage 1, Design 1, Trajectory 3). Below Watch threshold. Engineering-dominated culture limits design influence ceiling.
Portfolio match: AIP users make high-consequence operational decisions based on AI analysis — the approval surface must make stakes and evidence visible before commitment. Red Cross crisis disbursement ($847K disbursed, 6 systems→1, BCG DV) is the proof for high-consequence decisions requiring visible evidence chains. Palantir's operating context is high-stakes but stable; Rubrik's (entry 5 in the stale cluster) is actively adversarial. Different trust problem.
Verdict: Ignore-until-trigger. Trigger: Staff+ or Director+ route owning AIP approval, human review, or operational decision surfaces. Detect: Lever Design-team alert + AIP product announcements.

Lower-priority monitoring — company rubric ≤6/12. These companies would need an unusually high-scoring role to reach Watch. Abbreviated format until a qualifying requisition changes the math.

12. Snowflake (6/12). Best at: governed multi-party data sharing at cloud scale. Cortex AI governance and generated transformations. Offices: Bozeman (HQ), SF. Board: Senior Product Designer roles (April 17, June 8), below Staff. Dynamic model routing announced August 18. Trigger: Staff+ in Cortex AI governance or AI observability. Detect: Ashby alert. Portfolio angle: Carrier IQ's provenance and accountability patterns for auditable transformations.

13. MongoDB (6/12). Best at: developer-first document database with flexible schema that adapts to application needs. Atlas AI retrieval and developer experience. Offices: NYC (HQ), remote-friendly. No qualifying posting found. Enterprise AI retrieval announced June 30. Trigger: Staff+ in Atlas AI, retrieval, or model-context infrastructure. Detect: MongoDB Product & Design filter. Portfolio angle: Agentic Labs apps (Brand Pulse, Retail Velocity) are built on retrieval — Juno designed the surfaces that make AI retrieval legible.

14. Cloudflare (6/12). Best at: network-edge performance and security at a scale that makes infrastructure-level AI agent identity viable. AI agent infrastructure — identity, payments, and permissions at the network edge. Offices: SF (HQ). No qualifying posting found (dynamic indexing limits confidence). Agent identity and wallet announced August 4. Trigger: Staff+ in agent identity, permissions, or revocation. Detect: Cloudflare careers alert. Portfolio angle: Carrier IQ provenance patterns + TinyFish governance experience for agent authorization.

15. Elastic (6/12). Best at: search relevance tuning and observability across distributed systems at enterprise scale. Agentic SOC — AI-powered security investigation and alert triage. Offices: SF, Amsterdam, distributed. No qualifying posting found. Agentic SOC capabilities announced July 31. Trigger: Staff+ in search relevance, AI security investigation, or human-agent observability. Detect: Elastic design-job alert. Portfolio angle: Brand Pulse confidence surfaces — showing analysts why the system flagged something and how certain it is.

Stale route needs a fresh requisition ID

Nine companies where a qualifying or near-qualifying posting existed but has decayed past the 43-day threshold, been marked filled, or aged into irrelevance. A page that still loads does not reset the clock. You need a new Ashby/Greenhouse/Lever job ID or materially rewritten scope language before treating any of these as live. Highest-value reactivations: Suno and Abridge (both 11/12 company score), then Ramp (10/12 with a $44B Series F just closed).

1. Suno. AI music generation platform.

Stage / Size / Capital: Private, Series D at $5.4B valuation, $400M+ raised (June 3).
Offices: Cambridge, MA.
Value chain: Downstream consumer application — AI generates music from text prompts.
Best at: Most natural text-to-music generation quality. The output sounds like music, not like a demo.
Signals: Senior/Staff Product Designer posting dates to May 5 — stale past 43-day threshold. A newer creative-studio contract role is not a qualifying signal.
Tier: AI-native. Rubric: Company 11/12 (AI 3, Stage 3, Design 2, Trajectory 3). Role projected 12/15 if refreshed.
Portfolio match: Preserving musical intent across iterative generation — the user specifies what they want, the AI produces variations, and the user refines without losing the thread of their original idea. Intent-Based Interaction artifact maps directly. Equinox+ (0→MVP 3 months, 5 brands, 4.8★, BCG DV) supplies rapid iterative creative-build proof. The intent problem here is aesthetic — a different design challenge than Vercel's cascading code-review version.
Verdict: Ignore-until-trigger. Trigger: New Ashby job ID or explicit repost for Staff+ product designer with product authority. Detect: Ashby job-ID monitoring + Suno design-leader posts.

2. Abridge. AI-powered clinical documentation for healthcare systems.

Stage / Size / Capital: Private, pre-IPO.
Offices: Pittsburgh, SF.
Value chain: Downstream healthcare application — generates clinical notes from patient-provider conversations.
Best at: Clinical documentation accuracy that clinicians actually trust enough to use in production, across multiple health system partners.
Signals: Staff Product Designer route dates to September 2025 — very stale. Product momentum is strong: context-aware clinical intelligence expanded to all partners August 17.
Tier: Healthcare/Regulated. Rubric: Company 11/12 (AI 3, Stage 3, Design 2, Trajectory 3). Role projected 13/15 if refreshed.
Portfolio match: A clinician reviewing AI-generated documentation before it enters the medical record — expert verification under time pressure in a regulated context. The Verify handoff. Thermo Fisher mySupply (6 pharma partners, 100% adoption, $20M+ margin, BCG DV) is the regulated-adoption proof. The failure mode here is clinical harm — qualitatively different stakes from Adobe's attribution-error problem or Databricks' data-accuracy problem.
Verdict: Ignore-until-trigger. Trigger: New Staff+ or Director+ requisition owning clinician review, evidence visibility, or agentic care workflows. Detect: Ashby job-ID alert + healthcare-product announcements + design-leader LinkedIn.

3. Ramp. AI-powered corporate finance platform — expense management, procurement, and financial operations.

Stage / Size / Capital: Private, Series F at $44B valuation, $750M raised (June 4).
Offices: NYC (HQ).
Value chain: Midstream fintech between company spending and financial systems.
Best at: Fastest corporate expense automation with AI-native workflows that eliminate manual reconciliation.
Signals: Director of Product Design posting dates to June 8 — stale past 43-day threshold. The massive Series F closed two months ago. The hiring surge from that round should be materializing now.
Tier: Growth-stage platform. Rubric: Company 10/12 (AI 2, Stage 3, Design 2, Trajectory 3). Role projected 12/15 if refreshed.
Portfolio match: Financial-agent exception handling — when an AI agent flags a transaction, initiates a payment, or recommends a vendor, the user needs to understand why and reverse it if wrong. Carrier IQ's review and provenance patterns map to the exception-handling surface. TinyFish enterprise-agent governance experience adds the production credibility for financial-grade reversibility.
Verdict: Ignore-until-trigger. Trigger: New Ashby job ID or repost for Director+ or Staff+ design in agentic finance. Detect: Ashby job-ID monitoring + Ramp funding/product alerts. Watch for IC design clusters — the Series F should generate mid-level postings that precede a leadership search.

4. Vanta. Automated security and compliance platform.

Stage / Size / Capital: Private, pre-IPO.
Offices: SF (HQ).
Value chain: Midstream compliance layer between company operations and audit requirements.
Best at: Continuous compliance automation that replaces point-in-time audits with persistent monitoring.
Signals: Head of Design posting dates to July 6 — stale. Prior research identifies this as a backfill, not function expansion. Product updates through July 2026.
Tier: Growth-stage platform. Rubric: Company 9/12 (AI 2, Stage 3, Design 2, Trajectory 2). Role projected 11/15 if refreshed.
Portfolio match: Expert review of continuous-compliance evidence — the auditor or security lead needs to trust that automated monitoring caught what it should have. Thermo Fisher's regulated adoption (100% adoption, BCG DV) is the proof for expert trust in automated systems. TinyFish agent-governance experience adds the technical layer. Vanta's reviewer is an auditor, not a clinician — the failure mode is regulatory, not clinical.
Verdict: Ignore-until-trigger. Trigger: New requisition ID with an expansion mandate, an additional Staff+ product design cluster, or a new design executive. Confirm backfill-vs-build before outreach. Detect: Ashby job-ID monitoring + company-org announcements.

5. Rubrik. Cyber recovery and data security platform.

Stage / Size / Capital: Public (2024 IPO).
Offices: Palo Alto (HQ).
Value chain: Midstream security infrastructure between enterprise data and threat response.
Best at: Cyber recovery speed and data immutability — the ability to restore clean data when the environment itself has been compromised.
Signals: Visible Director route is old — continued presence does not establish a fresh requisition. Available as an AI agent announced June 9.
Tier: Enterprise platform. Rubric: Company 9/12 (AI 2, Stage 2, Design 2, Trajectory 3). Role projected 11/15 if refreshed.
Portfolio match: Approving restore actions while systems may be compromised — the user must decide what to trust when the environment itself is untrustworthy. Red Cross crisis platform (6 systems→1, $847K disbursed, BCG DV) maps to high-consequence decisions under uncertainty. The operating environment is actively adversarial — a harder trust problem than Palantir's stable-but-consequential context.
Verdict: Ignore-until-trigger. Trigger: New requisition ID for Director+ or Staff+ in cyber recovery, Agent Cloud, or AI governance. Detect: Rubrik careers alert + direct job-ID comparison.

6. Miro. Collaborative visual workspace with AI canvas capabilities.

Stage / Size / Capital: Private, late-stage.
Offices: SF, Amsterdam, Berlin.
Value chain: Downstream application — the canvas teams collaborate on.
Best at: Real-time visual collaboration at enterprise scale, with enough flexibility to serve strategy, design, and engineering on the same surface.
Signals: Director of Product Design posted June 25 — 58 days old, well past threshold. Staff routes are older and based in Amsterdam/Copenhagen. Canvas 26 AI platform announced May 19.
Tier: Growth-stage platform. Rubric: Company 9/12 (AI 2, Stage 2, Design 3, Trajectory 2). Role projected 11/15 if refreshed.
Portfolio match: AI synthesis across a shared canvas where multiple contributors have different intent — the problem is respecting divergent perspectives during automated consolidation. Alibaba.com's cross-functional sprint structure — synthesizing competing stakeholder perspectives into coherent design direction — maps to the multi-perspective challenge. Where Notion's problem is agent modification of a shared record, Miro's is agent synthesis across competing viewpoints.
Verdict: Ignore-until-trigger. Trigger: New US requisition ID or explicit repost with reset mandate. Detect: Ashby job-ID comparison + Miro product-design leadership monitoring.

7. Zoox. Autonomous vehicle company building a purpose-built robotaxi.

Stage / Size / Capital: Amazon subsidiary.
Offices: Foster City, CA.
Value chain: Vertically integrated — builds the vehicle, the AI, and the rider experience.
Best at: Purpose-built autonomous vehicle designed around riders from the ground up, not retrofitted from a driver's car.
Signals: Senior Manager, Product and Experience Design created May 13 — stale despite remaining on Lever. Safety Case Framework published August 12.
Tier: AI-native. Rubric: Company 9/12 (AI 3, Stage 2, Design 2, Trajectory 2). Role projected 11/15 if refreshed.
Portfolio match: Rider trust when no human driver is present — the vehicle must communicate intent, awareness, and capability through the experience surface alone. Human-Agent System Design artifact leads. Cummins/ZED Connect (dual-surface fleet platform, BCG DV) provides supporting connected-operations domain proof. Zoox's user is a consumer passenger, not a fleet operator — different trust vocabulary than Samsara.
Verdict: Ignore-until-trigger. Trigger: New requisition ID or materially rewritten role in rider experience, assistance, or driverless escalation. Detect: Lever job-ID monitoring + Zoox safety/product releases.

8. Samsara. Connected operations platform for physical AI in fleet, field, and facility management.

Stage / Size / Capital: Public.
Offices: SF (HQ).
Value chain: Midstream IoT platform between physical assets and operational decisions.
Best at: IoT data density across fleet and facility operations — more sensor types, more asset categories, more operational contexts than any competitor.
Signals: Director of Product Design past 43-day boundary as of August 19 board review. Physical AI brand evolution announced July 21.
Tier: Enterprise platform. Rubric: Company 9/12 (AI 2, Stage 2, Design 2, Trajectory 3). Role projected 11/15 if refreshed.
Portfolio match: Fleet operator supervision of AI-generated alerts and recommendations across hundreds of assets — trust calibration at scale, deciding which alerts deserve attention and which the system can handle autonomously. Human-Agent System Design artifact leads. Cummins/ZED Connect (dual-surface fleet platform, predictive asset management, BCG DV) is direct domain proof: same industry, same user type, same decision structure. Strongest domain match for ZED Connect in the entire target list.
Verdict: Ignore-until-trigger. Trigger: New Director+ or Staff+ requisition ID in fleet intelligence, field operations, or connected-asset workflows. Detect: Direct careers-page job-ID monitoring + Physical AI product announcements.

9. Amplitude. Product analytics platform with AI-powered insights and recommendations.

Stage / Size / Capital: Public.
Offices: SF (HQ).
Value chain: Midstream analytics layer between product data and team decisions.
Best at: Product analytics depth with behavioral cohort precision that product managers use to make feature and growth decisions.
Signals: Head of Product Design posting dates to July 7 — entered Ignore band by cutoff. Q2 2026 results August 5.
Tier: Growth-stage platform. Rubric: Company 8/12 (AI 2, Stage 2, Design 2, Trajectory 2). Role projected 11/15 if refreshed as Head/VP.
Portfolio match: Explaining why an AI analytics system generated a specific recommendation — the product manager needs to understand the reasoning before acting on it. Brand Pulse's attribution surfaces map here, but the angle is recommendation confidence rather than sentiment accuracy. Alibaba.com supplies the commercial evidence (+20% transactions) for analytics-driven design decisions.
Verdict: Ignore-until-trigger. Trigger: New Head/VP design requisition or Staff+ role in AI analytics, recommendations, or platform integration. Detect: Ashby job-ID alert + Amplitude investor/product announcements.

Blocked by geography or structural change

Four companies where the barrier is access, not signal freshness. Two have qualifying roles that exclude the Bay Area. Two are mid-acquisition with hiring authority unresolved. These are the most unpredictable triggers — geographic policies and acquisition timelines change on schedules you can't read from public signal.

1. Duolingo. AI-powered language learning platform.

Stage / Size / Capital: Public.
Offices: Pittsburgh (HQ), NYC.
Value chain: Downstream consumer application.
Best at: Gamified retention at consumer scale — the engagement loop that keeps learners returning daily.
Signals: Staff Product Designer roles live in Pittsburgh and New York — neither establishes Bay Area or remote-US eligibility. Animade acquisition announced August 13.
Tier: Growth-stage platform. Rubric: Company 10/12 (AI 2, Stage 2, Design 3, Trajectory 3). Role projected 12/15 if geographically eligible.
Portfolio match: AI-tutor confidence and corrective feedback — the learner needs to trust that the AI's correction is right and understand why their answer was wrong. The Verify rung maps here. Red Cross decision surface (BCG DV) supplies proof for visible reasoning behind high-consequence guidance. The trust calibration is pedagogical — the user is learning, not operating — which changes the pacing and tolerance for explanation compared to Abridge's clinician-review problem.
Verdict: Ignore-until-trigger. Trigger: Remote-US or Bay Area eligibility on a Staff role, or a new role explicitly owning AI tutoring and feedback. Detect: Greenhouse location-change alert + duplicate-title comparison.

2. Fin (formerly Intercom). AI-first customer service platform.

Stage / Size / Capital: Private. Renamed from Intercom May 2026. Salesforce announced definitive acquisition agreement June 2026.
Offices: SF, Dublin, London.
Value chain: Downstream application — AI resolves customer support conversations.
Best at: AI resolution rate in customer support — the percentage of conversations the AI handles without human escalation.
Signals: Staff/Principal Product Designer is London-based — no US eligibility. Evals and Releases announced August 13. Product momentum is strong but organizational future depends on Salesforce integration.
Tier: AI-native. Rubric: Company 8/12 (AI 3, Stage 1, Design 2, Trajectory 2). Role projected 12/15 if US-eligible.
Portfolio match: The AI-to-human escalation seam in customer support — when should the AI hand off, and how does the human agent pick up context without re-asking? This maps directly to the five-handoffs framework's escalation boundary. Alibaba.com's +2.2pt NPS gain supplies enterprise trust evidence for handoff quality. The only company in the target list where the core design problem is the handoff itself rather than the pre-handoff decision.
Verdict: Ignore-until-trigger. Trigger A: US Staff+ or Director+ role under the Fin organization. Trigger B: Salesforce role explicitly owning the former Fin/Intercom product org or AI-agent customer service work. Detect: Monitor both the Fin Greenhouse board and Salesforce Design jobs. Watch for acquisition-closing announcements that reveal the integration timeline.

3. Airbnb. Travel marketplace connecting guests and hosts globally.

Stage / Size / Capital: Public, mature.
Offices: SF (HQ).
Value chain: Downstream consumer marketplace.
Best at: Two-sided marketplace trust at global hospitality scale — the review system, verification infrastructure, and resolution process that make strangers comfortable staying in each other's homes.
Signals: Staff Experience Designer, International is Singapore-based — no US eligibility. Q2 2026 results August 6.
Tier: Enterprise platform. Rubric: Company 7/12 (AI 1, Stage 1, Design 3, Trajectory 2). Below Watch threshold — strong design culture but limited AI centrality and equity upside.
Portfolio match: Asymmetric trust between guests and hosts — two user types with different risk profiles, different information needs, and different trust thresholds on the same platform. Allē's dual-surface redesign (30M members, 3.2× redemption, $42 CAC, BCG DV) maps to the two-sided trust problem. Airbnb's asymmetry involves physical safety, which raises the stakes past dual-surface work involving financial or reputational risk.
Verdict: Ignore-until-trigger. Trigger: US Staff+ or Director+ route in AI trip planning, guest-host trust, or service recovery. Detect: Greenhouse location alert + Airbnb product announcements.

4. Brex. Corporate card and financial platform, now a wholly owned Capital One subsidiary.

Stage / Size / Capital: Acquired (Capital One, April 2026).
Offices: SF.
Best at: Corporate card and spend management built for startups and mid-market companies, with AI-native expense workflows.
Signals: The Staff Product Designer, AI posting still loads at a Brex URL with Brex branding and a Greenhouse-linked requisition ID as of August 22, but the page identifies Brex LLC as a Capital One subsidiary. Whether budget approval, recruiting operations, or headcount systems remain independent from Capital One is not visible from public signal. The downgrade rationale is covered in Window Status.
Tier: AI-native (pre-acquisition). Rubric: Company 6/12 (AI 2, Stage 1, Design 2, Trajectory 1). Well below Watch threshold post-acquisition.
Portfolio match: Human supervision of agents moving money — the user needs to see what the agent is about to do, why, and how to stop it. Carrier IQ's review and provenance patterns map here. TinyFish production experience with agent traces, reversibility, and governance adds the technical layer.
Verdict: Ignore-until-trigger. Trigger A: Brex publishes a new AI-design requisition under a new Brex job ID. Trigger B: Capital One publishes a role explicitly assigned to the former Brex product org or agentic financial work. Detect: Monitor both Brex Greenhouse and Capital One Design jobs.

Things to follow up on...

Rillet's missing design seat: Rillet just raised $100M at a $1B valuation with an AI-native accounting platform built around agent-driven workflows, but its only design opening asks for three years of experience — watch for a Staff+ requisition as the funding deploys.
Salesforce's open CXO chair: Kat Holmes announced her departure in March 2026 after six years leading design across Agentforce, Slack, CRM, and analytics, and no successor has been named publicly — a CXO appointment would start a fresh executive-hire clock and potentially upgrade Salesforce from Ignore.
Hightouch's deceptive freshness: The Staff Product Designer, AI Creative Tools page shows an August 12 update but an original June 26 Greenhouse publication date, making the role 57 days old despite appearing current — a useful reminder that ATS update timestamps and original publication dates are different signals.
Ramp's post-Series F hiring lag: Ramp closed a $750M Series F at $44B in early June, but its Director of Product Design posting hasn't refreshed since June 8 — mid-level IC design postings in the next few weeks would be the leading indicator that a leadership search is coming.