100 Dormant Companies, Filed by What You'd Lead With When the Signal Fires

None of these companies have a qualifying design role posted as of September 4, 2026. This is the list you check after a trigger fires — a funding round, a LinkedIn post, a job alert from one of the detection links below — so you already know the design problem, the portfolio lead, and who to look for before you write a word of outreach.

Clusters are organized by design mandate, not industry. When Hippocratic AI posts a Staff role, you don't reach for "healthcare experience." You reach for the Trust essay's Decision Gate handoff and Red Cross as high-consequence deployment proof, because the design problem at Hippocratic is clinician-agent supervision, and that's what your portfolio solves.

This updates the prior dormant inventory. Boundary rule: if a company has a live qualifying signal this cycle, it belongs on the active scan. Twelve companies were excluded for exactly that reason — Harvey, Deepgram, Ashby, Owner.com, BuildOps, Socure, Kin, Faire, Runway, Synthesia, Samsara, and Jerry all have live Staff+ or Director roles now.

Scoring key

Co. = company rubric total out of 12, with dimensional breakdown: AI centrality (0–3 bonus) · Stage/equity (1–3) · Design influence (1–3) · Trajectory (1–3). No VDL = no verified design leader found this pass. Each cluster paragraph includes a projected role score range (out of 15) when a qualifying posting appears.

Five VC portfolio boards cover multiple entries and are worth adding to your weekly scan: Oak HC/FT (regulated AI, fintech), Shield Capital (defense), Lux Capital (defense, climate), Congruent Ventures (climate, mobility), Energy Impact Partners (energy, grid). One board, multiple companies, one weekly check.

Three verified design leaders across the full 100: Paco Viñoly at Retool, Andy Lu at Arize AI, Joshua Chauvin at MaintainX. For the other 97, a Head of Design appointment is itself a trigger — act within 30 days of that hire.

1. Trust and Supervision in Regulated AI

The design problem here is the moment a human reviews, overrides, or accepts an AI recommendation before it reaches a patient, a claim, or a clinical decision. Lead with the Trust essay's Decision Gate handoff + Red Cross high-consequence deployment proof. Noom posted a Director for Noom Med on September 2; Ambience and Wellsheet have live Staff roles for clinically complex AI — proof this mandate is hiring now, just not at these ten yet. Tier: Healthcare/Regulated. Detection shortcut: Oak HC/FT portfolio board. Projected role score: 12–14/15.

Hippocratic AI. Patient-facing clinical agents. Series C, Palo Alto. Downstream application. Co. 9/12 (AI 3 · Stage 2 · Design 2 · Traj 2). Portfolio match: Patient safety during agent-to-clinician handoff — when does the agent stop and the human take over? Red Cross national deployment ($847K disbursed, lives at stake) is your proof that you've shipped high-consequence decision gates at scale. Trigger: Staff+ design for patient-agent supervision or clinician escalation. First signal is more likely a Head of Design hire than a direct Staff posting — a company this well-funded with no VDL will hire the leader first. Careers. No VDL.
AKASA. Generative-AI medical coding and revenue-cycle automation. Series B+, South San Francisco. Midstream platform. Co. 8/12 (AI 3 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for coding exceptions or human review queues. Ashby. No VDL.
Transcarent. Employer health navigation and AI-guided care access. Series D, San Francisco. Downstream application. Co. 8/12 (AI 2 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for AI navigation transparency or clinical escalation. Careers. No VDL.
Innovaccer. Healthcare-data platform and AI assistants for providers. Late private, San Francisco. Midstream platform. Co. 8/12 (AI 2 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for provider decision support or AI governance surfaces. Careers. No VDL.
OpenEvidence. Citation-grounded clinical search and synthesized medical answers. Late private, Cambridge. Downstream application. Co. 8/12 (AI 3 · Stage 2 · Design 1 · Traj 2). Trigger: first Staff+ design hire for provenance inspection or evidence challenge. A founding design hire here would own the entire trust surface. Ashby. No VDL.
Regard. AI clinical reasoning and documentation support for physicians. Growth private, Los Angeles. Downstream application. Co. 8/12 (AI 3 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for diagnostic-suggestion review or clinician override. Ashby. No VDL.
Notable. Patient-access and healthcare-administration automation. Growth private, San Mateo. Midstream platform. Co. 7/12 (AI 2 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for intake automation or agent-to-staff handoffs. Careers. No VDL.
Cohere Health. Utilization-management and payer-operations platform. Growth private, Boston with US hiring. Midstream platform. Co. 7/12 (AI 2 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for determination review or agent-to-clinician handoffs. Greenhouse. No VDL.
Cedar. Patient billing, payment, and revenue-cycle software — including Kora's financial-resolution agents. Late private, New York with US hiring. Downstream application. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for billing agents or financial transparency. Careers. No VDL.
Tennr. Referral and healthcare-document processing infrastructure. Series C, New York with US hiring. Upstream infrastructure. Co. 7/12 (AI 2 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for referral exceptions or missing-evidence recovery. Ashby. No VDL.

2. Agent Infrastructure as UX

Configuring agents, evaluating their output, deciding when to escalate, making governance inspectable. Vanta's Director posting (Aug 25) and Within's Staff role naming human oversight and permissions are the live precedents. Lead with Agentic Labs production proof (Brand Pulse visibility, Carrier IQ provenance) + TinyFish as technical credibility for agent traces and governance. Your forward-looking artifacts on agent-infrastructure UX are the differentiator here. Tier: AI-native or Enterprise platform (varies by entry). Projected role score: 12–15/15.

Decagon. AI customer-service agents and agent-management tooling. Growth private, San Francisco. Midstream platform. Co. 9/12 (AI 3 · Stage 2 · Design 2 · Traj 2). Portfolio match: Making agent behavior visible to the operations team configuring it. Brand Pulse's real-time visibility into agent performance is the direct analog, and no competing candidate has both shipped an agent-monitoring surface and written the framework for when to escalate. Trigger: Staff+ design for agent configuration, evaluation, or escalation. Careers. No VDL.
Cresta. Generative-AI contact-center assistance and coaching. Series D, Palo Alto. Midstream platform. Co. 8/12 (AI 3 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for human-agent operations or coaching evidence. Careers. No VDL.
Ironclad. Contract-lifecycle management and contract AI. Series E, San Francisco. Downstream application. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for AI negotiation, clause provenance, or legal approval gates. Careers. No VDL.
Retool. Internal-application builder and governed AI runtime. Series C, San Francisco. Midstream platform. Co. 9/12 (AI 2 · Stage 3 · Design 2 · Traj 2). Portfolio match: Builder-facing governance — who can deploy an agent, what it's allowed to do, how you audit what it did. The Agentic Labs apps prove you've built agent applications end-to-end, and the forward-looking agent-infrastructure artifacts show you've thought about the permissions and audit layer Retool's customers need. Trigger: Staff+ design for agent builders, governed deployment, or audit visibility. Careers. Design route: Paco Viñoly, Head of Design.
Workato. Integration and workflow-automation platform. Series E, Mountain View. Midstream platform. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for agentic automation or exception recovery. Careers. No VDL.
Instabase. Document processing and enterprise AI applications. Series C, San Francisco. Midstream platform. Co. 8/12 (AI 2 · Stage 3 · Design 1 · Traj 2). Trigger: Staff+ design for extraction confidence, review queues, or workflow release. Greenhouse. No VDL.
Gong. Revenue intelligence and AI assistance for sales teams. Series E, San Francisco. Downstream application. Co. 7/12 (AI 2 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for recommendation evidence or manager-agent intervention. Careers. No VDL.
Alation. Enterprise data catalog, governance, and AI-assisted search. Series E, Redwood City. Midstream platform. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for AI data discovery or policy controls. Careers. No VDL.
Hyperscience. Intelligent document automation. Series E, New York with US hiring. Midstream platform. Co. 7/12 (AI 2 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for source evidence, exception review, or model correction. Ashby. No VDL.
Clari. Revenue forecasting and sales-workflow software. Series F, Sunnyvale. Downstream application. Co. 6/12 (AI 1 · Stage 1 · Design 2 · Traj 2). Trigger: Staff+ design for forecast explanation or agentic revenue operations. Careers. No VDL.

3. Net-New AI Mandates in Vertical SaaS

An established vertical platform adding AI for the first time as a named product surface. This is a 0-to-1 build inside a mature company — they need proof you can build from zero in a domain you didn't previously know, fast. Lead with BCG DV 0-to-1 track record (Thermo Fisher, Equinox+). Instrumentl's Staff role (Sep 2) and BuildOps' Head + Staff postings are the live precedents. Tier: Growth-stage platform. Projected role score: 10–13/15.

ServiceTitan. Operating software for home-services contractors. Early post-IPO, Los Angeles. Vertically integrated. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for AI dispatch, technician workflows, or cross-role operational control. Careers. No VDL.
MaintainX. Maintenance and asset-management software for frontline teams. Series D, San Francisco. Downstream application. Co. 8/12 (AI 1 · Stage 3 · Design 2 · Traj 2). Trigger: Staff+ design for AI work orders or maintenance prediction. Ashby. Design route: Joshua Chauvin, Head of Design.
Motive. Fleet operations, telematics, and AI safety. Late private, San Francisco. Vertically integrated. Co. 8/12 (AI 2 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for driver review, safety-event confidence, or fleet intervention. Careers. No VDL.
Eightfold AI. Talent intelligence and workforce-planning platform. Series E, Santa Clara. Midstream platform. Co. 8/12 (AI 3 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for candidate matching explanation or consequential human review. Careers. No VDL.
Verkada. Cloud-managed physical-security devices and software. Late private, San Mateo. Vertically integrated. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for AI video review or alert confidence. Greenhouse. No VDL.
Clio. Legal-practice operations, payments, and AI workflows. Growth private, Vancouver with US operations. Downstream application. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: US Staff+ design for AI casework or client collaboration. Careers. No VDL.
Procore. Construction project and financial-management software. Public, Carpinteria. Downstream application. Co. 6/12 (AI 1 · Stage 1 · Design 2 · Traj 2). Equity-window caveat: public 5+ years. Trigger: Director+ or Staff design for AI project controls. Careers. No VDL.
Juniper Square. Partnership accounting and private-markets software. Growth private, San Francisco. Downstream application. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for fund-accounting review or AI document workflows. Ashby. No VDL.
EquipmentShare. Connected-equipment and construction-operations platform. Late stage, Columbia, Missouri. Vertically integrated. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for fleet intelligence or predictive service. Careers. No VDL.
Tulip. Frontline manufacturing applications and operations platform. Series C, Somerville with US hiring. Midstream platform. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for AI-assisted quality or manufacturing exceptions. Greenhouse. No VDL.

4. Supply Chain, Logistics, and Connected Operations

Predictive exceptions, multi-party coordination, and intervention authority across physical operations. Thermo Fisher mySupply creates direct domain differentiation here — regulated supply chain, six pharma partners, 100% adoption, completed as Product Design Director at BCG DV. Use Cummins/ZED Connect as supporting domain proof for fleet and field operations; it's formative experience (Product Design Director at BCG DV, ~2016), not the lead. Tier: Enterprise platform or Growth-stage (varies). Projected role score: 9–12/15.

Flexport. Freight forwarding, customs, and logistics software. Growth private, San Francisco. Vertically integrated. Co. 8/12 (AI 1 · Stage 2 · Design 2 · Traj 3). Trigger: Staff+ design for AI shipment planning, customs evidence, or exception recovery. Greenhouse. No VDL.
Altana. Supply-chain knowledge graph and trade-intelligence platform. Series C, New York with US hiring. Upstream infrastructure. Co. 8/12 (AI 2 · Stage 3 · Design 1 · Traj 2). Trigger: Staff+ design for entity evidence, trade-risk decisions, or network intervention. Careers. No VDL.
Zipline. Autonomous drone delivery and operations software. Late private, South San Francisco. Vertically integrated. Co. 8/12 (AI 2 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for fleet exceptions, medical-delivery state, or remote intervention. Careers. No VDL.
Gecko Robotics. Robotics and AI inspection for industrial infrastructure. Series D, Pittsburgh with US hiring. Vertically integrated. Co. 8/12 (AI 2 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for inspection evidence, predictive maintenance, or remote operations. Ashby. No VDL.
FourKites. Supply-chain visibility and predictive logistics. Series D, Chicago with US hiring. Midstream platform. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for predictive exceptions or intervention workflows. Greenhouse. No VDL.
project44. Shipment visibility and supply-chain orchestration. Late private, Chicago with US hiring. Midstream platform. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for predictive delays or cross-party resolution. Greenhouse. No VDL.
Platform Science. Connected-vehicle applications and fleet operating platform. Series C, San Diego. Midstream platform. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for driver workflows or fleet permissions. Greenhouse. No VDL.
Augury. Machine-health and industrial reliability software. Late private, New York with US hiring. Vertically integrated. Co. 7/12 (AI 2 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for predictive maintenance or failure evidence. Greenhouse. No VDL.
Stord. Fulfillment, warehousing, and logistics software. Series E, Atlanta with US hiring. Midstream platform. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for inventory intelligence or fulfillment exceptions. Ashby. No VDL.
Fleetio. Fleet-maintenance and vehicle-management software. Growth private, Birmingham with US-remote hiring. Downstream application. Co. 6/12 (AI 1 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for maintenance prediction or technician workflow. Greenhouse. No VDL.

5. Developer Tools and AI Infrastructure

Making model behavior inspectable, debuggable, and releasable: trace review, evaluation workflows, deployment decisions. The Trust essay's Output Review handoff maps directly to how evaluators review model outputs before release. Lead with forward-looking artifacts on inference-aware UX + Agentic Labs as production proof for technical users. Linear's Senior/Staff posting (Aug 19) and Render's Staff Agent Experience role are live precedents. Tier: AI-native. Projected role score: 13–15/15.

Braintrust. Agent evaluation, observability, and experimentation tooling. Series B, San Francisco. Midstream platform. Co. 9/12 (AI 3 · Stage 3 · Design 1 · Traj 2). Portfolio match: The evaluation workflow itself — how do you structure a human review of agent traces so the evaluator's judgment improves the model? Your forward-looking Output Review artifacts show the interaction model; TinyFish agent-trace production experience is credibility no portfolio-only candidate has. Trigger: Staff+ design for trace review, evaluator workflows, or release decisions. First signal likely a Head of Design hire — Design 1 means no design function exists yet. Careers. No VDL.
Arize AI. ML and agent observability. Series C, Berkeley. Midstream platform. Co. 9/12 (AI 3 · Stage 3 · Design 1 · Traj 2). Portfolio match: Failure investigation — when a model produces a bad output, how does the practitioner trace backward through the data to find why? Your inference-aware UX artifacts address exactly this: making cost, latency, and reasoning depth visible as diagnostic surfaces. Trigger: Staff+ design for failure analysis, trace review, or eval-to-release workflows. Design route: Andy Lu, Product Design Team Lead.
Cognition. Autonomous software-development agents. Late private, San Francisco. Downstream application. Co. 9/12 (AI 3 · Stage 2 · Design 2 · Traj 2). Portfolio match: Intent-based interaction at its most complex — the user describes what they want built, the agent plans and executes across files and systems, and the user needs to understand what happened and intervene when it goes wrong. Your forward-looking intent-based interaction artifacts are the direct proof of thinking here. Trigger: Staff+ design for planning visibility, execution review, or recovery. Ashby. No VDL.
Cursor. AI-native code editor and coding agents. Late private, San Francisco. Downstream application. Co. 9/12 (AI 3 · Stage 2 · Design 2 · Traj 2). Portfolio match: The In-Progress handoff — showing what the model is doing while it generates code, so the developer can steer rather than accept-or-reject. The Trust essay maps directly, and you've shipped this pattern in production at TinyFish. Trigger: Staff+ design for agent workflows or code-generation review. Careers. No VDL.
Snorkel AI. Data development and evaluation software. Series C/D, Redwood City. Midstream platform. Co. 8/12 (AI 3 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for dataset quality or evaluation workflows. Greenhouse. No VDL.
Labelbox. Training-data, evaluation, and model-improvement tooling. Series D, San Francisco. Midstream platform. Co. 8/12 (AI 3 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for evaluator queues, provenance, or human-feedback quality. Greenhouse. No VDL.
Pinecone. Vector database and agent-memory infrastructure. Series B, New York/San Francisco. Upstream infrastructure. Co. 8/12 (AI 3 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for retrieval quality, memory inspection, or agent-data governance. Ashby. No VDL.
Together AI. Open-model training and inference cloud. Series C, San Francisco. Upstream infrastructure. Co. 8/12 (AI 3 · Stage 2 · Design 1 · Traj 2). Trigger: new Staff+ design role (prior Lead posting is stale). Greenhouse. No VDL.
Anyscale. Distributed compute and Ray-based AI-production platform. Series C, San Francisco. Upstream infrastructure. Co. 7/12 (AI 3 · Stage 2 · Design 1 · Traj 1). Trigger: Staff+ design for workload orchestration or runtime debugging. Ashby. No VDL.
Sourcegraph. Code intelligence and AI-assisted development. Series D, San Francisco. Midstream platform. Co. 7/12 (AI 2 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for agent planning, codebase context, or review-and-merge controls. Careers. No VDL.

6. InsurTech and Financial Infrastructure

Explainable risk decisions, fraud evidence, and human review of automated determinations. Carrier IQ is the direct portfolio match — an InsurTech quote-automation app where auditability and attribution are product requirements. Lead with Carrier IQ + Trust essay's Output Review handoff for explainability. Socure's Staff role requires trustworthy explanations and guided decisioning; Kin's Staff role owns cross-product insurance journeys. Tier: Growth-stage platform or Healthcare/Regulated (varies). Projected role score: 11–14/15.

Oscilar. AI-native fraud, risk, and compliance platform. Series B, Palo Alto. Midstream platform. Co. 8/12 (AI 3 · Stage 2 · Design 1 · Traj 2). Trigger: first Staff+ design hire for investigations or adverse-action explanation. Ashby. No VDL.
Sardine. Fraud, compliance, and payments-risk platform. Series C, San Francisco. Midstream platform. Co. 8/12 (AI 2 · Stage 3 · Design 1 · Traj 2). Trigger: Staff+ design for transaction monitoring, case evidence, or human release. Ashby. No VDL.
Alloy. Identity and fraud-decision orchestration. Series C, New York with US hiring. Midstream platform. Co. 8/12 (AI 2 · Stage 3 · Design 1 · Traj 2). Trigger: Staff+ design for policy builders, explainable decisions, or manual-review queues. Careers. No VDL.
Persona. Identity-verification and orchestration infrastructure. Series C, San Francisco. Upstream infrastructure. Co. 8/12 (AI 2 · Stage 3 · Design 1 · Traj 2). Trigger: Staff+ design for verification policy, manual review, or user recovery. Ashby. No VDL.
Middesk. Business identity, underwriting, and compliance infrastructure. Series B, San Francisco. Upstream infrastructure. Co. 8/12 (AI 2 · Stage 3 · Design 1 · Traj 2). Trigger: Staff+ design for entity evidence or compliance review. Ashby. No VDL.
Sixfold. AI underwriting assistants for commercial insurance. Series B, New York with US hiring. Downstream application. Co. 8/12 (AI 3 · Stage 3 · Design 1 · Traj 1). Trigger: Staff+ design for evidence synthesis or underwriter override. Greenhouse. No VDL.
Coalition. Cyber-insurance and active risk management. Series F, San Francisco. Vertically integrated. Co. 7/12 (AI 2 · Stage 1 · Design 2 · Traj 2). Trigger: Staff+ design for AI risk explanation or incident-to-claim continuity. Greenhouse. No VDL.
Sift. Digital fraud detection and trust platform. Late private, San Francisco. Midstream platform. Co. 7/12 (AI 2 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for fraud evidence or false-positive recovery. Ashby. No VDL.
Highnote. Embedded-finance and card-issuing infrastructure. Series B, San Francisco. Upstream infrastructure. Co. 7/12 (AI 1 · Stage 3 · Design 1 · Traj 2). Trigger: Staff+ design for card controls or multi-party permissions. Greenhouse. No VDL.
Unit. Embedded infrastructure for accounts, cards, payments, and lending. Series C, New York with US hiring. Upstream infrastructure. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for configurable financial workflows or compliance intervention. Ashby. No VDL.

7. Defense, Government, and Public-Sector Technology

High-consequence decision surfaces where auditability is existential and the operator cannot undo a wrong action. Lead with Trust essay + Red Cross national deployment + forward-looking human-agent system design artifacts. Geographic caveat: many defense roles require Southern California or Washington access. A future role must explicitly list Bay Area or US-wide remote before upgrade. Detection shortcuts: Shield Capital and Lux Capital. Tier: Healthcare/Regulated (same evaluation pattern — trust, decision gates, high-consequence failure modes). Projected role score: 11–13/15.

Applied Intuition. Simulation, autonomy, and vehicle software for defense and automotive. Series F, Mountain View. Midstream platform. Co. 9/12 (AI 2 · Stage 2 · Design 2 · Traj 3). Portfolio match: Operator confidence in autonomous systems — the Trust essay's Watch → Verify → Delegate ladder maps to how a human operator graduates from monitoring every autonomous action to trusting the system to act independently. The Allē dual-surface redesign (30M members, consumer + provider) is the structural analog for the dual-surface operator-plus-autonomous-system pattern. Current Defense Product Designer reports to unnamed Head of Product Design. Trigger: Staff+ design for operator control, autonomy evaluation, or simulation evidence. Ashby.
Anduril. Autonomous defense systems and command software. Late private, Costa Mesa. Vertically integrated. Co. 9/12 (AI 2 · Stage 2 · Design 2 · Traj 3). Portfolio match: Mission-critical command — the operator makes a decision with irreversible consequences based on AI-synthesized intelligence. Red Cross national deployment ($847K disbursed, 6 systems → 1) proves you've shipped high-consequence decision systems under operational pressure. Geographic conditional — Bay eligibility must be confirmed. Trigger: Bay-eligible Staff+ design for mission control or autonomy supervision. a16z portfolio board. No VDL.
Skydio. Autonomous drones and fleet-management software. Late private, San Mateo. Vertically integrated. Co. 8/12 (AI 2 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for mission planning, remote supervision, or incident review. Ashby. No VDL.
Vannevar Labs. Defense intelligence and operational software. Growth private, Palo Alto. Downstream application. Co. 8/12 (AI 2 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for mission planning or analyst-agent coordination. Greenhouse. No VDL.
Primer AI. AI analysis of text and operational information for defense and intelligence. Series D, San Francisco. Midstream platform. Co. 8/12 (AI 3 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for source provenance or briefing approval. Ashby. No VDL.
Peregrine Technologies. Data integration and operational intelligence for public-safety agencies. Series C, San Francisco. Midstream platform. Co. 8/12 (AI 2 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for case evidence or high-consequence operational decisions. Greenhouse. No VDL.
Shield AI. Autonomous aircraft and mission software. Late private, San Diego. Vertically integrated. Co. 8/12 (AI 2 · Stage 2 · Design 2 · Traj 2). Geographic conditional. Trigger: Bay-eligible Staff+ design for autonomy command or operator override. Lever. No VDL.
Saildrone. Autonomous ocean-observation vehicles and mission software. Series C, Alameda. Vertically integrated. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for remote mission control or fleet exceptions. Careers. No VDL.
Flock Safety. Camera, sensor, and public-safety intelligence network. Late private, Atlanta with distributed hiring. Vertically integrated. Co. 7/12 (AI 2 · Stage 2 · Design 1 · Traj 2). Trigger: US Staff+ design for alert confidence or policy controls. Careers. No VDL.
Astranis. Small geostationary communications satellites and network operations. Late private, San Francisco. Vertically integrated. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for constellation operations or anomaly review. Greenhouse. No VDL.

8. Climate, Energy, and Sustainability Platforms

Regulated reporting meets AI — audit trails, evidence lineage, compliance workflows where the output carries legal or regulatory weight. Lead with Thermo Fisher (regulated, pharma, audit-ready, completed as Product Design Director at BCG DV) + Trust essay for evidence lineage. Watershed's London Staff role owns AI-powered ESG reporting — confirms the mandate exists, but it's not Bay-accessible. Detection shortcuts: Congruent Ventures and Energy Impact Partners. Tier: Healthcare/Regulated. Projected role score: 9–13/15.

Watershed. Enterprise carbon accounting, ESG reporting, and decarbonization software. Growth private, San Francisco. Midstream platform. Co. 8/12 (AI 1 · Stage 3 · Design 2 · Traj 2). Trigger: US Staff+ design for audit-ready reporting or emissions decisions (current Staff role is London-only). Ashby. No VDL.
Span. Electrification hardware, home-energy controls, and software. Growth private, San Francisco. Vertically integrated. Co. 8/12 (AI 1 · Stage 3 · Design 2 · Traj 2). Trigger: Staff+ design for energy orchestration or failure recovery. Ashby. No VDL.
Aurora Solar. Solar design, sales, and project software. Late private, San Francisco. Downstream application. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Geographic conditional: prior Head of Design search was Canada-specific. Trigger: US Staff+ design for AI system design or installer workflows. Careers. No VDL.
Crusoe. Energy-backed data centers and AI cloud infrastructure. Late private, Denver with San Francisco presence. Upstream infrastructure. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for energy-aware cloud operations or capacity decisions. Ashby. No VDL.
Arcadia. Utility-data and clean-energy software. Late private, US-remote. Midstream platform. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for utility-data permissions or energy analytics. Careers. No VDL.
Persefoni. Carbon accounting and climate-disclosure platform. Growth private, distributed. Midstream platform. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: US Staff+ design for regulatory reporting or assurance workflows. Careers. No VDL.
Form Energy. Multi-day energy storage and grid deployment. Late private, Somerville with Bay operations. Vertically integrated. Co. 7/12 (AI 0 · Stage 2 · Design 2 · Traj 3). Trigger: Staff+ design for grid operations or field decisions. EIP board. No VDL.
Redwood Materials. Battery recycling, materials production, and supply-chain operations. Late private, Carson City with Bay presence. Vertically integrated. Co. 7/12 (AI 0 · Stage 2 · Design 2 · Traj 3). Trigger: Staff+ design for materials tracking or manufacturing operations. Greenhouse. No VDL.
Pachama. Forest-carbon project monitoring and marketplace software. Series B, San Francisco. Midstream platform. Co. 7/12 (AI 2 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for project evidence or buyer verification. Careers. No VDL.
Xpansiv. Environmental-commodity markets and registry infrastructure. Growth private, New York/San Francisco. Upstream infrastructure. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for market integrity or regulated transaction workflows. Careers. No VDL.

9. B2B Marketplaces and Commerce Infrastructure

Multi-sided marketplace operations at enterprise scale — seller onboarding, catalog intelligence, buyer-supplier coordination, transaction trust. Alibaba.com is the direct differentiator. No other candidate at this level has redesigned a $50B+ GMV B2B marketplace. Lead with Alibaba.com redesign metrics (+20% transactions, +2.2pt NPS). Etsy's Director role owns seller inventory across listing, search, and recommendations; DoorDash's Staff Integrity role covers trust across a three-sided marketplace. Tier: Growth-stage platform or Enterprise platform. Projected role score: 9–11/15.

Constructor. AI-native ecommerce search and product discovery. Growth private, San Francisco. Midstream platform. Co. 8/12 (AI 3 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for merchandising controls or recommendation evidence. Ashby. No VDL.
Rokt. ML-based ecommerce offers and post-purchase monetization. Growth private, New York with US hiring. Midstream platform. Co. 7/12 (AI 2 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for merchant controls or offer explanation. Careers. No VDL.
Mirakl. Enterprise marketplace and dropship platform. Series E, Paris/Boston. Midstream platform. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: US Staff+ design for seller onboarding or marketplace operations. Greenhouse. No VDL.
commercetools. Headless commerce APIs and merchant tooling. Late private, Munich with US offices. Upstream infrastructure. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: US Staff+ design for developer-commerce workflows or AI merchandising. Greenhouse. No VDL.
Bloomreach. Commerce search, personalization, and marketing automation. Late private, Mountain View. Midstream platform. Co. 7/12 (AI 2 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for AI merchandising or recommendation review. Greenhouse. No VDL.
Narvar. Ecommerce delivery, returns, and post-purchase customer experience. Growth private, San Francisco. Downstream application. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for predictive delivery or retailer-consumer shared state. Greenhouse. No VDL.
Attentive. Messaging and customer-engagement platform for commerce. Late private, New York/San Francisco. Midstream platform. Co. 7/12 (AI 2 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for AI campaign creation or consent management. Greenhouse. No VDL.
Bolt. Ecommerce checkout and shopper-identity infrastructure. Growth private, San Francisco. Upstream infrastructure. Co. 7/12 (AI 1 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for merchant configuration or payment recovery. Careers. No VDL.
Recharge. Subscription billing and merchant-growth platform. Growth private, distributed US. Midstream platform. Co. 6/12 (AI 1 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for subscription controls or customer recovery. Ashby. No VDL.
Material Bank. Marketplace and logistics platform for architectural-material samples. Growth private, Miami/New York with US hiring. Vertically integrated. Co. 6/12 (AI 1 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for professional search or fulfillment workflows. Greenhouse. No VDL.

10. Consumer AI and Creative Tools

Iterative generation, output control, and creative workflow — designing when the user specifies intent rather than actions, and the product must make AI output inspectable, editable, and trustworthy enough to publish. Portfolio value scores highest in this cluster. Lead with forward-looking artifacts on intent-based interaction + Agentic Labs production proof. The Trust essay's In-Progress handoff — showing users what the model is doing while it's doing it — maps directly to generation interfaces. Suno's Senior/Staff role and Synthesia's Staff/Principal seats are the live precedents. Tier: AI-native. Projected role score: 13–15/15.

Gamma. AI-native presentations, documents, and websites. Series B/profitable, San Francisco. Downstream application. Co. 9/12 (AI 3 · Stage 3 · Design 1 · Traj 2). Portfolio match: Structured intent for document creation — the user describes what they want, the AI generates a structured artifact, and the user needs to refine it without losing the structure. Your intent-based interaction artifacts address this directly; the Equinox+ 0→MVP-in-3-months proof shows you can ship a consumer product from zero at the speed a creative-tool startup expects. Trigger: Staff+ design for structured intent, output editing, or collaborative creation. Ashby. Head of Design: Zach Leach (LinkedIn URL not confirmed).
Pika. Consumer AI video generation and editing. Growth private, Palo Alto. Downstream application. Co. 9/12 (AI 3 · Stage 3 · Design 1 · Traj 2). Portfolio match: Iterative refinement of generated video — the user needs to steer output across successive generations without starting over. The Trust essay's In-Progress handoff is the framework, and you've built the production version of this pattern at TinyFish, where agent outputs required real-time visibility and correction. Trigger: Staff+ design for iterative video creation or output control. Ashby. No VDL.
ElevenLabs. Speech synthesis, dubbing, and voice agents. Late private, London/New York with US hiring. Vertically integrated. Co. 9/12 (AI 3 · Stage 2 · Design 2 · Traj 2). Portfolio match: Identity provenance and consent — who authorized this voice, and how does the listener know it's legitimate? Carrier IQ's provenance and attribution model is the direct analog, applied to a different medium. Trigger: US Staff+ design for voice-agent interaction, consent, or provenance. Greenhouse. No VDL.
Descript. Audio and video editing through transcript-based and AI tools. Growth private, San Francisco. Downstream application. Co. 8/12 (AI 2 · Stage 2 · Design 2 · Traj 2). Trigger: Staff+ design for AI editing or professional review. Greenhouse. No VDL.
Captions. AI video creation, editing, avatars, and localization. Series C, New York. Downstream application. Co. 8/12 (AI 3 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for multi-stage generation or identity consent. Ashby. No VDL.
Typeface. Enterprise generative content with brand controls. Series C, Palo Alto. Downstream application. Co. 8/12 (AI 3 · Stage 2 · Design 1 · Traj 2). Trigger: new Staff+ requisition (prior Staff search is stale). Ashby. No VDL.
HeyGen. AI-avatar, translation, and video-production platform. Growth private, San Francisco. Downstream application. Co. 8/12 (AI 3 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for avatar control, consent, or team production. Greenhouse. No VDL.
Recraft. Generative image and vector-design tooling. Series B, London with US hiring. Downstream application. Co. 8/12 (AI 3 · Stage 2 · Design 1 · Traj 2). Trigger: US Staff+ design for style control or production-ready asset generation. Ashby. No VDL.
Krea. Real-time generative image and video tools. Growth private, San Francisco. Downstream application. Co. 8/12 (AI 3 · Stage 2 · Design 1 · Traj 2). Trigger: Staff+ design for live generation or multimodal creative workflow. Ashby. No VDL.
Jasper. Enterprise generative-AI marketing and content platform. Growth private, Austin with US hiring. Downstream application. Co. 7/12 (AI 3 · Stage 2 · Design 1 · Traj 1). Trigger: Staff+ design for brand-governed generation or campaign agents. Careers. No VDL.

Things to follow up on...

Twelve excluded companies have live roles: Harvey, Deepgram, Ashby, Owner.com, BuildOps, Socure, Kin, Faire, Runway, Synthesia, Samsara, and Jerry were cut from this list because they have qualifying Staff+ or Director postings now — check whether any have appeared on the active Signal Watch scan yet.
Defense geography remains unresolved: Anduril, Shield AI, Saronic, and Epirus all carry geographic conditionals because many defense roles require Southern California or Washington access, and the Shield Capital portfolio board is the fastest way to check when a Bay-eligible or US-remote seat appears.
Gamma's Head of Design needs confirmation: Zach Leach was publicly identified as Gamma's Head of Design but a verified LinkedIn profile URL was not recovered — worth a direct search to confirm he's still in seat, since a named design leader at a Co. 9 company makes the outreach path dramatically shorter.
Madrona's portfolio board recovers missing dates: Gray Swan AI's posting date was established through the Madrona portfolio jobs board when Ashby omitted it, making Madrona worth adding to your weekly scan for any AI-infrastructure company where the ATS strips publication timestamps.