This is the second dormant list. The first covered 100 companies in August — Writer, Sierra, Replit, Perplexity, Runway, Commure, and 94 others. The 28 named priority targets and the 15 non-Bay Area companies already monitored in Issue #8 are excluded. A handful of companies from the first list reappear here with updated cluster routing and refined trigger conditions; the rest are new.
What you have: 100 companies sourced from VC portfolio boards across a16z, Sequoia, Greylock, General Catalyst, Index, and 14 others. Each scores 8+ on the company rubric. None has a confirmed qualifying product-design signal this cycle. Every entry names the trigger that would upgrade it.
Clusters are organized by design problem. When a trigger fires, the cluster heading tells you which proof campaign to run before you know anything else about the role.
Entries marked Clear had their ATS inventory directly verified — no qualifying design role exists. Entries marked Conditional had dynamic or unindexed career pages — absence is ambiguous. Before acting on any trigger at a Conditional company, verify the careers page directly.
1. Agent supervision in regulated clinical operations
Per-action human review is structurally impossible here. The clinician cannot inspect every agent interaction. So the design problem is where to draw the delegation boundary and what evidence supports each tier. Lead with Carrier IQ provenance, the Trust essay's Watch→Verify→Delegate ladder, and three-party delegation experience (agent-clinician-patient).
-
Hippocratic AI. Patient-facing healthcare agents for clinical tasks.
- Stage / Capital: Series C; $126M at $3.5B valuation; $404M total. Offices: Palo Alto.
- Value chain: Downstream clinical-agent application — AI acts directly with patients, not through clinician intermediaries. Design scope is the trust boundary between autonomous agent and clinical accountability.
- Best at: Deploying conversational agents in clinical contexts where safety certification is the product differentiator.
- Signals: No qualifying design role despite Series C closing November 2025. Tier: Healthcare/Regulated.
- Rubric: Company 11/12 (AI 3, Stage 3, Design 2, Trajectory 3). Role unscored — no posting exists.
- Portfolio match: Hippocratic's agents operate in three-party delegation where the clinician cannot review every interaction. Your Carrier IQ work designed this boundary — automated quote decisions with human override at the exception layer, not the transaction layer. The Trust essay's delegation ladder applies to clinical safety tiers. You've shipped agent governance in a regulated domain; most AI design candidates have designed chatbots, not accountability systems.
- Verdict: Ignore-until-trigger. Trigger: Staff+ design seat owning safety certification, escalation design, or clinician-approval surfaces.
-
AKASA. Generative AI for medical coding and revenue-cycle automation.
- Stage / Capital: Series B/growth; $200M+ raised. Offices: South San Francisco.
- Value chain: Midstream automation layer between clinical documentation and payer systems. Design owns the exception — the claim the model couldn't confidently code.
- Best at: Automating the highest-volume, lowest-ambiguity coding decisions so human coders focus on exceptions.
- Signals: Clear — current Ashby inventory shows no product-design title. Tier: Healthcare/Regulated.
- Rubric: Company 10/12 (AI 3, Stage 3, Design 1, Trajectory 3). Role unscored.
- Portfolio match: AKASA's central challenge is confidence calibration — which claims get auto-coded, which get routed to a human, and what evidence supports each routing decision. Your Brand Pulse visibility patterns (showing what the system sees vs. what it inferred) apply here. The $20M+ margin outcome at Thermo Fisher proves you can design for operational accuracy in regulated workflows. You bring production experience designing the boundary between automated action and human review, not just the review interface.
- Verdict: Ignore-until-trigger. Trigger: Staff+ design for coding review, claim exceptions, or prior-authorization evidence. A design-leadership appointment would create a definition window.
-
PathAI. AI-assisted pathology and laboratory workflows. Series C/D; Boston. Conditional. Company 9/12. Healthcare/Regulated. Trigger: U.S. Staff+/Director owning pathologist review and diagnostic evidence.
-
Notable. Automation of clinical administration and patient access. Growth private; San Mateo. Conditional. Company 9/12. Healthcare/Regulated. Trigger: Staff+ mandate spanning patient intake, scheduling, or agent-to-staff handoff.
-
Innovaccer. Healthcare data platform with AI assistants. Late private; San Francisco. Conditional. Company 9/12. Healthcare/Regulated. Trigger: Staff+/Director design for provider decision support or agent governance.
-
QGenda. Clinical workforce scheduling and operations. Growth private; Atlanta. Clear — no design titles in current Greenhouse inventory. Company 8/12. Healthcare/Regulated. Trigger: Staff+ role owning AI scheduling or multi-party staffing control.
-
Transcarent. Employer health-navigation platform. Series D; San Francisco. Clear — Lever returned no openings. Company 9/12. Healthcare/Regulated. Trigger: Staff+/Director for AI navigation, care escalation, or benefit-decision transparency.
-
Clarify Health. Analytics and decision-support for healthcare organizations. Growth private; San Francisco. Clear — five Lever roles, none design. Company 9/12. Healthcare/Regulated. Trigger: Staff+ design for evidence-backed care or commercial decisions.
-
ConcertAI. Clinical-research and oncology intelligence. Growth private; Boston. Clear — no design title in Greenhouse. Company 8/12. Healthcare/Regulated. Trigger: U.S. Staff+/Director translating clinical-model evidence into trial or treatment decisions.
-
Aetion. Real-world-evidence software for life sciences and regulatory decisions. Series D; New York. Conditional. Company 8/12. Healthcare/Regulated. Trigger: Staff+ design for study configuration, evidence review, or regulatory auditability.
2. Security systems that act before a human can inspect everything
The analyst arrives after the model has already blocked, remediated, or revoked. What evidence supports the action? What can be reversed? Lead with the Trust essay's reversibility framework and TinyFish production experience with agent traces and auditability.
-
Cyera. AI data-security posture and access control. Late private; New York. Conditional. Company 10/12 (AI 3, Stage 3, Design 1, Trajectory 3).
- Portfolio match: Cyera's autonomous remediation decisions are a delegation problem — the system revokes access or quarantines data before a human reviews. Your Carrier IQ decision-gate architecture fits: the system acts, the analyst needs the evidence trail and the reversal path. You've designed governance for agent actions with real consequences, not alert dashboards.
- Tier: AI-native. Trigger: Staff+/Director for autonomous remediation, policy exceptions, or cross-cloud evidence review.
-
Orca Security. Agentless cloud-security risk prioritization. Series C; Portland/Tel Aviv with U.S. hiring. Clear — 13 Greenhouse roles, none design. Company 9/12. Enterprise platform. Trigger: Staff+ for remediation planning, attack-path explanation, or AI-investigation controls.
-
Island. Enterprise browser enforcing identity and access policy. Series D/E; Dallas. Conditional. Company 9/12. Enterprise platform. Trigger: Staff+/Director for policy visibility and explainable enforcement at the browser boundary.
-
Armis. Cyber-exposure and asset-intelligence platform. Late private; San Francisco. Conditional. Company 9/12. Enterprise platform. Trigger: Staff+ for autonomous asset-risk investigation or remediation authority.
-
Vectra AI. AI detection and response across identity, cloud, and networks. Growth private; San Jose. Clear — 16 Greenhouse openings, none design. Company 9/12. AI-native. Trigger: Staff+/Director owning threat-evidence review, confidence calibration, or analyst override.
-
Apiiro. Application-security using agents to analyze and remediate code risk. Series B/growth; New York/Tel Aviv with U.S. presence. Clear — seven Greenhouse roles, none design. Company 9/12. AI-native. Trigger: Staff+ for agent-proposed fixes, code-risk provenance, and developer approval.
-
Censys. Internet-asset intelligence for security teams. Series C; Ann Arbor with U.S. remote. Clear — 20 Greenhouse openings, none design. Company 8/12. Enterprise platform. Trigger: Staff+/Director for investigation, entity linkage, or remediation workflows.
-
Obsidian Security. SaaS identity and threat detection. Series C; Newport Beach. Clear — 30 Greenhouse roles, none design. Company 9/12. AI-native. Trigger: Staff+ owning identity-risk explanation and response.
-
Opal Security. Identity-governance and access-review platform. Series B; San Francisco. Conditional. Company 9/12. Growth-stage platform. Trigger: Staff+/Director for AI-proposed access decisions, certification, or revocation.
-
BigPanda. Event intelligence and incident automation for enterprise IT. Growth private; Mountain View. Conditional. Company 8/12. Enterprise platform. Trigger: Staff+ for incident synthesis, automated action review, or cross-team escalation.
3. Evaluation, inference, and model-control infrastructure
Design influence at these companies depends entirely on whether the role owns decision surfaces — eval comparison, failure inspection, release gates — or billing dashboards. Lead with forward-looking artifacts on inference-aware UX.
-
Braintrust. Evaluation and observability for AI products. Series B; San Francisco. Clear — current Ashby shows a Design Engineer, not product design. Company 10/12 (AI 3, Stage 2, Design 2, Trajectory 3).
- Portfolio match: Braintrust's primary surface is eval authoring and regression comparison — deciding whether a model change is an improvement. Your inference-aware UX artifacts address how uncertainty and reasoning depth should shape what the evaluator sees. The Trust essay's correction-loop framework (failure→correction→next run) fits their eval-to-release workflow. You've designed for consequential model decisions in production, not observability dashboards.
- Tier: AI-native. Trigger: Staff+ product designer owning eval authoring, regression comparison, or release decisions.
-
Arize AI. ML and LLM observability. Series C; Berkeley. Conditional. Company 10/12. AI-native. Trigger: Staff+/Director for production failure analysis, trace review, or eval-to-release workflows.
-
Fiddler AI. Model performance, monitoring, and explainability. Growth private; Palo Alto. Clear — seven Ashby roles, none design. Company 9/12. AI-native. Trigger: Staff+ joining explainability to investigation and corrective action.
-
Snorkel AI. Data development and evaluation for enterprise AI. Series C/D; Redwood City. Clear — 39 Greenhouse openings, none design. Company 9/12. AI-native. Trigger: Staff+/Director for dataset quality, annotation disagreement, or model-evaluation workflows.
-
Labelbox. Training-data, evaluation, and model-improvement tooling. Series D; San Francisco. Clear — ten Greenhouse roles, none design. Company 9/12. AI-native. Trigger: Staff+ for evaluator queues, provenance, or human-feedback quality.
-
Together AI. Open-model training and inference cloud. $800M Series C announced July 1; San Francisco. Stale — Lead Product Designer published July 10, now 50 days old. Company 11/12 (AI 3, Stage 3, Design 2, Trajectory 3). AI-native. Trigger: New Staff+/Director job ID, materially changed mandate, or renewed promotion.
-
Fireworks AI. Production inference and model customization. $1.5B Series D at $17.5B announced July 15; San Mateo. Current Product Designer published August 13, below Staff threshold. Company 11/12. AI-native. Trigger: Re-leveling to Staff, additional Staff/Director seat, or IC cluster placing someone over cross-product coherence.
-
Pinecone. Vector database and memory infrastructure for AI. Series B; New York/San Francisco. Clear — seven Ashby roles, none design. Company 9/12. AI-native. Trigger: Staff+ for retrieval quality, memory inspection, or agent-data governance.
-
Weaviate. Open-source vector database and search. Series C; Amsterdam with U.S. remote. Clear — one Ashby opening, not design. Company 9/12. AI-native. Trigger: U.S.-eligible Staff+/Director for hybrid search, retrieval debugging, or enterprise permissions.
-
Anyscale. Distributed AI compute and Ray-based production platform. Series C; San Francisco. Clear — 20 Ashby roles, none design. Company 9/12. AI-native. Trigger: Staff+ for workload orchestration, cost/performance decisions, or agent-runtime debugging.
4. Developer agents and production-control surfaces
The design ceiling rises when the product exposes intent, generated change, test evidence, deployment state, and rollback in one workflow. Lead with TinyFish production experience (agentic platform, 0→1 in three months) and forward-looking artifacts on agent infrastructure as UX.
-
Cognition. Autonomous software-development agents. Growth private; San Francisco. Clear — 89 Ashby roles, none in product design. Company 10/12 (AI 3, Stage 3, Design 1, Trajectory 3).
- Portfolio match: Cognition's Devin acts autonomously across multi-step coding tasks. The supervision problem: the work product is too complex for line-by-line review, so the design question is how to shift from Verify (review every output) to Delegate (review by exception) without losing trust. Your Trust essay addresses this transition. Your TinyFish production experience with agent traces gives you practitioner vocabulary no portfolio-only candidate has — you've built governance for agents that act in production, not prototyped agent UIs.
- Tier: AI-native. Trigger: First Staff+/Director product-design role owning agent supervision, code review, or recovery. This is a definition-window company — whoever fills the first senior design seat shapes the function.
-
Cursor. AI-native code editor and coding agents. Series D; San Francisco. Conditional — career board not machine-readable. Company 11/12. AI-native. Trigger: Staff+ product designer or named design leader for agent workflow.
-
Sourcegraph. Code intelligence and AI-assisted development. Series D; San Francisco. Conditional. Company 9/12. AI-native. Trigger: Staff+/Director for agent planning, codebase context, or review-and-merge controls.
-
Harness. Software delivery, testing, and deployment automation. Late private; San Francisco. Conditional. Company 9/12. Enterprise platform. Trigger: Staff+ for AI deployment, test evidence, or release/rollback authority.
-
Retool. Internal-application builder with AI agents and workflows. Series C; San Francisco. Conditional. Company 9/12. Growth-stage platform. Trigger: Staff+/Director owning agent builders, permissions, or review of generated internal tools.
-
Docker. Container-development platform adding AI-agent tooling. Late private; Palo Alto/remote. Conditional. Company 8/12. Enterprise platform. Trigger: Staff+ for agent environments, security boundaries, or deployment inspection.
-
ClickHouse. High-performance analytics database and cloud service. Series C; San Francisco. Clear — current Creative Director roles are marketing, not product design. Company 9/12. Growth-stage platform. Trigger: Staff+ product design for AI analytics, query generation, or production-data governance.
-
Cockroach Labs. Distributed SQL database and cloud platform. Series F; New York. Clear — 26 Greenhouse roles, none design. Company 8/12. Enterprise platform. Trigger: Staff+/Director for AI-assisted administration, migration, or failure recovery.
-
dbt Labs. Analytics engineering and data-transformation platform. Series D; Philadelphia/remote U.S. Conditional. Company 9/12. Growth-stage platform. Trigger: Staff+ for generated transformations, lineage, or pre-execution review.
-
Starburst. Distributed query and data-lake analytics. Series D; Boston. Clear — 22 Greenhouse roles, none design. Company 8/12. Enterprise platform. Trigger: Staff+/Director for federated-data permissions, generated analysis, or query-cost decisions.
5. Professional agents handling documents, cases, and judgment
Legal, insurance, financial, and customer-service work where AI mediates professional accountability. Three-party delegation runs through all of these: the agent acts, the professional is accountable, the client bears the consequence. Lead with Carrier IQ (automated decisions with provenance and override) and Alibaba (professional users making high-stakes decisions at scale).
-
Harvey. Legal research, drafting, and workflow AI. Late private; San Francisco. Conditional. Company 11/12 (AI 3, Stage 3, Design 2, Trajectory 3).
- Portfolio match: Harvey's hardest design surface is multi-source verification — the attorney needs to trust that the AI's legal research is grounded in actual case law. Your Carrier IQ provenance architecture (showing what data sources informed each automated decision) is the closest analog in your portfolio. The Alibaba platform redesign proves you can design for professional users making high-stakes decisions at scale (+20% transactions, +2.2pt NPS across a $50B+ GMV platform). You've designed the evidence layer for automated professional decisions, not the generation interface.
- Tier: AI-native. Trigger: Staff+/Director product design for multi-source verification, document review, or agent workflow.
-
Decagon. AI customer-service agents and agent-management tooling. Growth private; San Francisco. Conditional. Company 10/12. AI-native. Trigger: Staff+ owning agent configuration, performance review, or human escalation.
-
Cresta. Generative AI for contact-center agents and managers. Series D; Palo Alto. Current Senior Product Designer is Berlin-only. Company 9/12. AI-native. Trigger: U.S. Staff+/Director for human-agent operations or evaluation.
-
Hebbia. AI document analysis for finance and professional services. Series B; New York. Conditional. Company 10/12. AI-native. Trigger: Staff+ for source comparison, evidence confidence, or analyst approval.
-
Ironclad. Digital contracting platform with contract AI. Series E; San Francisco. Conditional. Company 9/12. Growth-stage platform. Trigger: Staff+/Director for AI negotiation, clause provenance, or legal approval gates.
-
EvenUp. AI case preparation for personal-injury law. Series D; San Francisco. Conditional. Company 10/12. AI-native. Trigger: Staff+ for medical-record evidence, case valuation review, or attorney authorization.
-
Sixfold. AI underwriting assistants for commercial insurance. Series B; New York. Clear — two Greenhouse roles, neither design. Company 10/12. AI-native. Trigger: Staff+/Director for evidence synthesis, risk recommendation, or underwriter override.
-
Clio. Legal-practice platform extending into AI workflows. Growth private; Vancouver with U.S. operations. Conditional. Company 9/12. Growth-stage platform. Trigger: U.S.-eligible Staff+/Director for AI casework, payments, or client collaboration.
-
Rogo. AI for investment banking and finance research. Growth private; New York. Conditional. Company 10/12. AI-native. Trigger: Staff+ for source-grounded financial analysis, model review, or memo approval.
-
Luminai. AI automation for complex healthcare operations. Series B; $60M raised; San Francisco/New York. Stale — Product Designer indexed six months old. Company 9/12. AI-native. Trigger: New Staff+/Director requisition connecting workflow automation to governance.
6. Enterprise data and workflow transformation
Cross-role coherence: making system recommendations legible to operators while preserving governance, lineage, and exception handling. Lead with the Alibaba redesign ($50B+ GMV, +20% transactions, +2.2pt NPS) for multi-stakeholder platforms at scale.
-
Alation. Data catalog, governance, and enterprise search. Series E; Redwood City. Conditional. Company 9/12. Enterprise platform. Trigger: Staff+/Director for AI data discovery, lineage, or policy control.
-
Collibra. Enterprise data intelligence and governance. Series G; New York/Brussels. Clear — 37 Greenhouse roles, none design. Company 9/12. Enterprise platform. Trigger: U.S. Staff+ for AI governance, data-policy decisions, or cross-role remediation.
-
ThoughtSpot. AI-assisted business intelligence and analytics. Late private; Mountain View. Conditional. Company 9/12. Enterprise platform. Trigger: Staff+/Director for natural-language analytics, evidence challenge, or shared decision workflows.
-
Workato. Integration and workflow-automation platform. Series E; Mountain View. Clear — current design roles are creative/video, not product. Company 9/12. Enterprise platform. Trigger: Staff+ product design for agentic automation, approvals, or exception recovery.
-
Automation Anywhere. Robotic and agentic process automation. Late private; San Jose. Conditional. Company 9/12. Enterprise platform. Trigger: Staff+/Director for agent governance, unattended automation, or human intervention.
-
Instabase. Document processing and enterprise AI applications. Series C; San Francisco. Clear — six Greenhouse openings, none design. Company 9/12. AI-native. Trigger: Staff+ for extraction confidence, review queues, or workflow release.
-
Hyperscience. Intelligent document automation. Series E; New York. Clear — one Ashby opening, not design. Company 8/12. AI-native. Trigger: Staff+/Director for document evidence, exception review, or model correction.
-
DataRobot. Enterprise model building, deployment, and governance. Late private; Boston. Conditional. Company 8/12. Enterprise platform. Trigger: Renewed Staff+/Director requisition tied to agent governance or model operations.
-
Gong. Revenue intelligence and AI assistance for sales teams. Series E; San Francisco. Conditional. Company 9/12. Enterprise platform. Trigger: Staff+ for AI recommendations, coaching evidence, or manager-agent review.
-
Clari. Revenue forecasting and sales-workflow platform. Series F; Sunnyvale. Clear — Lever returned no openings. Company 8/12. Enterprise platform. Trigger: Staff+/Director for forecast explanation, pipeline intervention, or agentic revenue operations.
7. Financial decisions, fraud, and automated risk
A model proposes approval, denial, reimbursement, or investigation. The human needs the evidence, the policy boundary, and the reversal route. Lead with Thermo Fisher (regulated domain, $20M+ margin, 100% adoption), the Trust essay's reversibility framework, and Carrier IQ decision-gate architecture.
-
Numeric. AI-assisted accounting close and financial-data platform. Series B; $51M round (following an earlier $28M Series A); New York. Stale — Product Designer published June 5. Company 10/12 (AI 3, Stage 2, Design 2, Trajectory 3). AI-native. Trigger: Fresh Staff+/Director requisition owning review and approval of generated accounting work.
-
Oscilar. AI-native fraud, risk, and compliance platform. Series B; Palo Alto. Clear — 23 Ashby roles, none design. Company 10/12. AI-native. Trigger: First Staff+/Director product-design seat for investigation, decision policy, or adverse-action explanation.
-
Socure. Identity verification and fraud-risk platform. Series E; Incline Village/New York. Conditional. Company 9/12. AI-native. Trigger: Staff+ for identity evidence, false-positive review, or compliance explanation.
-
Sardine. Fraud, compliance, and payments-risk platform. Series C; San Francisco. Clear — 37 Ashby roles, none design. Company 10/12. AI-native. Trigger: Staff+/Director for transaction monitoring, case evidence, or human release.
-
Highnote. Embedded-finance and card-issuing platform. Series B; San Francisco. Clear — three Greenhouse openings, none design. Company 8/12. Growth-stage platform. Trigger: Staff+ for AI risk, card controls, or multi-party dispute handling.
-
HighRadius. Automation for accounts receivable, treasury, and finance operations. Growth private; Houston. Clear — "solution design" titles are implementation, not product design. Company 9/12. Enterprise platform. Trigger: Staff+/Director product-design mandate for cash application, collections agents, or finance approval.
-
Coalition. Cyber-insurance and active risk management. Series F; San Francisco. Clear — 40 Greenhouse roles, none design. Company 9/12. Enterprise platform. Trigger: Staff+ for AI risk explanation, underwriting, or incident-to-claim continuity.
-
Klarna. Consumer payments and commerce platform. Early post-IPO transition; New York/Stockholm. Conditional. Company 8/12. Enterprise platform. Trigger: U.S. Staff+/Director for AI shopping, financial controls, or support escalation.
-
Unit. Embedded-finance infrastructure for accounts, cards, payments, and lending. Series C; New York. Conditional. Company 8/12. Growth-stage platform. Trigger: Staff+ for configurable financial workflows, permissions, or compliance intervention.
-
Alloy. Identity and fraud-decision orchestration for financial institutions. Series C; New York. Conditional. Company 9/12. Growth-stage platform. Trigger: Staff+/Director for policy builders, explainable decisions, or manual-review queues.
8. Physical AI and connected operations
Software state joined to physical consequence. Design problems here are mission control, exception handling, remote action, and human override. For fleet and field companies, lead with Cummins/ZED Connect (0→1 dual-surface fleet management, completed as Product Design Director at BCG Digital Ventures). For autonomy supervision, lead with the Trust essay's delegation framework applied to physical systems.
-
Anduril. Autonomous defense systems and command software. Growth private; Costa Mesa. Current board showed industrial-design-adjacent roles but no qualifying digital product-design seat. Company 10/12 (AI 3, Stage 3, Design 1, Trajectory 3). AI-native. Trigger: Staff+/Director digital product design for mission control, autonomy supervision, or operator decision surfaces.
-
Applied Intuition. Simulation and software for autonomous vehicles and physical AI. Series F; Mountain View. Conditional. Company 10/12. AI-native. Trigger: Staff+/Director for simulation evidence, autonomy evaluation, or fleet operations.
-
Shield AI. Autonomous aircraft and Hivemind autonomy software. Late private; San Diego. Clear on Lever — no digital product-design title. Company 9/12. AI-native. Trigger: Staff+ product design for autonomy command, mission planning, or operator override.
-
Zipline. Autonomous drone-delivery network and operational software. Late private; South San Francisco. Conditional. Company 9/12. AI-native. Trigger: Staff+/Director owning fleet exceptions, medical-delivery state, or remote intervention.
-
Nuro. Autonomous-driving and delivery vehicles. Late private; Mountain View. Clear — current design title is AV hardware mechanical. Company 8/12. AI-native. Trigger: Staff+/Director experience design for fleet supervision or customer-service recovery.
-
Hadrian. Automated manufacturing for aerospace and defense. Series C; Los Angeles. Conditional. Company 9/12. Growth-stage platform. Trigger: Staff+ digital product design for manufacturing exceptions, quality evidence, or operator workflows.
-
Nominal. Test, telemetry, and operational software for complex hardware. Series B/C; Los Angeles. Lever returned no openings. Company 9/12. Growth-stage platform. Trigger: Staff+/Director for test evidence, anomaly investigation, or release readiness.
-
Verkada. Connected physical-security devices and cloud management. Late private; San Mateo. Conditional. Company 9/12. Enterprise platform. Trigger: Staff+ for AI video review, alert confidence, or cross-device incident response.
-
Gecko Robotics. Robots and AI software for infrastructure inspection. $125M Series D at $1.25B; $347M total; Pittsburgh. Stale — Product Designer published July 9. Company 10/12. AI-native. Trigger: Fresh Staff+/Director seat for inspection evidence, predictive maintenance, or remote operations.
-
Motive. Fleet operations, telematics, and AI safety systems. Late private; San Francisco. Conditional. Included in Issue #7 dormant list; retained here under the physical-AI cluster with refined trigger and ZED Connect portfolio routing. Company 9/12. Enterprise platform. Trigger: Staff+/Director owning AI safety decisions, driver review, or fleet intervention.
9. Generative media, voice, and creative control
The design problem shifts once the model performs more of the creation: maintaining authorial intent, managing rights and provenance, representing iteration state, and enabling selective acceptance are all distinct from generation itself. Lead with forward-looking artifacts on intent-based interaction. For voice companies, lead with the Trust essay's consent and attribution framework.
-
Jasper. Enterprise generative-AI marketing platform. Series A/C; Austin. Conditional. Company 9/12. AI-native. Trigger: Staff+/Director for brand-governed generation, campaign agents, or review workflows.
-
Gamma. AI-native presentation and web-content creation. $68M Series B at $2.1B; $100M+ ARR profitably; San Francisco. Stale — Senior Product Designer published November 2025. Company 11/12 (AI 3, Stage 2, Design 3, Trajectory 3).
- Portfolio match: Gamma's design problem is structured intent — the user specifies what they want to communicate, not how to lay it out. Your intent-based interaction artifacts address this. The Equinox+ 0→MVP in 3 months (completed as Product Design Director at BCG Digital Ventures) proves you can ship a consumer-grade creative product fast. You've both designed intent-to-output systems in production (TinyFish) and theorized the interaction model (forward-looking artifacts) — most candidates bring one or the other.
- Tier: AI-native. Trigger: New Staff+/Director requisition or explicit hiring by the design buyer.
-
Ideogram. Text-to-image generation with typography and editing controls. Growth private; Toronto — U.S. eligibility requires confirmation. Clear — three Ashby roles, none design. Company 9/12. AI-native. Trigger: U.S.-eligible Staff+ for iterative generation, text fidelity, or rights/provenance.
-
Captions. AI video creation, editing, avatars, and localization. Series C; New York. Conditional. Company 10/12. AI-native. Trigger: Staff+/Director for multi-stage video generation, identity consent, or professional review.
-
Typeface. Enterprise generative content with brand controls. Series C; Palo Alto. Stale — Staff Product Designer published June 11. Company 10/12. AI-native. Trigger: New requisition ID or renewed promotion establishing a restarted search.
-
Photoroom. AI photo editing and commerce imagery. Series B; Paris — U.S. eligibility unconfirmed. Clear — 15 Ashby openings, none design. Company 9/12. AI-native. Trigger: U.S.-eligible Staff+/Director for batch generation, object fidelity, or brand review.
-
Lightricks. AI-powered photo and video creation. Series D; Jerusalem with New York presence. Conditional. Company 8/12. AI-native. Trigger: U.S. Staff+ product-design seat for generative creation or cross-product coherence.
-
Deepgram. Speech recognition, voice generation, and voice-agent infrastructure. Series C; San Francisco. Conditional. Company 9/12. AI-native. Trigger: Staff+/Director for voice-agent debugging, latency, turn-taking, or escalation.
-
Speechify. AI speech and voice platform. Growth private; remote U.S. Clear for product design in Greenhouse. Company 8/12. AI-native. Trigger: Staff+ product design for voice identity, listening controls, or creator authorization.
-
ElevenLabs. Speech synthesis, dubbing, and voice-agent platform. Late private; London/New York. Conditional. Included in Issue #7 dormant list; retained here under the generative-media cluster with refined trigger requiring U.S. eligibility. Company 11/12. AI-native. Trigger: U.S. Staff+/Director for voice-agent interaction, consent, provenance, or professional production.
10. AI transformation inside established operating platforms
These companies already have complex user, permission, and workflow models. The qualifying trigger connects AI to platform-level authority — dispatch, operations, contract intelligence — not a bounded assistant feature. Lead with the Alibaba redesign for enterprise platforms. For field-operations companies, lead with ZED Connect (completed as Product Design Director at BCG Digital Ventures).
-
ServiceTitan. Operating platform for home-services businesses. Early post-IPO; Los Angeles. Conditional. Company 8/12. Enterprise platform. Trigger: Staff+/Director owning AI dispatch, technician workflows, or cross-role operational control.
-
EquipmentShare. Connected-equipment, fleet, and construction-operations platform. Early post-IPO/growth; Columbia, Missouri. Conditional. Company 8/12. Enterprise platform. ZED Connect domain relevance is high. Trigger: Staff+ for fleet intelligence, field exceptions, or predictive service.
-
MaintainX. Frontline maintenance and asset-management software. Series D; San Francisco. Conditional. Company 9/12. Growth-stage platform. Trigger: Staff+/Director for AI work orders, maintenance prediction, or technician escalation.
-
Tulip. Frontline operations and manufacturing application platform. Series C; Somerville. Clear — current design opening is brand/creative, not product. Company 8/12. Growth-stage platform. Trigger: Staff+ product design for AI-assisted quality, work instructions, or exception handling.
-
FourKites. Supply-chain visibility and logistics intelligence. Series D; Chicago. Clear — 15 Greenhouse roles, none design. Company 8/12. Enterprise platform. Trigger: Staff+/Director for predictive exceptions, ETA confidence, or intervention workflows.
-
Stord. Cloud logistics and fulfillment platform. Series E; Atlanta. Conditional. Company 8/12. Growth-stage platform. Trigger: Staff+ for AI inventory, fulfillment exceptions, or shipper/customer shared state.
-
Icertis. Enterprise contract-lifecycle platform with contract intelligence. Late private; Bellevue. Conditional. Company 9/12. Enterprise platform. Trigger: Staff+/Director for clause intelligence, obligation monitoring, or approval controls.
-
Highspot. Sales enablement and revenue platform with AI coaching. Late private; Seattle. Lever returned no openings. Company 8/12. Enterprise platform. Trigger: Staff+ for AI coaching evidence, seller review, or manager intervention.
-
Ashby. Recruiting and applicant-tracking platform with AI hiring workflows. Series C; San Francisco/remote. Conditional — established product-design function but current inventory not fully resolved. Company 9/12.
- Portfolio match: Ashby's design problem is consequential AI in hiring — the system recommends, scores, or surfaces candidates, and the recruiter needs to trust the recommendation without auditing every decision. Your Trust essay's Watch→Verify→Delegate framework applies where bias and fairness are regulatory concerns. The Allē dual-surface redesign (30M members, 3.2× redemption, completed as Product Design Director at BCG Digital Ventures) proves you can design for two-sided platforms where both sides need different evidence. You've designed trust boundaries for automated decisions with real human consequences, and hiring is exactly that domain.
- Tier: Growth-stage platform. Trigger: Staff+/Director owning AI hiring decisions, evaluator calibration, or applicant transparency.
-
Eightfold AI. Talent intelligence, workforce planning, and recruiting platform. Series E; Santa Clara. Conditional. Company 9/12. AI-native. Trigger: Staff+/Director for candidate matching, explanation, or consequential human review.
How to use this list
Set career-page alerts on the seven companies scoring 11–12: Hippocratic AI, Together AI, Fireworks AI, Cursor, Harvey, Gamma, and ElevenLabs. Add Cognition (10/12) — 89 open roles, zero designers, definition-window hire. When any of these post a qualifying design seat, the first senior designer shapes the function.
The cluster heading routes you to the right proof campaign before you know anything else about the specific role. The tier label tells you which Tier Playbook to read the moment a trigger fires. Verify the role language and adjust from there.
Three companies were removed from this list because active signals appeared during research: Aidoc (Director of Product Design, August 13), Fivetran (Principal Product Designer and Senior Product Design Manager, late August), and BuildOps (Head of Product Design and Staff Product Designer, current). Those belong in the active signal scan.
- Aidoc posted a Director: A Director of Product Design appeared August 13 during this research pass, moving Aidoc from dormant to active and worth scoring against the full role rubric before the signal ages past hot.
- Funding-to-design-post lag varies wildly: The research found Together AI posted a design role 9 days after its $800M Series C while Hippocratic AI still has no design seat ten months after its Series C, which means a generic "watch for roles after funding" trigger needs company-specific calibration.
- Viz.ai's CPO search changes the ceiling: A newly advertised Chief Product Officer creates an executive-hire clock — if filled, the first 30 days would be the highest-value window for a design-leadership outreach before the new CPO's org chart hardens.
- Design-to-code screens are spreading: At least Redesign Health explicitly expects designers to build working front ends with Claude Code, and several other current mandates test code fluency — worth tracking whether this pattern appears in future triggers from this dormant list.