open-org

Autonomous ML experiment loop: modify training code, run timed experiments, keep improvements, and repeat indefinitely across CUDA / Apple Silicon MPS / CPU / Windows.

Survey research domains and formulate high-impact open problems.

Manage parallel research tracks and synthesize multi-track findings.

End-to-end research orchestrator from hypothesis to publication.

Transform research papers into production-ready product architectures.

Continuous competitive benchmarking loop to defend #1 rankings.

Generate and stress-test novel research hypotheses.

Synthesize findings across a large body of research papers.

Replicate and reproduce code implementations from research papers.

Design rigorous experiments to validate research hypotheses.

Write publication-ready research papers and reports.

Generate publication-ready IEEE conference and journal papers.

Critically review and evaluate research papers.

Write research paper sections locally using Ollama models on GPU — DeepSeek-R1 for methods/results, Phi-4-reasoning for abstract/intro/conclusions, GLM-4.7-Flash for full drafts and synthesis. Fully offline, no cloud APIs.

Produce investor-grade websites and complete Next.js codebases.

Build deployable AI agents on-the-fly for ServiceNow, Salesforce, AWS, and more.

Design and build production-ready AI agents for enterprise platforms.

Ship and distribute AI agents across enterprise environments.

Decode and analyze complex enterprise business problems.

Monitor and act on enterprise signals and business triggers.

Portfolio-level PM intelligence and signal aggregation.

End-to-end product discovery and management for specific product areas.

Stakeholder intelligence, mapping, and engagement strategy.

Competitive landscape research and analysis.

Generate and evaluate product and business ideas.

Write comprehensive product requirements documents.

Plan and manage product roadmaps.

Write compelling business and sales proposals.

Transform customer briefs into complete commercial packages and POCs.

Autonomous engine for C-suite prospecting and meeting generation.

Executive-grade Account Intelligence Reports for enterprise pursuit meetings.

CMO orchestrator: strategy, budget, and cross-functional campaigns.

VP Content: editorial calendar planning and multi-platform distribution.

Forbes-tier press release writer: news angle mining, viral headline engineering, strategic quote crafting, journalist targeting, wire distribution, and social amplification playbook.

VP Demand Gen: pipeline creation, paid ads, and lead routing.

VP Product Marketing: positioning, messaging, and sales enablement.

VP Community & Ecosystem: strategy across GitHub, Discord, and Slack.

Build and engage online communities around your product.

VP Lifecycle & Retention: maximize LTV through onboarding and NPS.

Plan, execute, and follow up on events and webinars.

SEO strategy, keyword research, and content optimization automation.

Research and produce thought leadership whitepapers.

Manage paid advertising across Google, LinkedIn, and Meta.

Route and qualify leads through the funnel.

Customer intelligence: win/loss analysis, buyer persona research, and VOC.

Top-level orchestrator: partner portfolio, alliances strategy, and board reporting.

Partnership thesis, market mapping, partner tier framework, and multi-year roadmap.

Identify and pitch Big 4, GSIs, boutique consultancies, and ISVs.

LOI, MOU, co-sell, reseller, implementation, and JV agreement negotiation.

Partner onboarding, certification programs, sales kits, and QBRs.

Joint account planning, co-sell motion, and implementation partnership framework.

Co-authored thought leadership, joint events, co-branding, and press strategy.

Deal registration, pipeline tracking, CRM hygiene, and attribution.

Top-level fundraising orchestrator: raise strategy, investor relations, and board reporting.

Referral fees, reseller margins, MDF program, and revenue recognition.

Discover, profile, score, and prioritize investors — VCs, angels, HNIs, CVCs.

Build investor-grade pitch decks with problem, TAM, solution, traction, and ask.

Automated personalized multi-channel outreach to angels, VCs, and HNIs.

Pack the founder's calendar with investor meetings and manage round momentum.

Build and organize the investor data room for due diligence.

Track conversion funnel, outreach effectiveness, and forecast round close.

VP Revenue Ops: customer invoicing, recurring billing, and commission payout.

CFO orchestrator: financial strategy, investor reporting, revenue ops, and tax compliance.

Sales Comp: calculate, track, and process commission payouts and SPIFFs.

AR: invoice generation, tracking, collections, and aging reports.

Employee expense reports, policy enforcement, and reimbursement workflows.

VP AP: vendor invoice processing, PO management, and expense reimbursements.

PO creation, three-way matching, vendor onboarding, and procurement controls.

VP Payroll: payroll processing, benefits administration, and compensation planning.

CISO orchestrator: enterprise security strategy, risk governance, and board reporting.

Salary bands, compensation changes, equity grants, and total compensation statements.

Corporate tax, sales tax, VAT, transfer pricing, and R&D tax credits.

VP Compliance: SOC 2, ISO 27001, HIPAA, GDPR, and EU AI Act frameworks.

Audit evidence collection, control testing, SOC 2 readiness, and GRC management.

Vertical-specific compliance: HIPAA, PCI-DSS, SOX, FedRAMP, and financial services.

VP SOC: threat monitoring, incident detection, and SRE reliability.

Proactive threat hunting, anomaly detection, and IOC intelligence.

Incident containment, eradication, recovery, and post-incident reporting.

Platform reliability, SLO compliance, incident runbooks, and operational security.

VP AppSec: secure SDLC, SAST/DAST toolchains, and vulnerability management.

VP Infra Security: cloud security posture, network architecture, and encryption.

Authorized penetration tests, red team exercises, and vulnerability assessments.

RBAC, least-privilege, privileged access management, and SSO/MFA architecture.

Network segmentation, DLP controls, encryption policies, and data classification.

VP AI Security & Ethics: AI system security, responsible AI governance, EU AI Act.

AI threat modeling, prompt injection testing, and LLM security hardening.

Security awareness training, phishing simulations, and compliance education.