Vision · competitors · pitch angle · market readiness — for each product, grouped Security / Finance / Dev. Readiness is honest and verified: "Live" means it answers on its own domain today; pilots, early bets, and not-live are labeled as such.
Vision: the neutral control plane for letting outside devs use AI agents on sensitive repos — govern, isolate, audit every action.
Competitors: E2B / Modal / Daytona (sandboxes); Island / Talon (enterprise browsers) — none do contractor AI-policy + audit.
Pitch: the compliant, audited agent workspace E2B/Modal skip. $300–700K (Decibel / FirstMark / Lux).
Readiness: live, 697 tests, but gated + needs a connected Kasm instance → design-partner pilots.
Vision: the AI security + cost ops layer for every Microsoft 365 tenant an MSP runs.
Competitors: CIPP (incumbent), Augmentt, Inforcer, Huntress.
Pitch: the CIPP alternative that adds AI detection + remediation, per-tenant, Pax8-listed. $500K–1.5M (Dawn / Meritech / Insight).
Readiness: live, 298 tests, 5-min onboarding, MSP channel → sellable now.
Vision: autonomous SRE + AI-aware security — self-healing pipelines + write-time vuln detection.
Competitors: Snyk / Semgrep / Aikido (AppSec); PagerDuty / incident.io (SRE).
Pitch: sub-$50/dev, no sales call; catch at write-time, heal at run-time. $150–400K (Boldstart / Decibel / Forgepoint).
Readiness: live with dashboard/pricing; lock the one-line ICP (AppSec vs SRE).
Vision: a privacy firewall for AI — scrub PII/secrets before any prompt hits an LLM; scaling to "Glean for regulated industries."
Competitors: Lakera, Nightfall, Prompt Security (DLP); Glean (platform).
Pitch: "Shadow AI is the new shadow IT" — scrub across 8 surfaces; SOC2/HIPAA/PCI/FINRA trust center. $250K–2M.
Readiness: site + pricing live, core code thin, platform not standalone → bundle the family.
Vision: post-authentication session security — continuous trust after login.
Competitors: Beyond Identity, CAEP / Shared-Signals ecosystem.
Pitch: watch the session, not just the login.
Readiness: concept, no domain (tokenforge.io collision) → internal capability, don't pitch.
Vision: one engine — cross-check a claim against truth, score, act — pointed at sanctions today, agentic-commerce trust (Beacon) next.
Competitors: World-Check/LSEG, ComplyAdvantage, Persona ($2B), Alloy ($1.55B); Beacon's discovery-trust seat is open.
Pitch: replace World-Check at ~1/10 cost, sub-1ms, 86 lists. $750K–1.5M @ $8–14M (QED / Ribbit / FinTech Collective).
Readiness: screening live, audit on real data → sellable. Beacon = prototype (the round's proof point).
Vision: visual subscription management + AI insights — see and control all recurring spend.
Competitors: Chargebee / Recurly / RevenueCat (infra); Rocket Money (consumer).
Pitch: a beautiful visual analytics layer over subscription chaos, with AI insight.
Readiness: live → self-serve / PLG; pin the segment (consumer vs SMB) before a raise.
Vision / Readiness: production-deployment tooling, not a customer product. Low standalone value — treat as infra, don't pitch.
Vision: CI/CD that runs on your machine, zero config, free forever — the anti-GitHub-Actions cost story.
Competitors: GitHub Actions, Depot, Namespace, Blacksmith, CircleCI.
Pitch: $0 runners, zero YAML; upsell Pro/Team + enterprise (DORA, SSO). $400–900K (Heavybit / Boldstart / Felicis).
Readiness: live, 2,165 tests, npm + Homebrew → sell free core, upsell now.
Vision: the first testing copilot built for AI-generated code — self-healing, browser/mobile/API.
Competitors: QA Wolf, CodeRabbit (adjacent), mabl, Playwright (DIY).
Pitch: "Cursor wrote the code, Qestro wrote the tests." $800K–2M (Scale VP / Bessemer / Khosla).
Readiness: live, largest codebase in the portfolio → sellable; lead pilots with vibe-coding teams.
Vision: AI code-quality at write-time + browser-workflow automation into audit-ready SOPs.
Competitors: CodeRabbit, Cursor rules, Greptile; Scribe (workflow).
Pitch: catch issues as Cursor types; bundles with PipeWarden into "Coderail Platform."
Readiness: both surfaces live → sellable; cleanest as a bundle.
Vision: the neutral LLM gateway that cuts spend and shows the receipts across 21 providers.
Competitors: Portkey (→ Palo Alto), Helicone, OpenRouter, LiteLLM, Braintrust.
Pitch: 246 booster rules + cache + self-learning router. $400–900K (Boldstart / Heavybit / a16z Infra).
Readiness: live SDK + gateway, but cost benchmark unpublished → pitch as a pilot ("measure your savings").
Vision: turn any API into a production MCP server in 60 seconds.
Competitors: Stainless (→ Anthropic), Speakeasy, hand-rolled servers.
Pitch: "Stainless for MCP," auto-publish to Smithery. $500K–1M.
Readiness: live → self-serve / PLG; rides post-Stainless validation.
Vision: the MCP server that boots any repo so agents know how to run a project.
Competitors: Daytona, dev containers, Stainless-adjacent tooling.
Pitch: fixes "the dev server won't start" for Cursor/Claude Code. $250–500K (YC).
Readiness: live — note fastpm.dev is down; consolidate to one domain.
Vision: Supabase for agents, on the Cloudflare edge — auth+DB+storage+agents + a 28-agent SDLC catalog.
Competitors: Supabase, Convex, Appwrite.
Pitch: AI-native BaaS with an edge differentiator; CF Workers Launchpad ($2M). $500K–1.2M.
Readiness: live + agents.lunaos.ai → strong PLG + Launchpad motion.
Vision: the AI-native database workspace for builders shipping apps with agents.
Competitors: PlanetScale, Neon, Prisma, Supabase Studio.
Pitch: the DB workspace designed around agent-built apps.
Readiness: live → early; pick a lane vs querylens (SQL analyzer, prototype).
Vision: developer-first vehicle-to-vehicle / edge messaging API.
Competitors: OEM V2X stacks, Smartcar.
Pitch: sub-100ms edge messaging for fleets, not OEMs. $500K–1.5M (Trucks VC).
Readiness: live, but a 5–10 year market → keep warm, don't lead sales with it.
Vision / Readiness: VS Code AI code-intelligence extension. Overlaps Coderail/Qestro, no domain → low standalone value; fold in or shelve.
Vision: mobile AI object scanner — point your camera, identify & analyze.
Competitors: Google Lens, Pinterest Lens, generic AI vision apps.
Readiness: live consumer app; monetization unclear → consumer experiment.
Vision: one-of-one AI creatures (NFC-seeded genome) for ages 13–17 — Pokémon × Labubu × Tamagotchi × Roblox.
Competitors: Pop Mart/Labubu (top risk), Pokémon, Tamagotchi, character.ai, Miko/Moxie.
Pitch: first-mover in the legal teen window; creator-economy skill marketplace as the moat.
Readiness: concept + prototype (~5%); gated on co-founder, manufacturing, kid-safe AI → raise-only. (Full pitch: pixel-pets/INVESTOR_PITCH.md)
Vision / Readiness: Chrome extension putting arcade games inside ChatGPT/Claude. Toy / marketing asset — ignore for sales.
AMLIQ · TenantIQ · PipeWarden · push-ci.dev · Coderail · mcpoverflow · LunaOS — clear buyers, live, fully sellable.
Clawpipe · Qestro · OpenSyber · SubsForge · QueryFlux — live but need a design-partner motion or a pending proof point.
Pixel Pets (concept) · Looma (5–10yr market) · Beacon (prototype inside AMLIQ).
TokenForge · LunaForge · QuantumBeam · VibePulse · ScanGenie — not live, internal, or off-strategy.