New startup ideas · AI and software · Agent infrastructure
startup idea
Actledger
Signed action records for enterprise agents, with a policy pack ecosystem on top.
Actledger sits between an enterprise's agents and the systems they touch: every tool call is authorized against policy, signed, and written to an immutable action record mapped to audit controls.
- Software subscription
- Enterprise
- $10-100B market
- Platform others build on
- US first
4/5
venture judge
10
similar startups, last 2 years (25 all-time)
98%
of 4 nearest real companies still alive
yes
8 matching federal grants and programs
Direction supported by government programs and grants
Test it before you build it
$800 · 5 weeks · 25 prospects
Proves for $800 in five weeks that internal audit leaders at regulated enterprises will pay $3,000 up front for signed, control-mapped evidence of coding-agent changes that their vendors' free logs do not give them.
Riskiest assumption · Internal audit leaders at regulated enterprises will pay separately for a runtime-neutral signed record of agent actions rather than accept the free logs their agent and cloud vendors already produce as sufficient audit evidence.
1Focus group: who and where
The director of IT audit or security engineering manager at a US bank, insurer, or healthcare system where coding agents already commit code and update tickets in production repos, and this year's SOX ITGC or SOC 2 change-management testing has to explain who approved those changes
where to find 25 · ISACA local chapter meetings in major metros, the r/InternalAudit and r/cybersecurity communities where SOX ITGC and agent-change questions already surface, IIA chapter directories for heads of IT audit at regulated enterprises, and warm intros through Big 4 IT audit alumni
2Sell first, build later
A 30-day pilot: signed, control-mapped evidence for every write action one coding-agent team makes against source control and ticketing, built from the enterprise's own exported GitHub and Jira logs with no production access, evidence file delivered by day 30.
the ask · $3,000 per pilot, invoiced up front and credited against a per-agent-seat subscription at conversion.
a real yes · A paid invoice or a countersigned LOI with a start date and a named agent team counts as yes; security-team enthusiasm, unpaid proofs of concept, and 'add us to the beta' do not.
3Small experiments
The first one attacks the riskiest assumption; each ends with a number that says whether to run the next.
1. Fifteen audit-gap calls
$250 · 10 days
Pull 25 names of IT audit directors and security engineering managers from ISACA and IIA chapter rosters plus Big 4 alumni intros, and attend two local ISACA chapter meetings. Book 15 calls asking one question: how will you evidence agent-made commits and ticket changes in this year's SOX ITGC or SOC 2 testing, and what did your external auditor say about it.
keep going if · 8 of 15 say agent-made changes are in scope this cycle and they have no evidence answer their auditor accepts
2. Sample signed evidence pack
$200 · 7 days
Build a sample evidence pack from a synthetic GitHub audit log: signed action records for 50 agent commits and ticket updates, mapped to SOX ITGC change-management and SOC 2 CC8.1, formatted as the file an external auditor would receive. Walk 10 prospects from experiment 1 through it on a screen share.
keep going if · 5 of 10 ask for pilot terms or forward the pack to their external audit partner
3. Close paid design-partner pilots
$350 · 18 days
Send written terms to everyone who asked: $3,000 invoiced up front, 30 days, one coding-agent team, evidence built entirely from their exported GitHub and Jira logs so no production access or vendor security review blocks the start. Where procurement cannot release money yet, take a countersigned LOI with a dated start and a named agent team instead, and count it separately.
keep going if · 2 invoices paid, or 1 paid plus 2 countersigned LOIs with start dates
4Collect a deposit up front
Tesla took $1,000 refundable reservations for the Model 3 and $100 for the Cybertruck before building either: the deposit is the measurement, not the revenue.
$3,000
per prospect, refundable
how · A paid design-partner pilot invoiced up front and signed by the audit or security director; because the pilot uses only exported logs, no security review gates payment, and where procurement still cannot move money before vendor onboarding, the fallback instrument is a countersigned LOI with a dated start and a named coding-agent team. set up: Stripe Invoicing ↗
what it reserves · One of three pilot slots starting by October 15, 2026, the control mapping for their specific framework, and the pilot fee credited against year one.
refund · Fully refunded if the pilot has not started by the agreed date or if the enterprise's vendor review declines the engagement.
target · 2 paid pilots, or 1 paid pilot plus 2 dated LOIs, from 15 conversations within 35 days
Go: build it if
2 pilots paid at $3,000, or 1 paid plus 2 countersigned LOIs with start dates, out of 15 conversations, with at least 8 of 15 confirming agent changes are in this year's audit scope.
Kill: stop if
Zero money and zero signed LOIs after 15 conversations and 10 evidence-pack walkthroughs, or fewer than 5 of 15 prospects confirming agent-made changes are in this year's audit scope.
5 Scripts to run itoutreach message, landing copy, deposit terms · click to open
outreach message
When your external auditors sample change-management controls this cycle, some of the commits and tickets they pull will have been written by coding agents, and 'the vendor logs it somewhere' will not pass. I turn your existing GitHub and Jira audit exports into a signed evidence file mapped to SOX ITGC and SOC 2 change controls, with no production access needed. I am taking three paid 30-day pilots this quarter. Do you have 20 minutes this week to look at a sample evidence pack?
landing page
Audit-ready evidence for every change your coding agents make $3,000 buys a 30-day pilot: one agent team, a signed evidence file mapped to SOX ITGC and SOC 2 change controls Book a walkthrough and reserve one of three pilot slots
deposit terms
$3,000 invoiced up front reserves one of three 30-day pilot slots starting by October 15, 2026: we instrument one coding-agent team's write actions from your exported GitHub and Jira logs and deliver a signed, control-mapped evidence file by day 30. Fully refunded if the pilot has not started by the agreed date or your vendor review declines the engagement. No production access is required.
Would you run this test?
One tap. The yes-share feeds the Demand pillar of this idea's score; nobody sees who answered.
Budgets are out-of-pocket estimates for a team of one to three, US market. Size the deposit to the deal, and check the terms before taking money in a regulated line.
Scorecard
One score that balances how trendy the idea is, the demand for it and its potential for 100x, with competition measured relative to every other idea in the catalog. Recent startup trends first, government priorities second.
68
Idea Score, 0-100 · raw 42.0 x 1.61
Active
competition: more crowded than 69% of ideas · headwind x0.65
+2.9
government priorities, secondary (19 matching grants)
Trend
52
Is the wave forming now? 2025-26 entrants vs 2023-24, rounds since 2025, the sector's live-batch direction, the 2026 trend analyst.
- Entrants 2025-26 vs 2023-24 (similar companies)53
- Rounds announced 2025+ in the sector4
- Sector direction (live batch)100
- 2026 trend analyst50
Demand
68
Does anyone want it? YC's current RFS, companies already paid for something similar, the operator judge, founders' yes-rate in decks, readers who would run the test.
- YC asks for it (current RFS: idea / sector)30
- Someone already pays (similar companies, recent / all-time)100
- Operator judge: real pain75
100x potential
61
Can it return a fund? The venture judge (double weight), market-size and moat axes, neighbours still alive, the technologist judge.
- Venture judge75
- Market size axis67
- Moat axis100
- Neighbours still alive23
- Technologist judge25
Score = 100 x cbrt(Trend x Demand x 100x) x (1 - 0.5 x crowding) + government bonus (max 5), calibrated so the 95th-percentile idea scores 90 (order never changes). A geometric mean: a weak pillar cannot be papered over. Percentiles are among the 272 ideas in the catalog; the terms matched were signed, action, records, enterprise, policy, pack, ecosystem, sits.
The idea in full
- What
- Actledger sits between an enterprise's agents and the systems they touch: every tool call is authorized against policy, signed, and written to an immutable action record mapped to audit controls. Security and internal audit teams buy it as a subscription per agent seat; ISVs, MSPs and IAM vendors build and sell policy packs (finance close, PHI handling, production change) on the public SDK. It is normal backend engineering - a proxy, a policy engine, a signed log - not new model research, so the first controlled rollouts ship inside a quarter.
- Why now
- The cluster added 107 new companies in 2026 alone against 70 in all of 2024, so enterprises now run agents from a dozen vendors with no common record of what those agents did, and NSF has put ~$1.5M into the Safe-OSE Center for Security-Assuring AI Agent Communication and Interoperability Standard, which means the interoperable control layer is being standardized right now rather than in five years.
- Wedge: first customer and entry point
- One regulated US enterprise with a coding-agent fleet already in production: instrument only write actions against source control and ticketing, and hand internal audit the first evidence export they can actually sign off on.
- Path to 100x
- Enterprise security and GRC tooling is a $10-100B spend and agent oversight is becoming a mandatory line item inside it; Actledger takes a per-agent subscription across every runtime an enterprise uses, which is a bigger surface than any single runtime vendor can address. The data moat compounds - the labeled corpus of which agent actions got denied, reversed or flagged across hundreds of enterprises makes the risk scoring better than any newcomer can bootstrap, and the policy pack ecosystem makes partners dependent on the schema.
- Ceiling
- If agent oversight settles as a checkbox feature of the runtime rather than a separate control plane, this caps as a $100-200M ARR compliance tool bought by auditors, not a platform.
- Closest real companies, as the generator saw them
- Decawork sells an Agent Control Plane to IT teams and SpaceFlow Technologies, Inc. sells a managed runtime, both of which want to own where agents run; Actledger deliberately does not run the agent, it records and authorizes whatever runtime the enterprise already bought, which is why partners resell it instead of fighting it. Tesseral died doing open source identity for business software as a direct developer sale - the same primitive works when the buyer is audit and the motion is channel.
- Main risk
- The big cloud and model vendors bundle a good-enough action log into their own agent runtimes for free and enterprises stop paying for a neutral one.
Five judges
Each judge scores every idea in the catalog with a named rubric; the venture judge decides whether a card is shown at all (4-5 is venture-grade).
Venture investor
4/5
Revenue within a quarter, capital-light proxy economics, and a denied-action corpus across hundreds of enterprises inside a $10-100B GRC budget line.
Bootstrapper
4/5
A proxy, policy engine and signed log ships in a quarter to audit teams who already buy GRC tooling.
Operator
4/5
Internal audit owns GRC budget, the proxy ships inside a quarter, and it records whatever runtime the enterprise already bought.
Technologist
2/5
The card itself says proxy plus policy engine plus signed log is normal backend engineering shipping in a quarter, exactly what runtime vendors bundle free.
Risk
4/5
Runtime-neutral by design, sold to audit through ISV, MSP and IAM partners, so no single agent vendor controls its access.
trends
3/5
A neutral signed action log fits the compliance RFS, but it rides the agent-infrastructure cluster the brief shows at 16% of the S26 batch with 107 new 2026 entrants.
Similar startups in the directory
Companies whose pitch matches most of the idea's terms (signed, action, records, enterprise, policy, pack, ecosystem, sits): 25 all-time, 10 from the last two years. Same matching as Idea Check.
AI for Field Service Enterprises
The company brain for construction companies
Expert computer-use data for frontier AI labs
MCP security gateway that secures autonomous AI by replacing broad human access grants with strictly scoped, fully auditable agent identities.
Oasis monitors communication across teams and systems to keep enterprise knowledge updated and accurate in real time, eliminating $50M+ per company, per year lost to manual, memory-based collateral updates.
Credo AI is an adaptive AI governance platform that facilitates responsible AI adoption by translating policy and regulatory standards into actionable controls, thereby ensuring compliance, mitigating risks, and fostering trust among stakeholders.
Liability insurance for AI Agents. You deploy agents, we cover you.
Automatically blocking risky behavior with real-time governance agents
AI-powered Innovation, Made Easy. App Orchid enables AI-powered business outcomes with measurable ROI in 8-12 weeks.
SHADE.ai aims to become the leading conversational intelligent GenAI Agent (GAA) by leveraging advanced Vertical Generative AI.
Acuvity provides comprehensive AI security and governance for enterprise ecosystems.
Building the Future of Travel Extras and Ancillaries.
The generator's reference companies
Real companies the model named as closest when it wrote the card, with their fate. A check mark is a company the radar could verify in its directory.
Public money in this direction
US federal grants, SBIR/STTR awards and open opportunities from the radar's public-money feed, matched to the idea's terms; the sector totals give the context.
8
grants and programs matching the idea
36
startup-relevant grants in Agent infrastructure
$16M
awarded in the sector, tracked
- Project VELA: A Cloud-Based, Model-Agnostic Federated Query Tool to Enable Scalable, Inclusive Multi-Site Research Across Health Systemsawardhigh relevance
NIH / NIMHD · SBIR phase I · $307K · posted 2026-08-28
National Science Foundation · SBIR Phase II · $1M · posted 2026-08-24
- I-Corps: Translation Potential of Privacy-Preserving Internet of Things (IoT) for Clinical and Home Health Monitoringawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-08-20
- I-Corps: Translation Potential of a Privacy-Aware Stress Sensing and Conversational Companionawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-08-19
- I-Corps: Translation potential of a clinical decision support system for evidence-based reasoning for disease management and preventionawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-08-17
- STTR Phase I: A New Class of Injection Molded Biosymbiotic Devices for Long-Term, Multimodal Physiological Monitoringawardhigh relevance
National Science Foundation · STTR Phase I · $305K · posted 2026-08-13
- I-Corps: Translation Potential of a Digital Pet Health Management Software Platformawardhigh relevance
National Science Foundation · I-Corps · $50K · posted 2026-08-10
- Personalized Assessment and Care of Kidney Support in Critically Ill Patients(PACKS-ICU)awardhigh relevance
NIH / NIDDK · SBIR phase I · $314K · posted 2026-08-06
Market signal
What the radar sees in Agent infrastructure: new companies by cohort year, the forming YC batch, and outcomes since the February snapshot.
Agent infrastructure · 28 → 64 → 108 → 150 → 178 new companies 2022 → 2026 · 94% aliveYC F26 live: 23 in this cluster, 19% of the batch (was 16% in S26)Since February, of 239 YC companies here: 9 acquired, 4 shut down, 110 rewrote their pitch
Design attributes
The card is one cell of a designed set: every axis below was chosen before the text was written, and the text had to realize it.
- Buyer
- Enterprise
- Business model
- Software subscription
- Path to 100x
- Platform others build on
- Market size
- $10-100B market
- Capital intensity
- Capital-light (software margins)
- Speed to revenue
- Revenue within a year
- Technical depth
- Real engineering
- Go-to-market
- Partners and channels
- Moat
- Data moat
- Geography
- US first
- Regulation
- Some regulation
- Vibe
- Hot space
Listed under
An idea sits in its own sector and in any sector its text clearly touches.
More ideas like this
AI and software · Agent infrastructure
Socketry
The exchange where software vendors sell maintained, agent-ready API connections.
Socketry is a two-sided marketplace where SaaS vendors publish guaranteed-current, agent-callable versions of their APIs - tested sandboxes, auth, rate contracts, change notices - and enterprises subscribe to them for their internal agents with one bill and one security review.
AI and software · Agent infrastructure
Latchwork
Self-healing connectors for the long tail of small business software agents cannot reach.
Latchwork records a session against a vertical tool that has no usable API - a dental scheduler, a salon booking system, a freight dispatch app - and turns it into a connector that agents call like an API, then repairs itself when the vendor changes a screen.
AI and software · Agent infrastructure
Rubricon
An exchange where domain experts sell held-out eval suites that enterprises run on demand.
Rubricon is a marketplace for agent evaluation: radiologists, tax accountants, claims adjusters and network engineers publish task sets with graders, and enterprises pay per run to test their agents against them.
AI and software · Agent infrastructure
Civitrace
Casework agents for US agencies that turn every verified fact into reusable public evidence.
Civitrace runs eligibility and permit casework as a managed agent service for US state, county and city agencies: it reads submitted documents, checks them against source systems, drafts determinations, and hands a human caseworker a decision packet with citations.
AI and software · Agent infrastructure
Toolharbor
The governed registry every enterprise agent must pass through to touch a tool.
Toolharbor is a control plane that sits between an enterprise's AI agents and every tool, API, and MCP server they call, enforcing policy, credentials, and rate limits per agent.
AI and software · Agent infrastructure
Openstall
No-code layer that makes every small business readable and transactable for AI agents.
An SMB connects its booking, inventory, and payment tools (Shopify, Square, Calendly, QuickBooks) in a no-code dashboard, and Openstall publishes them as one hosted, self-maintaining endpoint that any AI agent can query and transact against.
Fictional company written 2026-08-22 from MarkosWeb data; the companies, grants and numbers around it are real and tracked. Treat the idea as a research prompt, not a plan.