Every call
Every call Earlyink has made, newest first, with its number and the date it first appeared.
Opportunities
- Advice Line: FCA disclaimer and advice-boundary testing for UK finance assistantsRegression tests proving a UK finance chatbot gives disclaimers and stays on the guidance side of advice; compliance teams pay.First flagged 2026-10-20
- Agent Canary: decoy keys, files and tools that catch a misbehaving agent in the actPlants decoy secrets, files and MCP tools in agent workspaces and alerts when an agent touches them. Small dev teams pay.First flagged 2026-10-20
- Anthropic's IPO becomes the first public mark for frontier labs, with a thin float and a trust in chargeFrontier labs compete for one pool of investors, and governance structures decide who sets the public price.First flagged 2026-10-20
- Batch Twin: parity proof for COBOL that models have migratedReplays recorded batch inputs through original and migrated programs and diffs every output field; banks and integrators pay.First flagged 2026-10-20
- Decoy Ledger: honeypot keys, tools and records that catch misbehaving internal agentsPlants fake keys, money-moving tools and customer records that only a rogue internal agent would touch; fintech security teams pay.First flagged 2026-10-20
- Frontier models reach COBOL, and the mainframe modernisation business gets repricedAI-led migration of bank and government COBOL, Fortran and VB estates, paid for by CIOs out of modernisation budgets.First flagged 2026-10-20
- Guarantee Desk: an agent for bank guarantee and letter-of-credit amendments at commodity tradersAgent that checks facility headroom and drafts guarantee amendments across a trader's systems; mid-size trader treasuries pay.First flagged 2026-10-20
- Hidden Ask: a browser extension that shows text written for AI, not for youAn extension and crawler that reveal hidden LLM-directed instructions on web pages. Journalists, consumer advocates and agencies pay.First flagged 2026-10-20
- JPM Coin moves to public Ethereum, and the Fed warns tokenized deposits make funding flightierBank deposit tokens on public chains need new liquidity and risk tooling. Treasurers and bank ALM teams pay.First flagged 2026-10-20
- Lookahead Lint: process audits for LLM-written trading backtestsChecks agent-built backtests for future data, wrong rules and hidden retries; emerging quant managers and their allocators pay.First flagged 2026-10-20
- Neuron Fit: will my PyTorch job run on Trainium, and what will it cost?A CLI that runs a model through TorchNeuron and reports what breaks and the cost per step against GPUs. Startups on AWS credits pay.First flagged 2026-10-20
- One fake headline can move a herd of trading agents, so signed news gains valueChecking where the news fed to trading and advice agents came from. Funds, brokers and data vendors pay.First flagged 2026-10-20
- PRD Trace: a requirement-by-requirement check that an agent's PR did what the spec askedA GitHub app that maps each spec requirement to diff lines and tests and flags gaps. Small product teams pay per repo.First flagged 2026-10-20
- PRD Trace: requirement-by-requirement evidence for agent-written fintech changesLinks each spec requirement to the code and tests an agent shipped, as change-control evidence; fintech engineering leads pay.First flagged 2026-10-20
- Source Quorum: provenance and corroboration checks for news-reading trading agentsAPI that scores a headline's origin and corroboration before an LLM trading agent trades; AI trading-tool vendors pay.First flagged 2026-10-20
- Two-Source Rule: a news feed that holds single-source headlines before your trading agent actsA corroboration layer between news feeds and LLM trading bots. Indie algo traders and small crypto funds pay.First flagged 2026-10-20
- Key Tokens: capped, revocable stand-ins for the LLM keys your coding agent holdsA local proxy that gives each tool its own capped key with a kill switch. Developers and small teams pay monthly.First flagged 2026-10-18
- Bulk Pass: batch extraction over CSVs on the new fast, cheap modelsA CLI that tests a sample, picks the cheapest model that passes, then runs your whole file. Data-heavy small teams pay.First flagged 2026-10-17
- Diffusion and Chinese flash models squeeze the small-model tier, and the DeepSeek ban splits buyers by originFast, cheap models for routine agent work. Inference platforms and regulated buyers pay, sorted by where the model came from.First flagged 2026-10-17
- Origin Check, now with a federal DeepSeek ban: model-origin scans for government vendorsFinds Chinese-developed models in code, gateways and laptops and produces attestations; fintechs selling to government pay.First flagged 2026-10-13
- Amazon opens PyTorch on Trainium, and CUDA's moat is attacked at the framework layerRunning PyTorch code unchanged on non-Nvidia chips, paid for by hyperscalers and model labs buying cheaper compute.First flagged 2026-10-12
- Port Desk: VB6 and Access ports for small businesses, now that OpenAI claims a legacy-language leapAgent-assisted rewrites of a small firm's VB6 or Access app as a web app. Owners pay a fixed price per port.First flagged 2026-10-11
- Microsoft calls agents insider threats and bundles the controls into E7Monitoring, blocking and decoy detection for internal AI agents, paid for by CISOs, now folded into Microsoft's top licence.First flagged 2026-10-09
- The neocloud shakeout sorts survivors by who holds a lab contractGPU clouds are being repriced, and frontier-lab offtake is now the credit that decides which ones get financed.First flagged 2026-10-09
- Agent Break Lab: hands-on attack exercises for people moving into AI securityBrowser labs where security people hijack and defend agents, MCP servers and poisoned repos. Individuals pay monthly.First flagged 2026-10-19
- Gateway Scorecard: independent MCP gateway testing for bank procurementRuns capability and security tests on MCP gateways against a bank's own tools. Bank AI platform teams pay.First flagged 2026-10-19
- German courts treat AI answers as Google's own speech, putting a price on answer liabilityMonitoring, evidence capture and correction for false AI search answers about people. Professionals, their insurers and law firms pay.First flagged 2026-10-19
- Google open-sources self-tuning agent harnesses, and the app layer's hand-built moat thinsAgents that rewrite their own prompts, tools and memory for each task. Durable value moves to whoever owns the grader and replay data.First flagged 2026-10-19
- Proof that a human stands behind an agent becomes a banking productCredentials binding each agent to one verified person. Banks, merchants and contact centers pay to separate delegated agents from bot floods.First flagged 2026-10-19
- Retest Audit: does your AI adviser's allocation swing when the risk answer wobbles?Stability audits of LLM financial advice under realistic risk-answer noise. Robo-advisers and wealth platforms pay per audit.First flagged 2026-10-19
- Share Sheet: stablecoin issuer economics model for the fintechs holding the floatModels what each stablecoin issuer would pay a distributor and what switching costs. Wallets and neobanks pay.First flagged 2026-10-19
- Stablecoins earn on velocity, not float, and issuer economics tilt to distributorsThe value in stablecoins shifts from issuers earning interest on reserves to whoever runs the payment flow, so processors and distributors take a bigger cut.First flagged 2026-10-19
- Token Watch: find where your company's stock is being tokenised without youMonitors chains and venues for tokens claiming to represent an issuer's shares. Corporate secretaries and transfer agents pay.First flagged 2026-10-19
- Tool Index: one local MCP server that gives an agent hundreds of tools through threeAn open-source gateway with three tools (search, describe, call) over all your MCP servers. Power users and small teams pay for synced configs.First flagged 2026-10-19
- Trace Desk: agent fund tracing where every hop comes with onchain proofAgents trace stolen or laundered crypto and attach a verifiable proof to each hop. Exchange compliance teams pay.First flagged 2026-10-19
- Trail Report: a verifiable stolen-funds trace for small crypto theft victimsAn agent traces stolen funds to exchange deposit addresses and writes a hop-by-hop report for police and exchanges. Victims and small DAOs pay per report.First flagged 2026-10-19
- Vault Sheet: standard risk reports for onchain lending vaultsDaily exposure and exit-liquidity sheets for crypto lending vaults. Fintechs routing user yield into vaults pay.First flagged 2026-10-19
- Agent Flood Filter: a refund experiment shows what is coming to small-business inboxesAn inbox add-on that flags complaints written by AI agents, merges repeats and caps replies. Small businesses with support inboxes pay.First flagged 2026-10-18
- Harness Tune: AGENTS.md edits proposed by Harness2, kept only if replays improveA CLI that reads failed coding-agent sessions, suggests instruction edits, replays them and keeps only the edits that win. Developers pay.First flagged 2026-10-18
- Stablecoin payments grow 45% on flat supply, and issuer economics get squeezedThe same digital dollars move faster. Card networks and distributors take the fees while issuers fight over how reserve income is split.First flagged 2026-10-16
- Agent Order Guard: tag agent orders and keep proof a human authorised themStore app that flags agent-placed orders, records human-backing proof, and builds dispute files. Mid-market online retailers pay monthly.First flagged 2026-10-14
- Agent-hours outnumber human hours at Anthropic, and entry-level delivery labour is cut firstAgents take over junior technical work. IT services firms that bill by headcount lose; tools that run and meter agent work gain.First flagged 2026-10-11
- Agent Chargeback Kit for Stripe: dispute packets for purchases agents make through LinkA Stripe App that flags agent checkouts, stores proof the customer authorized them and drafts dispute replies. Small online retailers pay.First flagged 2026-10-10
- Name Watch: what AI answers say about a named doctor, lawyer or shop, captured as evidenceMonitors Google AI Overviews and chatbot answers for false claims about a named professional. German practices pay monthly.First flagged 2026-10-10
- Stripe Link becomes the default checkout for agents, with the first hard volume dataCheckout, authorization and dispute tooling for purchases AI agents make. Merchants and assistant makers pay per transaction.First flagged 2026-10-10
- MCP gateways become the agent control point, and now there is a benchmark to compare themMiddleware between agents and tools that picks the right tool, enforces policy and logs every call. Enterprise security teams pay.First flagged 2026-10-07
- Logic Links: live feed of mispriced related contracts across prediction marketsAPI listing logically linked prediction-market contracts and live constraint breaks. Market makers and quant traders pay.First flagged 2026-10-07
- Complaint Flood Gate: dedupe and route agent-sent complaints at fintechsGroups repeat and agent-written complaints into single cases while keeping the regulator's deadline. Fintech complaint teams pay.First flagged 2026-10-18
- Consumer agents start haggling, and complaint desks need agents that answer backBusiness-side agents that triage, negotiate with and rate-limit consumer agents filing complaints and refund claims. Contact centers pay.First flagged 2026-10-18
- Key Census: find, cap and rotate the LLM keys your agent tools holdA CLI that lists every LLM API key held by your coding-agent tools and swaps them for capped proxy keys. Developers pay.First flagged 2026-10-18
- Labs bundle web search for agents, and standalone search APIs lose pricing powerModel labs now sell search and fetch alongside tokens. Agent builders pay less, and independent search-API vendors get squeezed.First flagged 2026-10-18
- Like Audit: spot farmed likes on Hugging Face models before you trust a trending repoA browser extension and API that score whether a model's likes come from real accounts. ML engineers pay.First flagged 2026-10-18
- Search Shim: a drop-in search-and-fetch tool over DeepSeek's $0.75 API, with fallbackAn open-source MCP server and hosted router that defaults agent web search to DeepSeek's cheap API. Indie agent builders pay.First flagged 2026-10-18
- The FTC probe puts a price on rogue-agent liabilityForensics and insurance cover for harm caused by autonomous agents. Insurers, labs and the enterprises deploying agents would pay.First flagged 2026-10-17
- Card-to-Chain Recon, now multi-currency and open to every Marqeta customerMatches stablecoin card authorisations, onchain settlement and FX legs. Card programs launching on Marqeta and Stripe pay.First flagged 2026-10-17
- Stable Invoice: close the 88%-versus-27% gap in SME stablecoin collectionsNon-custodial USDC pay links on invoices that reconcile into Xero or QuickBooks. Small exporters and agencies pay monthly.First flagged 2026-10-17
- Prefund Split: USDC-versus-fiat prefunding plans for Visa Direct payout firmsDaily plan for how much of each corridor's prefund to hold in USDC versus fiat. Payout and remittance treasuries pay.First flagged 2026-10-16
- Agents that run inside the user's own browser get past bot walls, and sites start asking agents to identify themselvesTools that spot and set rules for agents acting inside a real user's logged-in browser. Banks and retailers pay.First flagged 2026-10-16
- Frontier MoE models stream experts from NVMe, adding pressure on HBMInference that pulls only the experts each token needs from DRAM and flash. Cost-sensitive operators running their own hardware pay.First flagged 2026-10-13
- Rig Fit, now for expert streaming: size RAM and NVMe, not just VRAMA calculator and shared benchmark list that predicts tok/s for MoE models spread across VRAM, RAM and NVMe. Local-LLM buyers pay.First flagged 2026-10-11
- Coding platforms swap default models, and lab revenue looks rentableData on how much frontier-lab revenue comes through app platforms that can change default models overnight. IPO investors would pay.First flagged 2026-10-11
- Barge Test: interruption and disclosure testing for AI debt-collection callsSimulated borrowers who talk over, dispute and say 'stop' to AI collection voice agents. Collection agencies and voice vendors pay.First flagged 2026-10-17
- Guard Polyglot: test whether your agent guard changes its verdict by languageA CLI that translates your guard test set and reports verdict flips by language. Teams shipping agents outside English pay.First flagged 2026-10-17
- Memory Write: a local memory server running a 3B-active writer modelAn open-source MCP memory server that uses Hy-Memory-30B-A3B for the write path. Developers pay for sync.First flagged 2026-10-17
- Origin Swap: move a Qwen or DeepSeek fine-tune onto US open weights and prove parityA CLI that re-runs your fine-tune on Nemotron, Muse or Beam and compares results on your evals. Startups selling to US buyers pay.First flagged 2026-10-17
- Policy Probe: multilingual policy audits for money-moving banking agentsReplays customer requests in Spanish and other languages to test whether banking agents follow fee, confirmation and privacy policy. Banks pay.First flagged 2026-10-17
- Proved Borrowing Base: zero-knowledge checks of fintech loan-tape reportsFintech borrowers prove their borrowing-base calculations ran on the real loan tape, without revealing borrower data. Warehouse lenders pay.First flagged 2026-10-17
- Rate Shop Radar: measure how much deposit is moving because of AI agentsSizes deposit outflows driven by agents rate-shopping, using a bank's own transfer and session data. Regional bank treasurers pay.First flagged 2026-10-17
- Scope Interview: an agent that runs client discovery for freelance developersA client-facing intake agent that probes for unstated constraints and writes a spec a coding agent can execute. Freelancers pay monthly.First flagged 2026-10-17
- Turn Kit: drop-in full-duplex turn-taking for open-source voice agentsA plugin that runs Tyger's answer/stop/chime-in model inside voice-agent frameworks. Indie voice-agent builders pay for the hosted version.First flagged 2026-10-17
- Escalate Only When Lost: small-model drafts with frontier checks for back-office agentsA local 24GB model drafts tool-call trajectories and a frontier model checks them only at risky points. Fintech ops teams pay.First flagged 2026-10-16
- China's export rule hands the open-weight enterprise market to US labsRegulated enterprises standardise on US open-weight models they host themselves. Revenue comes from fine-tuning, serving and support contracts.First flagged 2026-10-10
- Fix Queue: dedupe, reproduce and rank AI-found bugs, now that Postgres slipped a releaseA GitHub app that clusters AI-reported bugs, reproduces each one and drafts a patch. Companies that depend on the project pay.First flagged 2026-10-09
- Corridor Check: fiat-versus-stablecoin payout pricing, now that the networks offer bothPooled settlement data comparing fiat and stablecoin payout routes, corridor by corridor. Cross-border payout firms pay.First flagged 2026-10-07
- Corporate card platforms become the policy layer for business agents' spendingSpend-management platforms with policy engines become the default wallet for agents spending company money.First flagged 2026-10-16
- Fetch Guard: strip prompt injection from headers and pages before your agent reads themDrop-in MCP fetch server and proxy that cleans web responses, headers included. Agent builders pay for the rules feed.First flagged 2026-10-16
- MCP Jail: confine local MCP servers to the files their tools declareOpen-source CLI that locks each local MCP server to declared paths. Teams pay for shared policies and audit logs.First flagged 2026-10-16
- Meta and Apple make the Mac a home for open frontier weightsMuse Spark Open on Apple silicon and Nvidia's 4GB–24GB Nemotron models let Mac apps skip API bills.First flagged 2026-10-16
- Mule Harvest: scam-baiting agents that collect mule accounts for banksAI agents engage live scammers to collect the receiving accounts and wallets they use. Bank and credit union fraud teams pay.First flagged 2026-10-16
- Return Path: refunds, recalls and proof of receipt for stablecoin payoutsDispute, recall and proof-of-receipt workflow for stablecoin B2B payouts. Payout platforms on Mastercard-BVNK or Visa rails pay.First flagged 2026-10-16
- Review Bill: predict what an agent code review will cost before the PR landsGitHub Action that scores PR code health and estimates agent-review token spend for teams paying per token.First flagged 2026-10-16
- Runway Bands: probabilistic MRR forecasts from Stripe data already in your PostgresSelf-serve forecasting that reads synced Stripe tables and shows indie SaaS founders revenue ranges. $19–49 a month.First flagged 2026-10-16
- Shelf Shots: consistent product photos from ten reference images on an 8GB GPUProduct-photo generator for Etsy and Shopify sellers that keeps the item exact across scenes. Sellers pay per batch.First flagged 2026-10-16
- Wallet Fence: hard spend limits for agents that hold crypto keysA policy co-signer that blocks agent transfers outside allowed wallets, amounts and payees. Teams running payment or trading agents pay.First flagged 2026-10-16
- Zero-bill docs assistant: a 2B model running in the visitor's browserEmbeddable docs Q&A widget where inference runs on the reader's GPU via WebGPU. Maintainers pay nothing per question.First flagged 2026-10-16
- Owned clones of niche SaaS, tested by the people who use themOpen-source clone of one seat-priced niche tool with a hosted tier. Small teams pay a flat fee, not $40K.First flagged 2026-10-14
- Pre-IPO labs buy independent assurance with real access and publication rightsLabs facing IPOs, lawsuits and a White House review pay outside evaluators for deep access they cannot censor.First flagged 2026-10-13
- Break Investigator, now reading Stripe's real-time Postgres syncA reconciliation agent that compares live Stripe data in Postgres against bank feeds and the ledger. Controllers at Stripe-billed companies pay.First flagged 2026-10-07
- Agent access to bank accounts becomes a protocol fightStandards and gateways that decide which consumer agents can touch accounts. Banks and merchants pay.First flagged 2026-10-15
- Crypto exchanges buy bank charters as stablecoin growth stallsCrypto firms buying small licensed banks to offer deposits and lending, earning the spread from their own customers.First flagged 2026-10-15
- Minor Mode Check: kid-safety test runs for small consumer chatbot appsSelf-serve test suite that probes indie chatbot apps for minor-safety failures and produces dated reports. App makers pay.First flagged 2026-10-15
- Policy Check: automated credit-policy review of SME loan filesChecks each SME loan application against the lender's own credit policy and logs exceptions. Neobank credit teams pay.First flagged 2026-10-15
- Refusal Map: which models still do legitimate defensive security workOpen benchmark and routing proxy showing which models refuse real defender tasks. Pentesters and small MSSPs pay.First flagged 2026-10-15
- Scam Second Opinion: on-device check of suspicious chats and screenshotsBrowser extension and phone app that judge suspicious messages locally with small models. Worried families pay.First flagged 2026-10-15
- x402 Books: per-call revenue records for APIs paid in sub-10-cent stablecoin paymentsAccounting and analytics layer that turns thousands of tiny agent payments into books. Indie API sellers pay.First flagged 2026-10-15
- Nvidia ships its own 24GB models, and the local agent stack takes shapeSparse models that run agents on phones and 24GB cards. Device makers and privacy-bound enterprises pay.First flagged 2026-10-14
- Fix Desk: agent-written patches with change-control evidence for regional banksAgents draft and test patches for AI-found flaws in bank-owned code, packaged for change approval. Regional bank CISOs pay.First flagged 2026-10-14
- Skill Graph: catch attacks split across harmless-looking agent skillsScans the combination of installed agent skills for data flows across skills that add up to an attack. Fintech AppSec teams pay.First flagged 2026-10-14
- Statement Desk: local agent over your own bank exports, now that JPMorgan says noDesktop app plus MCP server that lets a local on-device model reason over your bank CSVs. Prosumers pay.First flagged 2026-10-14
- The patch bill arrives, and BoA's 1,000 contractors set the priceRemediation labour and auto-fix tooling for flaws found by AI scanners. Banks and large enterprises pay.First flagged 2026-10-14
- x402 Books: turn sub-cent agent payments into ledger entriesBooks x402 stablecoin micropayments as revenue in QuickBooks, Xero and NetSuite. Finance teams at API sellers pay.First flagged 2026-10-12
- Bill Replay, now with a harness swap: test Argon in your own agent loop before switchingReplays your real agent tasks across models and harness settings to report cost per completed task. Dev teams pay.First flagged 2026-10-09
- Defender-only cyber models fill the gap left by locked-down frontier labsSecurity models licensed by who the user is, not by what the prompt asks. Security teams and vendors pay.First flagged 2026-10-09
- Session Receipts: what your coding agent did but didn't tell youCLI that diffs an agent's final report against its full session log and flags hidden failures. Dev teams pay.First flagged 2026-10-09
- On-device coached-scam check inside the payment flowA small model on the phone, inside the bank app, flags coached payments before they send. Neobank fraud teams pay.First flagged 2026-10-07
- Agent Bond: escrowed performance bonds for B2B agent vendorsAgent vendors put money behind machine-checkable promises. Buyers are paid out from logs when the agent breaks one.First flagged 2026-10-14
- Agent-scale code volume breaks Git, and source control is up for grabsVersion control, merge queues and code review built for tens of thousands of agent commits a day. Engineering orgs pay.First flagged 2026-10-14
- Agent-to-agent B2B billing forms a category with a $20M seedAgents that negotiate invoices, settle payments and resolve billing disputes with the counterparty's agents. Finance teams pay.First flagged 2026-10-14
- Boundary Bench: test your coding-agent permissions against SWE-MISBEHAVIORCLI replaying boundary-violation scenarios against your Claude Code or Codex permission config. Teams pay for CI runs.First flagged 2026-10-14
- Contract Diff: behavioural tests for AI-written Solidity before deployCI that differential-tests AI-generated smart contracts against a reference before deployment. Stablecoin and tokenisation teams pay.First flagged 2026-10-14
- Patch Shortlist: per-client triage of record Patch Tuesdays for small MSPsWeb app ranking Microsoft's monthly patches against each client's software inventory. MSPs pay per managed tenant.First flagged 2026-10-14
- Self-spreading small models make consumer devices a containment marketNetwork-level detection and containment of AI models spreading across smart TVs, routers and IoT. ISPs and device makers pay.First flagged 2026-10-14
- Skill Recall: measure and fix skill-routing collapse as your agent's skill folder growsCLI that tests whether your agent loads the right skill as the library grows, plus a top-k pre-router. Developers pay for CI.First flagged 2026-10-14
- Table Read: directed multi-voice audiobook drafts for indie authorsWeb app turning a manuscript into a directed, multi-character audio performance. Indie authors pay per finished hour.First flagged 2026-10-14
- Skill Lock adds a decode scan for cipher-hidden instructions in agent skillsCI check that decodes encoded text in third-party agent skills and flags hidden instructions. Fintech AppSec teams pay.First flagged 2026-10-10
- Agent sandboxes commoditise, and the value moves to saved stateRuntimes that save, branch and restore an agent's workspace, paid for by teams running long coding and ops agents.First flagged 2026-10-13
- Bank examiners ask where the model came from, and model-origin audits formTools that inventory which base models sit inside a bank's own and vendor software, paid for by bank model-risk and third-party-risk teams.First flagged 2026-10-13
- Cold Room Check: exposed refrigeration controllers for small grocersWeb check and weekly monitor that flags internet-exposed refrigeration controllers. Refrigeration service contractors pay per site.First flagged 2026-10-13
- Dead-startup data becomes a liquidation asset for AI labsBrokering, cleaning and valuing code and data from wound-down startups, paid for by AI labs and by bankruptcy trustees.First flagged 2026-10-13
- Flush Runner: fork-and-flush restarts for coding agentsA wrapper for Claude Code and Codex that clears chat history, keeps workspace checkpoints and branches retries. Heavy agent users pay.First flagged 2026-10-13
- Grocery refrigeration controllers become a security buying categorySecurity for refrigeration and building controllers in retail, paid for by grocers and their insurers after physical-damage attacks.First flagged 2026-10-13
- Hardware-wallet supply chain breaks, and bitcoin custody drifts to ETFsDevice authenticity checks and custody migration for crypto holders who no longer trust self-custody hardware.First flagged 2026-10-13
- Install Gate: hold fresh npm versions after the Zod scareA CLI and GitHub App that holds back newly published package versions before agents or CI install them. Small dev teams pay.First flagged 2026-10-13
- Ledger implant pushes bitcoin holders from self-custody toward ETFsA hardware-wallet supply-chain theft is shifting holders toward ETFs, treasury companies and custodians. Exchanges and fund issuers gain.First flagged 2026-10-13
- Model Origin Scan: find Chinese-developed models in a fintech's stackOpen-source scanner that lists every model, weight file and AI endpoint in a codebase, with lineage and origin. Fintechs pay.First flagged 2026-10-13
- Wind-Down Data Desk: clean, license and sell a dead fintech's data to AI labsTurns a closing startup's code and data into a compliant training-data sale. Wind-down firms and trustees pay.First flagged 2026-10-13
- Wind-Down Data Room: package a dead startup's code for AI-lab buyersSelf-serve tool that scrubs secrets and PII, inventories a closing startup's code and data, and drafts a sale listing. Founders pay.First flagged 2026-10-13
- Agent Toll: x402 paywall plugin for WordPress, now that PHP middleware existsA WordPress plugin that charges AI agents stablecoin micropayments per page or API call. Publishers and small API owners pay.First flagged 2026-10-12
- Install Gate, now with a census of coding-agent daemons on fintech laptopsHolds fresh package versions and lists every self-updating AI coding agent on dev machines. Fintech security teams pay.First flagged 2026-10-12
- Signer Census: device provenance and key-rotation plans for crypto treasuriesLists every signing device and key a treasury depends on, flags risky sources and plans key moves. Treasurers pay.First flagged 2026-10-08
- Mandate Verifier for issuer processors: was this agent allowed to spend?Checks at authorization that a paying agent holds a valid, user-signed spending permission. Issuer processors pay.First flagged 2026-10-08
- Cancel Check: recorded walk-through of your cancel flow under NYC's new ruleBrowser agent records signup and cancel flows side by side for subscription small businesses; $49 per check.First flagged 2026-10-12
- Cancel Proof: agent-run audits of subscription cancellation flowsBrowser agents sign up and cancel on a schedule, recording evidence of compliance; subscription merchants and billing platforms pay.First flagged 2026-10-12
- Haircut Engine: live haircuts and margin calls for bitcoin and stablecoin collateralRound-the-clock collateral valuation, depeg-aware haircuts and margin-call workflow for banks and brokers accepting crypto collateral.First flagged 2026-10-12
- Incident Desk: report-and-remediate records for AI agent incidentsTurns agent traces into incident records, remediation tasks and notification drafts; paid by AI vendors that sell to banks and fintechs.First flagged 2026-10-12
- Mandatory AI incident reporting creates a disclosure and response categoryTools to detect, triage and file reports on AI agent incidents. Labs pay first, then enterprises running agents.First flagged 2026-10-12
- Open-vocabulary speech on $5 chips threatens cloud voice licensingOffline speech recognition for appliances and devices without cloud fees, paid for by hardware OEMs per unit.First flagged 2026-10-12
- Swarm Check: does your multi-agent setup beat one agent on your own tasks?Harness that replays your tasks through solo and team agent configs, reporting pass rate and spend; agent builders pay.First flagged 2026-10-12
- Tool Fuzz: argument fuzzing for MCP servers, built on the ToFu methodCLI and GitHub Action that attacks MCP tools with model-written arguments; server authors pay for private repos.First flagged 2026-10-12
- Tool Fuzz: CI security tests for MCP servers that move moneyGitHub Action that fuzzes agent tool endpoints with adversarial LLM arguments; fintechs publishing MCP servers or agent toolkits pay.First flagged 2026-10-12
- Workspace Sweep: scan what your agent will read, and what the last session left behindPre-session hook that flags planted instructions and tampered agent artifacts before coding agents read them; developers subscribe.First flagged 2026-10-12
- World-model labs become acquisition targets, and Decart sets the priceReal-time interactive world models for robotics, simulation and media, priced by big-tech acquirers.First flagged 2026-10-12
- Verification becomes the measurable bottleneck, from math proofs to office workChecking, refereeing and review-load measurement for AI output, paid for by research funders, journals and enterprise CFOs.First flagged 2026-10-11
- Egress Leash: deny-by-default network jail for agent sandboxes, now with escape logsOpen-source outbound proxy that blocks agent network escapes and logs them; agent startups pay for hosted logs.First flagged 2026-10-11
- Compact AML Validation: weighted test sets and rerun checks for LLM transaction monitoringBuilds small, statistically valid test sets and run-to-run flip rates for LLM AML triage; bank model-risk teams pay.First flagged 2026-10-11
- Proof Ledger: public review status for the AI proof floodOpen tracker of each AI-claimed proof, its human reviewers and Lean status; math foundations and sponsors pay.First flagged 2026-10-11
- Multi-agent swarms hit a cost wall, and token-cutting middleware formsGateways and audits that cut agent token spend, paid for by enterprises whose agent bills outrun the value delivered.First flagged 2026-10-09
- Clip Finder: local footage search for creators using EmbeddingGemma 2Desktop app that indexes a creator's raw footage locally and finds moments by description. Editors pay once.First flagged 2026-10-11
- Credit Card Competition Act returns with White House backingDual-network routing on bank credit cards would threaten network fees and help merchants and routing software vendors.First flagged 2026-10-11
- Mint Watch: independent supply checks for every asset an exchange listsRecalculates each listed chain's and token's total supply from on-chain data and alerts on coins that appear from nowhere. Exchanges and custodians pay.First flagged 2026-10-11
- Second Network: credit-card routing savings model for merchants if the CCCA passesEstimates what each merchant would save if big-bank credit cards had to carry two networks. Payment heads at mid-market merchants pay.First flagged 2026-10-11
- Stack Bill: spend and overlap tracker for people paying hundreds a month on AITracks every AI subscription and API account, shows cost per tool and overlap, suggests cuts. Heavy prosumers pay.First flagged 2026-10-11
- Agent Tripwire: approval gate for consumer agents driving your browserBrowser extension that holds agent submissions to government, police, banking and payment sites until you approve. Prosumers pay.First flagged 2026-10-10
- Microsoft enters decision models, and the category becomes a platform featureFast classify-and-route models are being bundled by hyperscalers, which squeezes independents while Jev shows real revenue.First flagged 2026-10-10
- Eval containment: sealed offline worlds and egress-audited sandboxesSealed test environments for agent evals, paid for by labs, third-party evaluators and enterprises testing agents.First flagged 2026-10-10
- Onchain Shares ledger: cost basis and dividend tracking for tokenized stocksRead-only tracker reconciling tokenized-stock positions, USDC dividends and cost basis on Base. Crypto-native investors pay.First flagged 2026-10-10
- Offline Bank Forms: replica sites and scoped keys for agent evals with the internet offOffline copies of bank and government web forms, plus budget-capped model keys, for agent test sandboxes. Eval teams and agent startups pay.First flagged 2026-10-09
- Agent skills need a package registry, and nobody runs one yetProvenance, versioning and security scanning for SKILL.md files that coding agents run with user permissions.First flagged 2026-10-10
- Decision Swap: codemod and router that moves classify-style LLM calls to decision modelsCLI that finds yes/no and pick-one LLM calls in your code and reroutes them to cheaper decision APIs; dev teams pay.First flagged 2026-10-10
- Deno Exit: migration kit for teams stranded by the Cloudflare dealAudit CLI and codemods that move Deno apps to Node, Bun or self-hosted workerd; teams with Deno in production pay.First flagged 2026-10-10
- Invoice Sense: does this invoice fit this business, checked on every paymentFlags invoices whose goods, prices or routes don't fit the payer's business. FCA-registered EMIs and payment fintechs pay.First flagged 2026-10-10
- Schema Lint: catch the structure tax in JSON-mode promptsLinter and A/B harness that reorders output schemas to reasoning-first and measures the accuracy gain; LLM app developers pay.First flagged 2026-10-10
- Skill Ledger: provenance and fix tracking for agent skills in your reposInventories every SKILL.md in a company's repos, traces where it was copied from, and flags missed fixes. AppSec teams pay.First flagged 2026-10-10
- Snapshot Worlds for the web: offline site and form replicas for agent evalsRecord-replay proxy that serves realistic websites offline and captures every submission; agent builders and eval teams pay.First flagged 2026-10-10
- Token-to-Share Reconciler for tokenized US equitiesIndependent daily checks that tokenized stocks are fully backed and pass dividends and splits through. Exchanges and issuers pay.First flagged 2026-10-10
- Weights Witness: proof your inference provider serves the model you validatedStatistically checks that a hosted open-weight endpoint is the exact model risk teams approved. Bank model-risk teams pay.First flagged 2026-10-10
- Activation monitors move from research to a product you can buyProbes that read a model's internal activations to flag sabotage and deception, bought by anyone self-hosting agent models.First flagged 2026-10-09
- Agent blast-radius scanner for cloud-hosted fintech agentsLists every credential, metadata endpoint, peer agent and workplace identity each deployed agent can reach, then shows which public agent could take over the rest.First flagged 2026-10-09
- Feature Forge: turning unstructured SMB data into validated credit featuresUses an LLM offline to write deterministic feature code from long text such as shipment notes, broker emails and statements, so credit models can use those signals without calling an LLM at decision time.First flagged 2026-10-09
- Generated interfaces threaten BI and dashboard incumbentsGPT-6's Intelligent UI and Claude Dashboards build live, interactive views from a prompt, which pushes BI value toward governed data and metric definitions.First flagged 2026-10-09
- Guardrail Fuzzer for typed decision modelsAn open-source red-team harness that tests whether your allow/deny decision-model guardrail can be pushed into failing open with one-word option and definition attacks.First flagged 2026-10-09
- Haiku-priced E2E testing for indie web appsPlain-English end-to-end tests run by a cheap computer-use model against your staging site on every deploy, which removes most of the work of writing Playwright tests.First flagged 2026-10-09
- Judge Flip Audit: reliability testing for LLM-as-judge setupsA CLI that reruns your eval judge across seeds, orderings, prompt formats and rule swaps, and tells you how often verdicts flip and whether the judge even reads your rubric.First flagged 2026-10-09
- MiCA stablecoin delisting evidence kitChecks every product surface of an EU crypto platform (spot, swap, earn, payouts) against the list of authorised stablecoins, converts customer balances held in unauthorised coins, and builds the evidence pack for regulators.First flagged 2026-10-09
- Model Swap Lab: cost-per-task re-validation for regulated AI workflowsWhen a cheaper model such as Haiku 5.5 ships, replays a fintech's real workloads on it and measures true cost per completed task, including tokenizer effects. The output is a model-change memo for risk sign-off.First flagged 2026-10-09
- Proving AI compliance verdicts actually follow the ruleAmex's $350M AML penalty and new evidence that LLM compliance verdicts barely change when the governing rule is deleted point to a validation category ahead of AI triage itself.First flagged 2026-10-09
- Resettable enterprise replicas for training and evaluating agentsTeams improving agents need realistic, stateful copies of business systems that reset after every run, and that supply is becoming a category of its own.First flagged 2026-10-09
- Rule Ablation Tester for LLM compliance systemsA test harness that deletes, swaps or negates the governing rule given to an LLM compliance check and confirms the verdict actually changes. The output is a validation report that independent reviewers can sign off.First flagged 2026-10-09
- T+1 fails predictor for EU and UK mid-tier brokersPredicts which trades will miss same-day allocation, confirmation or settlement instructions under T+1, and drafts the fix before the cut-off.First flagged 2026-10-09
- Agent flight recorder for lending agentsTamper-evident logs of what lending agents did, with cheap monitors that flag consequential decisions and link the evidence, formatted for bank model-risk reviewers, loan QC and independent reviewers.First flagged 2026-10-07
- Lookback Engine: AI re-review of historical transactions for AML remediationA cheap first-pass AI review of years of past transactions and closed alerts. It produces the case files and audit evidence that banks under AML enforcement must hand to regulators.First flagged 2026-10-07
- AI-adversary testing for fintech APIsContinuous agent-driven attack testing focused on fintech API weaknesses, such as one customer reaching another's account or payment records, using vetted access to less-restricted frontier models.First flagged 2026-10-08
- AI pipeline leakage audit for regulated dataScans a fintech's AI stack for leaks that teams treat as safe: router and gateway logs that reveal sensitive topics, and multi-vector document indexes that can be turned back into the original pages.First flagged 2026-10-08
- Fair Shake: matched-pair fairness testing for AI banking assistantsAutomated test personas that probe a bank's AI assistant or adviser for unequal pricing, offers or advice by wealth, age or location, then produce an evidence report regulators will accept.First flagged 2026-10-08
- Green-screen agents for credit union and mortgage back officesHaiku 5.5 computer-use agents that work old core-banking and loan-origination screens (the systems with no API) and check every action against what the screen shows afterwards.First flagged 2026-10-08
- MAS-ready AI pre-implementation review packA review workbench that turns a bank's planned AI project into the evidence package an independent reviewer needs: risk sizing, test results, agent action logs and sign-offs.First flagged 2026-10-08
- Shadow Tax: independent recalculation of customer capital-gains statementsA second, independent calculation of UK capital gains (share pooling, same-day and 30-day matching rules) that compares the result to a platform's customer tax reports before they go out.First flagged 2026-10-08
- Double-pledge detection for invoice finance using on-prem multimodal embeddingsCatches the same invoice, or a lightly altered copy, being financed twice across a lender's portfolio, without sending documents to a third-party cloud.First flagged 2026-10-07
- EU AI Act Article 50 Provenance Compliance KitWatermarking, metadata and an audit-evidence pack so that smaller generative-AI providers and fintechs can show Article 50 compliance for text output.First flagged 2026-10-07
- Ledger Proof: role-aware citation checking for AI-written financial documentsChecks that every number in an AI-written client letter or research note cites the right line, period and metric, not just a matching value.First flagged 2026-10-07
- Secure Pay Capture for voice and chat agentsLets any AI voice or chat agent take a card or bank payment without card data ever reaching the model, transcripts or the merchant's servers.First flagged 2026-10-07