Kcalbin LLC builds decision intelligence for people who act on labor-market and patent risk: county-level workforce displacement scoring, WARN layoff intelligence, adversarial patent-infringement evidence, and a portfolio of machine-callable data agents.
Using Claude or another MCP client? All three data products are
callable directly from your assistant â connect to product.kcalbinmcp.uk/mcp and
query them free, no account, before buying anything.
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Every product below is listed with its real price and a working path to buy or to reach a person. Where something is built but not yet purchasable, this page says so rather than pretending otherwise.
Seven product lines. Prices are the live, configured prices â not estimates.
County-level workforce displacement signals â WARN filings, bankruptcy court data and BLS forecasts â delivered into Claude and other AI assistants over MCP, or called directly as an API.
Starter · Professional $999/mo · Enterprise $2,999/mo
The scoring layer on top of public WARN layoff filings: which filing matters, how its county ranks against every other live filing, and why â for employment attorneys and workforce agencies.
or $299/mo for every CRITICAL and HIGH filing as it is scored
Multi-state earned wage access regulatory tracking. Nine states have enacted EWA law and of our 122 confirmed bills, 110 are not yet enacted across 28 more states, 35 with action in the last twelve months â EWA Watch tracks which is which, what each bill says, and links every item to the legislature's own bill page.
up to 5 states · all 50 states $999/mo
Admit-until-date tracking for F-1 and J-1 populations. Duration of Status ended for F, J and I admissions on 15 September 2026 under DHS final rule 2026-14439, and two further DHS proposals are open for comment until 9 and 10 November 2026.
Not available to purchase. The dashboard is a working demo over simulated people.
A source-cited tracker of state AI-in-insurance regulation: NAIC AI Model Bulletin adoption (26 jurisdictions), Colorado SB21-169 and its DOI regulations, and each state's status with an official source link and a last-verified date.
email capture · not legal advice
Every US state and DC, checked against the state's own legislature or code: what each has actually enacted on AI, in plain language, with an official source link. 46 of 51 have AI law in force — and about twenty widely-cited "AI laws" never actually passed.
email capture · not legal advice
Verify and monitor California contractor licenses against the CSLB public database — current status, classifications, bond, workers' comp and expiration for every license you name, refreshed continuously so a lapse or suspension never slips past you. California only.
up to 10 licenses · up to 100 licenses $129/mo
Somebody on your team can point an AI SDK at a cheaper endpoint by changing one line. If that endpoint belongs to a reseller, every prompt, tool call and piece of code in context passes through them. We scan your repositories, environment files and CI configuration and tell you every place your LLM traffic is pointed somewhere that is not your provider.
or $1,490/year for continuous monitoring
Give it a URL; it opens the page in a real browser, lets the JavaScript run, and returns the title, the visible text and every link. For pages a plain HTTP fetch comes back from almost empty — which is most of them now.
500 renders/day · Pro 2,500/day $129/mo
Expected annual deaths for all 3,144 US counties, projected year by year to 2040 from Census population projections and age-specific mortality. Delivered into Claude and other AI assistants over MCP, or called directly as an API.
County Report · Professional $2,250/yr · Supplier $5,000/yr · up to Enterprise $27,500/yr
Adversarial patent-infringement evidence analysis. A prosecution brief and a defense brief are argued independently, then a neutral judge returns an honest verdict with element-by-element analysis and openable cited sources. Serves either side.
Machine-callable at kcalbin.com/a2a/patent-sentinel
21 single-purpose data agents on the Virtuals ACP marketplace â recalls, trade, elections, compute pricing, export-control screening, transit, quakes and more. Priced per query, with 30-day subscriptions.
30-day subscriptions from 12 USDC
Two things, consistently.
WARN filings and USPTO records are free public data. What Kcalbin sells is the analysis layer on top: which signal ranks where, against what, and why. Raw filings are commoditised â the scoring is not.
The patent evidence service returns NOT SUPPORTED and INCONCLUSIVE as first-class results, and a similarity score is never treated as proof of claim practice. A tool that only ever agrees with the person paying for it is worth nothing.
The stack behind Kcalbin's own twenty data agents â build, ACP registration and verification, real Stripe checkout, and managed hosting â offered as a service. Flat build pricing from $6,000 plus monthly hosting. No revenue share.
Agent build & operate — pricing See the agents we runEnterprise coverage, API keys, and anything that doesn't fit a checkout button.
Contact Kcalbin