Index of 17 independent AI products built by Kaushal Khodifad across 9 domains: Healthcare & life sciences, Banking & payments, Insurance & lending, Finance & accounting, Retail & commerce, Industrial & infrastructure, Agriculture & food, Sales, marketing & service and AI platform & compliance. Start with Arbiter, Arintra and Finance Copilot. Each product takes one regulated workflow and puts its control in code you can inspect: deterministic engines make or check the decision, models assist, and decisions leave a trace. 16 of them call a live AI model. Where a product names a real company, it is not affiliated with that company; the data is public or synthetic, and none of it is client work.
Regulated AI rarely fails at the model. It fails at the control. Each product here takes one regulated workflow, from card-data access and credit decisions to medical coding and patient consent, and puts the control in code you can inspect: deterministic engines decide, models assist, and every step leaves a trace.
Independent products by Kaushal Khodifad. Real company names anchor the domain; the data is public or synthetic, and none of it is client work.
17 products9 domains16 with live AI
Different problems, different proof. Each one runs in the browser.
Governed credit decisionsInsurance & lending
A commercial credit decision where the model quotes every fact and deterministic code computes and gates it. Load an injection attack, or change a policy threshold, and watch the test suite answer.
Grounded clinical codingHealthcare & life sciences
A clinical note becomes ICD-10-CM and CPT codes, each checked against the full CMS reference tables before the claim routes to auto-bill or to a human coder.
Gated finance answersFinance & accounting
A copilot for the CFO's office: a deterministic engine computes runway, burn and AR, the model only narrates, and a numeric gate strips any figure the engine did not produce.
Showing all 17 products.
Insurance & lendingFlagship
Credit decisions that are computed, gated and replayable: a model reads the file and quotes every fact, deterministic code computes the ratios and makes the call.
Healthcare & life sciencesFlagship
Autonomous medical coding AI for healthcare RCM - CDI → coding → billing → denials, grounded in CMS NCCI/MUE rules.
Finance & accountingFlagship
Runway, burn, AR, revenue vs plan and spend across six finance systems. Every figure computed, bound to its period and sources, or refused with a reason.
AI platform & compliance
Contract obligations your systems can act on, each tied to the sentence that states it.
AI platform & compliance
Every AI agent action policy-checked, ledgered and human-approvable: a working control plane for regulated enterprises.
Retail & commerce
AI recovery agents bill per recovered order. Relay Recover proves which ones you caused, and stops the contacts you should not make.
Banking & payments
Card disputes resolved inside the policy your CRO sets: network-correct Visa and Mastercard filing, Reg E and Reg Z clocks, denials never automated, a sealed record per case.
Industrial & infrastructure
Ask a factory camera a question in plain language. A deterministic evidence gate holds any answer that cites nothing, invents a hazard or contradicts what is known, before a safety team acts on it.
Banking & payments
Give a co-brand partner program insight in days, without one cardholder row leaving the bank.
Banking & payments
Recover the declined card payments that Visa and Mastercard rules allow, and prove the lift with a holdout.
Insurance & lending
Every driver decision, reconstructable to the violation, the rule and the rulebook version.
Healthcare & life sciences
Watch a full AI-moderated oncologist interview in about a minute. Code decides what to ask and checks every question before it is sent, adverse events are caught against EPHMRA criteria and put on a one-business-day clock for human review, and every finding cites a transcript turn that is verified to exist.
Sales, marketing & service
An AI agent that can move money and prove every decision: the model talks to the customer, a deterministic policy gateway decides, and every action lands in a tamper-evident ledger.
Sales, marketing & service
Turn heat, rain, a cricket win or a bad-air day into ad decisions a brand can defend: AI drafts the rules, a named person approves each one, a deterministic engine decides, and every decision is on a tamper-evident record.
Finance & accounting
Every rupee of input tax credit you are owed, reconciled and defended.
Agriculture & food
Settlement-grade acreage for contract farming: the six field visits already made, reconciled into one plot area with a stated error band, from ±12.6% to ±2.2% on a half-acre plot, offline and with no external GPS.
Healthcare & life sciences
Signed, independently verifiable patient consent, withdrawal that reaches every processor, and a four-clock breach command for Indian hospitals before DPDP enforcement on 13 May 2027.