Purpose-built AI products for high-frequency operations — tax intelligence and healthcare revenue. Deployable without heavy IT lift, designed for the team that actually does the work.
General-purpose AI ends at the demo. The next step — fitting it to a specific industry, a specific regulation, a specific way the work actually gets done — is where most platforms quit.
scioworks products start where the workflow lives. Tax filings, claim denials, compliance reports — designed against the real operational shape of the work, not retrofitted onto it.
Built on the onescio platform. Productized for the people who run the operation.
Three products in active deployment — proscio for tax intelligence and audit automation, revscio for healthcare revenue cycle, and marscio for SMB marketing automation. Each one reasons across your real documents, rules, and queues.
W-2s, 1099s, K-1s, brokerage statements, prior-year filings — read, linked, and reconciled, with missing forms surfaced before a human has to chase them.
Tax code is a graph of conditional rules. proscio reasons across them with state-by-state nuance, applies the right exemption tree, and flags positions for human review with citations attached.
Every form line, deduction, and flag carries full lineage — which document, which rule, which model, which reviewer. When the notice lands, the defense pack is already assembled.
revscio reads the clinical note, the payer policy, and coverage history — then predicts denial before the claim leaves the building, with the likely reason and the documentation gap.
Agents read the denial reason, pull supporting evidence, draft the appeal with the right CPT logic, and route it to the right reviewer. Your team triages and signs off — the work happens overnight.
The 90-day bucket is where revenue dies. revscio prioritizes the queue by recovery probability × dollar value, drafts the next-best action, and moves the metric that matters: DSO.
marscio tracks visitor behavior, engagement patterns, and conversion funnels across your website — then surfaces actionable insights to optimize content and user experience for SMB growth.
marscio generates blog posts, social media content, and landing page copy tailored to your audience — then auto-publishes to your website and social channels with optimal timing and messaging.
Changes sync automatically. Update once, marscio distributes across website, social profiles, email lists, and ad platforms — keeping your brand presence consistent and current without manual republishing.
scioworks doesn't sell software seats — it sells the work. Here's the structural edge behind that, and why it compounds with every model release.
You don't buy seats and hope your team uses them — you buy the outcome: the return filed, the denial overturned. The work budget dwarfs the tool budget, and scioworks captures it from day one.
Most AI just hands a professional a faster keyboard. scioworks does the task end-to-end, with your team on review and sign-off. The outcome is the product — not a productivity boost.
These workflows are already outsourced. We slot into an existing budget line and substitute cleanly — no headcount fight, no change-management saga, no waiting on IT.
Tax code and medical coding are complex, but they're rules — the high-intelligence work AI now does autonomously. We start there, where ROI is immediate, and leave judgement to your experts.
Every jurisdiction taxscio handles and every payer revscio learns deepens an edge competitors can't copy. Today's judgement becomes tomorrow's intelligence — and the moat widens over time.
Sell a tool and you race the next model. Sell the work and every model improvement makes the service faster, cheaper, and harder to beat. The frontier is a tailwind, not a threat.
Products designed against the real operational shape of the work — governed, traceable, and deployable without a heavy IT lift.
Starts where the work lives — tax filings, claim denials, compliance reports — not retrofitted onto a generic chatbot.
0 retrofitEvery extraction, rule, and decision grounded in its source — defensible to a CFO, an auditor, or a board.
100% lineageFrom individual return prep to a live agent on your systems — scoped to the smallest version that creates value.
2 wk to prodLower first-pass denials, recover aged AR, and shrink document prep — value that shows up in the financials, not a dashboard.
$2.4M / facilityOrchestration, governance, and grounding underneath — the runtime that runs governed AI in production.
governed runtimeProducts shaped by people who knew the workflow at 3am — domain-first, then engineered into something customers can buy.
domain-firstCo-build the next vertical AI product on the onescio platform — and own equity in what you help create. proscio, revscio, and marscio started with operators who knew the workflow better than any AI engineer could. The next one is the same.
The 15 years of operator knowledge — what breaks, what scales, what the workflow actually looks like at 3am. The customers who'll tell us the truth in week two.
onescio underneath — orchestration, governance, grounding. The AI engineering, eval frameworks, and production infrastructure that turn a domain insight into a product customers can buy.
Equity in the product, revenue share on what it sells, and a co-build agreement that names the domain partner on the masthead. Not a vendor relationship — a venture.
proscio, revscio, and marscio are in active deployment with select partners. Tell us about your operation and we'll route you to the right product team within 24 hours.