path A · operational-pain ingest

Search smart enough to skip the taxonomy.

Paste your pain. We map it to outcomes, score it against our full verified registry across 36 sectors, and return a ranked bundle with cited anchors and an ROI rollup. The graph thinks. The model explains. Your MCP runs.

AI-grounded matchingcited regulatory anchorsROI rollupMCP-only delivery

Sectors covered

verified registry

Gauntlet gates

every match passes

<2s

Median match

AI-grounded · not lexical

MCP

Delivery only

no data egress

paste your pain

FDA 483? SOC 2 finding? SOP? Ticket?

Paste it. We return a ranked Skilski bundle (primary + optional + alternates) with cited regulatory anchors and the ROI rollup. Text is redacted before any model call; injection patterns are stripped.

0/16,000

how it works

· Pre-scan strips prompt-injection patterns + caps size at 16K chars.
· Lexical pass over slug + bottleneck + sector aliases.
· Outcome match against 29 curated buyer-pain bundles.
· AI synthesis (Anthropic, cheap tier) grounded against the catalog only.
· Graceful fallback when no API key — pure lexical with the same response shape.

what to paste

Real findings, not curated demos.

Examples to anchor the format. Paste your actual findings — we handle redaction client-side, and nothing leaves your browser until you submit.

FDA 21 CFR 211

Form 483 inspectional observation

The firm has not established adequate written procedures for the cleaning and maintenance of equipment used in the manufacture of a drug product...

SOC 2 type II

CC6.1 control gap finding

The entity does not implement logical access security software, infrastructure, and architectures over protected information assets to protect them from security events...

ISO 13485 §7.5

Production controls audit note

Records of monitoring and measurement activities are inconsistent and traceability of finished medical-device lots back to component lots cannot be reliably reconstructed...

how it works

Three steps. No taxonomy training required.

step 01

paste any pain

A finding, a ticket, a half-written SOP, an inspection note. Plain text. We do the parsing.

step 02

graph thinks · model explains

AI-grounded match against the verified registry. Sector, persona, problem-class extracted. Lexical fallback if AI is unavailable.

step 03

ranked bundle returns

Primary / optional / alternates lanes, with regulatory anchors cited and an ROI rollup tied to the inputs.

not what you needed?

If no skill in the registry hits your finding cleanly, we will custom-build one to the same 7-gate verification standard in 7–14 days. Talk to the founder, not a sales rep.

book architect session request custom skilski →