Projects
/ Impact-driven launches
Content Studio
A scalable, auditable content platform that centralizes regulatory knowledge, automates repetitive work with safe ML, and publishes validated content to downstream systems via a reusable API layer.
Key Benefits
- Single source of truth — Canonical information model and centralized hub for all content.
- Faster, safer publishing — Structured authoring, integrated validation and release-readiness gates.
- Automate the busywork — Human-in-the-loop ML for extraction, tagging and rule suggestions.
For: Content researchers, tax & compliance teams, engineers, and audit/risk teams.
Rate Extraction AI
AI-assisted extraction of regulatory notices into verified, publish-ready Sales & Use tax rates — fast, auditable, and designed for human-in-the-loop verification.
Key Benefits
- Extract at speed — Convert complex notice tables into structured rate objects in seconds.
- Human-verified automation — Item-level confidence scores, thumbs-up/down resolution, and safe auto-resolve for high-confidence cases.
- Publish with confidence — Integrated testing, audit trails and API-first publishing to downstream systems.
For: Content researchers, tax & compliance teams, product engineers, and QA/governance teams.
Spam Classifier & LLM Judge
A high-precision spam classifier, phased onboarding and an LLM Judge — reducing visible noise by ~30-40% and giving researchers transparent filters and safe automation.
Key Benefits
- Cut noise — Automatically hide ~30-40% of irrelevant notices so researchers focus on high-value items.
- Control & discoverability — Double range slider and retention rules let teams view, recover or audit hidden items.
- Safe automation — Auto-complete unassigned 100% irrelevant items after 2 days; keep records for 30 days before clearance.
For: Content Researchers
Document Translation AI
One-click Gen-AI translation of regulatory documents inside the content platform — translates PDFs and other formats, highlights VAT-relevant sections, and persists translated artifacts for audit and reuse.
Key Benefits
- Preserve context & scale — Translate documents of any length with chunking and markdown fallbacks.
- Integrated & persistent — Translations attach to findings, persist across users, and are downloadable.
- Actionable output — Automatic highlights and interactive queries surface VAT-relevant changes for quick review.
For: International VAT researchers, EMEA returns teams, and compliance analysts.
Content Studio Copilot
An intelligent assistant built into Content Studio that converts natural language into complex system actions — find jurisdictions, pre-fill forms, draft research notes and catch mistakes — all from a single conversational workspace.
Key Benefits
- Find faster — Natural-language filters and deep links cut time-to-locate by ~40%.
- Work smarter — Smart pre-fill and draft creation reduce repetitive entry and form errors.
- Stay safe — Impact analysis, duplicate detection and human approval gates prevent compliance gaps.
For: Content researchers, tax & compliance teams, product engineers, and managers who need fast, accurate access and safer content curation.
Court Direct Platform
Owned Court Direct™ fulfillment platform at Sterling Check. Achieved $2M+ in annual cost savings through automated content sourcing.