Hi there,

The first half of 2026 focused on making your projects match how your teams actually work — and stand up to audit. Highlights below, grouped by product.

R&D Credit

R&D projects built for fast review — and audit

• Project names come straight from your Epics, so they read like the work your engineers actually did.
• Narratives (description, uncertainty, experimentation) upgraded for enterprise IRS audits — a 2× improvement in our internal audit-quality evals.
• Generated by upgraded self-hosted models: better quality, your data stays in our environment.

Supervisor & Creator R&D %

• Blends a supervisor's own R&D with their team's average and spreads it across the right projects — as a preview you approve before anything is applied.
• Optionally uses ticket creators to catch contributors who shape the work without being assigned tickets.
• → Learn more: Supervisor R&D Calculation

Payroll matching that catches everyone

• See your match rate at a glance and filter straight to unmatched people.
• Handles name variations and employees who moved or worked across multiple states; clearer, faster upload validation.

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