Release Notes
Introducing the new actAVA Workforce Agent Library for Human Resources
Healthcare has a workforce problem that no single recruitment campaign will fix. Nursing shortages are projected to reach 1.1 million by 2030, travel nurse premiums are running three to four times the cost of permanent staff, and replacing a single ICU nurse costs up to $88,000 when recruitment, agency costs, and productivity ramp are fully accounted for. The HR infrastructure supporting this workforce is still running manual processes at a scale they were never designed to handle. actAVA's HR/People Workflow Library introduces 59 purpose-built agents across 12 domains — from Talent Acquisition and Onboarding through Performance Management, Learning & Development, Compensation, Workforce Planning, DEI, and Offboarding (including healthcare-specific agents like the Clinical Workforce Intelligence Agent and Background Check & Credentialing) that no general-purpose HR platform provides.
By John Williams·13 min read
Release Notes
Introducing the new actAVA Workforce Agent Library for Sales & Marketing
Healthcare is one of the most complex B2B sales environments on earth. It involves buying committees that span clinical, operational, IT, and financial stakeholders; sales cycles that run six to twenty-four months; and prospects whose existing EHR, payer, and AI infrastructure determines what you can even propose. Generic CRM automation was not built for this. actAVA's Sales & Marketing Workflow Library introduces 22 purpose-built agents across six domains: Prospecting & Outreach, Account & Prospect Research, Lead & Account Scoring, Pipeline & Forecasting, Competitive Intelligence, and Sales Enablement & Knowledge. Each agent is designed for the depth of intelligence and account specificity that enterprise healthcare sales actually requires.
July 17, 2026·13 min read
Release Notes
actAVA launches CURA, a 1-T-parameter model built for the realities of enterprise healthcare.
Cura 1T is actAVA's healthcare-specialized language model: a 1-trillion-parameter model post-trained through recursive self-improvement for patient care, clinical reasoning, and agentic EHR workflows. It's the strongest model on 5 of 6 healthcare benchmark panels we ran, holds top-5 on every out-of-domain leaderboard we track, and runs at 5 to 20 times lower cost per output token than the frontier models it beats. Here's what it does, how we trained it, and how to start building on it.
July 13, 2026·4 min read
Release Notes
actAVA Platform Release Notes v6 (July 2026)
V6 turns KORA agents into a workforce that reaches members directly, improves itself under governance, and proves its value in dollars—a new collection of pre-built Sales & Marketing agents for our customers to use freely. Agents now text members over SMS, inbound and outbound, opt-out-aware, with human approvals routed to the channel reviewers already use. At the same time, a new Agent Self-Learning Loop (the GREEN layer) allows agents to propose their own configuration revisions and ship them only after an evaluation gate is passed. A rebuilt draft-and-released versioning model replaces Test/Prod badges with immutable versions, release notes, and per-step version pinning inside Agent Workspaces, and a single always-on Built-in Master Agent gives every user a master-first chat experience. For healthcare payers, providers, and life-science teams, V6 pairs new outbound reach with tighter governance, encrypted per-organization credentials, and business-event ROI reporting across the entire agent portfolio.
July 12, 2026·32 min read
Release Notes
Introducing the new actAVA Workforce Agent Library for Payor Operations
Health plans are running some of the most operationally complex organizations in healthcare — and doing it under the most demanding regulatory scrutiny in the industry's history. CMS-0057 FHIR prior authorization mandates, MHPAEA Non-Quantitative Treatment Limitation analyses, No Surprises Act network adequacy obligations, NCQA credentialing standards, and 834/270/271 eligibility workflows must all execute correctly, simultaneously, at the scale of millions of members and thousands of in-network providers. actAVA's Payer Operations Workflow Library introduces 10 purpose-built agents across six domains — Provider Network & Credentialing, Plan Configuration & Adjudication Rules, Member Operations, Utilization Management, Regulatory Compliance, and VBC Contract Design — each built for the compliance architecture that payer operations require and the audit trail that regulators demand.
July 10, 2026·10 min read
Release Notes
actAVA Platform Release Notes v5 (May 2026)
Release at a glance: 10 new deep Workforce Agents, 6 major new platform capabilities, 6 enterprise integration and governance upgrades, 19 Agent Studio and runtime improvements, 6 evaluation and synthesis enhancements, and 12 infrastructure, security, and accessibility advances. And we made the entire platform multi-language model-accessible. And we launched χ-Bench with 20+ hospitals, universities, and leaders from top AI companies. This is the world's first long-horizon healthcare benchmark for AI agents. The findings are astonishing: the best agent (e.g., Claude Code Opus 4.7) still struggles to automate healthcare workflows, such as end-to-end prior authorization. The best agent today resolves 28% of tasks; end-to-end prior-auth automation reduces the success rate to 0%.
May 28, 2026·24 min read
Release Notes
actAVA Platform Release Notes v4 (April 2026)
Release at a glance: 4 major new platform capabilities, 8 Agent Studio & runtime improvements, 6 enterprise integration expansions, 4 evaluation & synthesis upgrades, and 6 infrastructure & cost optimization advances — 28 total items across 5 categories. 100+ pre-built new agents.
April 6, 2026·13 min read
Release Notes
actAVA Platform Release Notes v3 (March 2026)
Release at a glance: 10 new platform features, 14 Agent Studio improvements, 3 runtime & chat UX upgrades, 7 evaluation enhancements, and 6 infrastructure & reliability improvements — 40 total items across 5 categories.
March 16, 2026·8 min read
Release Notes
actAVA Platform Release Notes v2 (March 2026)
The March '26 actAVA Release accelerates the journey to an Agentic Enterprise by connecting AI agents directly to the tools your teams already use — Google Workspace, Slack, and branded email — while giving administrators deeper visibility into agent costs and performance. This release also delivers polished document theming, an AI brand extractor, and critical reliability improvements that ensure agents perform flawlessly from demo to production.
March 3, 2026·6 min read
Release Notes
actAVA Platform Release Notes v1 (February 2026)
The February ’26 actAVA Release empowers organizations to advance toward becoming an Agentic Enterprise by seamlessly integrating AI agents with human expertise. This release equips every team with the insights, automation, and resources needed to confidently enhance customer experiences. It also helps administrators control the costs of their agentic solutions.
February 3, 2026·4 min read