You can now programmatically submit feedback on Construe extraction results. You can use this API to report discrepancies, help improve model accuracy, and (coming soon) build eval workflows into your pipelines.

Our new /lang2fhir/document/multi endpoint extracts multiple FHIR resources from clinical documents in a single API call.

Upload a PDF discharge summary or clinical note image and get back a FHIR transaction Bundle with properly linked resources. No more multiple extraction calls or manual resource linking!

New enhanced_reasoning parameter on agent chat requests. When enabled, the agent adds an evaluation step after tool execution to assess whether the user's intent was fulfilled, needs more info, or encountered an error. This produces more reliable, self-correcting responses.

Agent interactions now support real-time streaming via Server-Sent Events (SSE)! Stream agent responses incrementally and get visibility into tool execution as it happens. Available on the API (/agent/stream-chat) and all SDKs.

Construe now includes a terminology server API for managing custom code systems. Use it to store and query proprietary medical terminologies alongside standard vocabularies like SNOMED CT, LOINC, and ICD-10.

• Create and manage custom CodeSystems
• Search and lookup custom terminology (text search and semantic search supported)
• Build organization-specific coding workflows on your infrastructure

The lang2fhir document endpoint now automatically detects file types, eliminating the need for manual fileType parameter specification.

Extracted medical codes now include citations showing where codes appear in source documents, improving traceability and auditability of AI-generated coding decisions.

We're delighted to share that lang2FHIR now supports extracting multiple FHIR resources from a single request text. Upload an entire medical note and watch lang2FHIR generate derived FHIR resources for you either standalone or as part of a FHIR server integrated flow using tools!

fhir2summary now supports International Patient Summary mode!

When you use fhir2summary with IPS mode it will take your FHIR bundle and generate International Patient Summary narratives per ISO 27269 and HL7 FHIR IPS IG standards. Auto-creates sections for allergies, medications, problems, immunizations, procedures, and vital signs. No template is required, you just set mode to ips. Requires Bundle with exactly one Patient resource with identifiers.

Use cases: context engineering, care transitions, referrals, cross-border exchange, standardized summaries.

We've released a Claude Code plugin that lets you use Claude as a forward deployed agent for building healthcare data workflows.

Describe what you need in plain language (e.g. FHIR mapping pipelines, data transformations, EHR integrations) and Claude orchestrates Phenoml APIs to build it for you. The plugin connects Claude directly to our workflows and FHIR Provider APIs!

Use it to:

• Prototype FHIR mapping pipelines by describing the transformation you need
• Build and iterate on healthcare workflows conversationally
• Get started with phenoml APIs without leaving your terminal

Check out the tutorial video to see it in action!