Changelog, improvements, and roadmap milestones for our mission to revolutionize enterprise AI
Bring electronic signatures into Randol workflows with Box Sign, alongside the existing Box content-storage connector. Create signing requests from Box files or templates, configure signing order and recipient roles, and react to supported signing events. Wait for completion and retrieve finalized PDFs and signing logs into Randol file storage.
Prepare documents and request electronic signatures through SignNow. Discover templates, prefill business data, and send role-based invitations with signing order, expiry and optional reminders. Start workflows from supported signature and document events, wait for signing outcomes, and retrieve signed PDFs and audit trails.
Add live voice conversations to Randol Apps and embedded website experiences using xAI or ElevenLabs. Connect a configured voice agent, choose an avatar, and offer call, end and mute controls with readable status and transcripts. Support interruptions and layouts that adapt to smaller screens, while keeping permanent provider API keys on the server.
Work with the Randol Architect through a floating assistant across the portal. Keep your conversation and draft while navigating, minimize it to a bubble, and inspect the context it uses. Coordinate specialist work across your Randol solution, with Design and Implement modes and access governed by your permissions.
See who is viewing Apps, Flows, Services, Service Connections and Environments, with viewer counts and names beside supported items. Designer selection indicators help you understand which artifacts colleagues are looking at, with presence scoped to the selected tenant, resource and working context.
Pass inputs such as an event or record identifier from your website into an embedded Randol View. Update those inputs without remounting the current View, and use them through View inputs or typed React bindings. Configure example input JSON in the embed tools to test snippets and live previews.
Open historical App snapshots, add version tags, and restore an earlier version as the latest saved version while preserving the existing history. Restore the saved App definition and published React build reference into the selected change set; the editable React source workspace remains unchanged.
Bind selected agent tool inputs to workflow expressions and control which fields the agent supplies. Reuse tools with different caller-specific context, using typed editors for supported values, objects and collections. Bound values are applied by the workflow and the complete input is validated against the tool schema before execution.
Generate calendar event files in Randol workflows with titles, start and end dates, descriptions, locations and links. Support timed and all-day events, then attach the generated ICS text to emails through the SMTP connector without first uploading a file.
Investigate workflow runs with collapsible nested execution groups, distinct activity entry and exit markers, and links to individual execution steps. Follow active work during long-running activities and nested blocks, while retaining visit counts and access to historical runs.
Choose how anonymous visitor identities are stored for embedded Randol Apps. Use tab-scoped session storage by default, opt into local storage to retain identity across browser sessions, or choose memory-only storage. If browser storage is unavailable, the embed falls back to memory; identity expiry and access checks still apply.
Use SubQ Snap alongside Jev and Microsoft-Decision-1 through Randol's shared Evaluate Decision activity. Evaluate conditions, choose between defined options, and score inputs against a rubric, then use typed results in the Flow Designer to route work or request review. Configure SubQ through a dedicated service connection with secure API-key storage and an embedded setup guide.
Bring a richer managed Chat experience to embedded Randol Apps, with searchable conversation history, file uploads and permission-controlled attachment previews, browser voice controls, and layouts that adapt to narrow widgets. Match your App theme, set a custom title and disclaimer, and choose whether to show agent activity or a simple working indicator. This builds on September's chat and file-sharing improvements with an embedded, configurable customer experience.
Bring selected public Randol App Views into your website with a JavaScript embed. Create reusable App Embed definitions, publish them to individual environments, and manage allowed website origins, enabled state, and key rotation. Use generated snippets and previews to integrate the experience while keeping protected Views outside the public embed boundary.
Added OpenAI Decisions and Microsoft-Decision-1 alongside Jev in the shared Evaluate Decision activity. Connect directly to OpenAI, or use Microsoft-Decision-1 through OpenRouter or Microsoft Foundry. Evaluate conditions, choose between defined options, and score inputs against a rubric, with typed results in the Flow Designer, probabilities, confidence signals, and explicit refusal handling for review and fallback paths.
Follow workflow execution directly on the Flow Designer canvas. Track the latest run, see its route and active activity, and use visit-count highlights to understand repeated paths. Switch to a historical run when investigating earlier executions.
Reuse shared Randol workflows with your tenant's own service connections. Connection policies can keep a fixed Randol connection, allow an optional tenant override, or require your own connection, with the effective connection checked for the selected execution environment.
Expose published Randol workflows as authenticated MCP tools so external AI agents can invoke them. Validate inputs against the flow schema, look up execution status, and cancel runs through the same integration, backed by Randol's normal workflow lifecycle.
Use Amazon Bedrock models and embeddings in Randol agent workflows. Configure your AWS region, model IDs, and supported authentication through a dedicated service connection, with structured-output options and an embedded setup guide.
Connect your Ruddr workspace to Randol workflows to work with projects, clients, members, time entries, and other supported resources. List, retrieve, create, update, and delete records where supported, with cursor-based pagination, secure API-key authentication, and built-in connection validation.
Create email templates with subjects, To/Cc/Bcc recipients, HTML content, and a plain-text alternative. Organize templates in nested folders and insert schema-backed placeholders into headers and bodies using draggable chips or insertion menus.
Connect Telegram bots to Randol workflows with message triggers for private and group chats, sender and chat filters, and per-environment credentials. Send messages, receive attachment metadata and captions, download incoming files, and send stored files back to Telegram.
Build managed chat experiences with resumable conversation history, grouped agent progress, and file uploads and downloads. Preview supported file content inline or in a dialog, while keeping access scoped to the user and isolating scripted previews.
Introduced the shared Evaluate Decision activity under Agentic AI, bringing Jev decisioning to Randol through TypeSafe and OpenRouter. Flows can evaluate yes/no conditions, choose from named options, or score inputs against an ordered rubric, then use the returned probabilities and confidence signals to route work, automate decisions, or request human review.
Connect Randol agents to external agents through the Agent2Agent (A2A) protocol. Discover remote agents and delegate work, or expose Randol Flows as A2A agents with discoverable Agent Cards so external agents can find their capabilities and invoke them. Support immediate responses and long-running tasks that wait durably and resume as work progresses.
Connect Stripe, Adyen, PayPal, PayU, Przelewy24, and Tpay to Randol workflows. Create hosted payment requests, check payment status, and start flows from verified payment notifications. Access balances and transaction history where supported by the provider and your account permissions, with dedicated activities and embedded setup guides.
Bring your Databricks lakehouse into Randol workflows. Execute SQL queries and work with Unity Catalog, volume files, Vector Search, Genie, and Model Serving through dedicated activities, using OAuth service-principal credentials or a personal access token for your workspace.
Deploy runtime components into your own AWS account or Google Cloud project through Randol release plans. Use AWS ECS Express or Google Cloud Run, configure resource sizing and scaling, and manage environment-specific runtime deployments alongside Azure.
GA release with multi-cloud deployment blueprints and billing.
Added ability to define placeholder templates ready for embedded placeholder templates for email and SMS communications.
Added number of new integration connectors including Google Workspace, HubSpot, Confluence, SharePoint, and Slack.
Implemented UI designer, now able to build UI on top of services and see UI based on the data stores with instant UI feedback.
Implemented full agent vector store and memory storage capabilities for enhanced AI agent performance.
Introduced changesets allowing deployments based on changeset names for flows and UI bundles.
Chatbot connector introduced to allow flows to respond to chat requests directly.
First draft of the UI builder. Config driven. Now allows deployable UI based on services for data and functionality.
Onboarding our first enterprise cohort with expanded agent tools, environment templates, and audit exports.
Ability to configure agents and vector storage activities within a flow.
Flows triggerable by events. Supports event catalogs and external events from third parties (Example JotForm)
Ability to raise events from an operation handler. Based on pre-defined event contracts.
Ability to deploy generated services to dedicated environments with configurations per environment.
Ability to generate domain logic and application handler logic code via beta version of AI code generation service.
Ability to compile stored code via beta version of the AI code generation service.
Dynamic store for all generated code, initially for domain and application logic.
Listen for and publish events within a flow.
Select and execute Randol operations (microservices) within a flow.
Create new operation contracts and placeholder implementations.
Add new events to the catalog and make them available to flows.
Define and execute operations (dynamic microservices).
Interface to explore and manage dynamic data schemas and their relationships.
Flow surface and activity rendering/updating.
Foundation for UI patterns and service connectivity.
Core component foundation for dynamic workflow orchestration.
Activity/rules engine capabilities and core platform components: auth, DI, logging, data storage, messaging.
