Studio Roadmap
A look at where we've been, where we are, and where we're headed.
Q4 2025
October · November · December
Intelligent Orchestration Engine
A supervisor-driven agentic architecture that dynamically spins up the right AI agents on demand — giving every query the exact intelligence it needs, when it needs it.
Cloud-Agnostic Infrastructure
Built to run anywhere. Whether on Azure, Google Cloud, or AWS, our platform adapts to your cloud environment without compromise.
LLM-Agnostic Design
No vendor lock-in. Our system is designed to work across leading language models, giving us the flexibility to always leverage the best available technology.
Company Knowledge Base (RAG-Powered)
Securely ingest and query company policies and documentation through a Retrieval-Augmented Generation knowledge base — turning static documents into intelligent, searchable knowledge.
Q1 2026
January · February · March
Personalised Long-Term Memory
The platform learns. Each user benefits from persistent memory that adapts to their patterns, preferences, and workflows over time.
Parallel Document Analysis
Upload up to 10 documents and have them analysed simultaneously — dramatically reducing wait times and unlocking multi-document insights at scale.
Parallel Agent Calling
Multiple agents can now run concurrently, handling complex, multi-part queries faster than ever before.
Sequential Agent Calling
Agents can be chained in sequence, passing outputs from one to the next — enabling sophisticated, multi-step workflows with precision.
Q2 2026
April · May · June
Document Creation
AI-assisted document generation is now live in Beta. Create structured, professional documents directly from conversation — no templates required.
Chat Organisation
Keep your workspace tidy. Organise conversations into folders and rename chats for faster navigation and a cleaner experience.
User Permissions Dashboard
Granular control over who can access what. Administrators can manage roles, permissions, and user access from a dedicated, intuitive dashboard.
Budget Management
Track and control AI usage costs at the user, team, or organisation level — giving you full visibility and control over your investment.
Continuous Improvement Pipeline
Improvements made to any agent or integration are automatically propagated across all clients — so every enhancement benefits everyone, instantly.
Document Creation Enhancements
Building on our Beta release, this update brings richer formatting options, smarter generation, and broader document type support.
Stability & Memory Improvements
A focused release addressing known bugs and delivering meaningful improvements to short-term memory within active conversations — for a smoother, more reliable experience.
Interactive HTML Renderer
Bring your data to life. Render interactive dashboards, charts, and Excel-style views on the fly — pulling live data directly from your connected systems.
Smart Query Suggestions
Every time you log in, the platform surfaces contextual prompt suggestions based on your connected integrations — so you always know what's possible and where to start.
Background Chat Switching
No more waiting. Switch between conversations freely while a query runs in the background — your workflow doesn't need to pause.
Q3 2026
July · August · September
Integration Selection from Frontend
Choose exactly which integration to use for a given query directly from the interface — improving response speed, accuracy, and agent reliability.
Passkey Authentication
Seamless, passwordless login. Sign in securely using biometrics — a faster, safer way to access your AI workspace.
Always Improving
Platform Speed Optimisations
Performance improvements are shipped every month. Faster responses, snappier interfaces, and reduced latency — always.
Our roadmap is continuously evolving. Features are released iteratively as we build toward a more intelligent, seamless experience.