NxAI

Product Roadmap

See what's available today, what we're working on, and what's planned next.

✓ Available◐ In Progress○ Planned

Last updated: August 24, 2026

✓

Available

Available now

NxAI Agent Experience

✓Universal ChatAsk management questions across your business in one NxAI chat.⌄
  • ✓Ask Sales & Business Performance questions
  • ✓Ask Inventory & Procurement questions
  • ✓Ask Finance, Payables & OPEX questions
  • ✓Ask Customer & CRM questions
  • ✓Ask cross-domain management questions
  • ✓Investigate with governed company data
  • ✓Bring in current web and location evidence when useful
  • ✓Continue with structured tables and downloadable files

Executive Dashboard + Copilot

✓Dashboard CopilotUsers can ask NxAI about the dashboard they are viewing and keep dashboard-scoped Copilot conversations available while they continue working in the dashboard.⌄
  • ✓Ask NxAI about the current dashboard
  • ✓Use the current date, outlet and category selections
  • ✓Suggested questions for the current view
  • ✓Choose the Copilot model
  • ✓Start a new Copilot chat
  • ✓View Copilot chat history
  • ✓Keep the active Copilot chat when opening a notification banner
  • ◐Explain KPI movement
  • ◐Compare with the previous period
  • ◐Drill into the main drivers

Intelligence Capabilities

✓Web SearchSearch the live web and bring current cited information into NxAI.⌄
  • ✓Search current web information
  • ✓Search news, companies and market context
  • ✓Source links and citations
  • ✓Freshness-aware search
  • ✓Powered by Tavily
  • ✓Keep web evidence separate from internal business data
✓Location SearchNxAI can find places, nearby businesses and competitors and bring structured location evidence into the conversation.⌄
  • ✓Search places and locations
  • ✓Resolve addresses and coordinates
  • ✓Discover nearby businesses and points of interest
  • ✓Find nearby competitors
  • ✓Bring structured location evidence into Chat
  • ✓Powered by GeoApify
✓Competitor & External EvidenceNxAI can bring nearby competitor context and current external evidence into management analysis without leaving the chat.⌄
  • ✓Find nearby competitors
  • ✓See competitor location and place context
  • ✓Search current company, news and market evidence
  • ✓Combine location and web evidence
  • ✓See source links and citations
  • ✓Compare with internal performance without claiming causality

Artifacts & Functionalities

✓Generated FilesUsers can structure answers as tables in Chat and turn NxAI outputs into downloadable business files.⌄
  • ✓CSV downloads
  • ✓Excel workbooks
  • ◐Word documents
  • ✓PDF documents
  • ◐Markdown and text files
  • ✓Structured tables in Chat

Data & Connected Sources

✓Connected Data SourcesSee which business systems are connected for each client.⌄
  • ✓
    Panda ERP
    ✓Doremart✓Gfresh✓DGMK✓Sekawan
  • ◐
    Panda CRM
    ✓Doremart○Gfresh○Easyshop✓DGMK✓Sekawan
  • ◐
    AutoCount
    ✓Doremart✓Gfresh✓DGMK○Sekawan
✓Enterprise Data CoverageAnswer management questions across approved enterprise data domains.⌄
  • ✓Sales data coverage
  • ✓Inventory data coverage
  • ✓Procurement and receiving coverage
  • ✓Finance, payables and OPEX coverage
  • ✓CRM and member coverage
  • ✓Clear coverage and limitation boundaries
✓Governed Analytical AccessQuery governed business data safely without needing to know the backend systems.⌄
  • ✓Find relevant governed data
  • ✓Inspect available data and results
  • ✓Run analytical queries
  • ✓Use direct SQL when appropriate
  • ✓Use broad historical BigQuery data
  • ✓Read-only safety and result lineage
✓Business SemanticsKeep business meaning consistent across data sources and NxAI experiences.⌄
  • ✓Governed business definitions
  • ✓Canonical metric definitions
  • ✓Aliases and acronyms
  • ✓Metric formula and meaning
  • ✓Date, grain and hierarchy meaning
  • ✓Interpretation boundaries

Personalization & Access

✓ProfilePersonalize NxAI with basic information about the user.⌄
  • ✓Nickname / preferred name
  • ✓Occupation
  • ✓About You
  • ✓Saved Memory personalization
  • ✓View and edit personalization
  • ✓Use personal context in responses
◐

In Progress

Being worked on

NxAI Agent Experience

◐Response ModesChoose how much depth NxAI applies to a response.⌄
  • ◐Quick answers
  • ◐Deeper thinking
  • ◐Deep research
  • ◐Choose a response mode in Chat
  • ○Keep the selected mode when switching models
◐Model-Aware NxAI ContinuitySwitch AI models without losing the NxAI experience.⌄
  • ○Keep the same specialist when switching models
  • ◐Keep the selected response mode
  • ◐Keep conversation context when switching models
  • ◐Show capability differences only when they matter
  • ○Handle unsupported model capabilities gracefully
◐Conversation ExperienceGet a clearer starting analysis and continue naturally from there.⌄
  • ◐Frame broad management questions clearly
  • ◐Use clear dates and comparison periods
  • ◐Start with the most useful measures
  • ◐Suggest the next useful drill-down
  • ◐Ask clarifying questions only when needed
  • ◐Show important limits and uncertainty

Executive Dashboard + Copilot

◐Business PerformanceSee how the business is trading and drill into what changed.⌄
  • ◐Sales, transactions, ATV, GP and margin
  • ◐Current vs previous period trends
  • ◐Compare outlet performance
  • ◐Drill from category to product
  • ◐Filter by period and business entity
  • ◐Ask Copilot about the current view
◐Inventory HealthSee where inventory is building up, slowing down or creating risk.⌄
  • ◐Inventory value and position
  • ◐Inventory change over time
  • ◐30-day and 180-day exposure
  • ◐Slow-moving and build-up signals
  • ◐Markdown and disposal visibility
  • ◐Drill from outlet to item
◐Customer & MembershipUnderstand member activity, loyalty and member-linked business performance.⌄
  • ◐Active member indicators
  • ◐Member-linked sales and transactions
  • ◐Member profile overview
  • ◐Loyalty and points indicators
  • ◐Member lifecycle signals
  • ◐Member activity trends
◐Marketing & CampaignsTrack campaign execution and observed customer response.⌄
  • ◐Campaign list and status
  • ◐Campaign execution visibility
  • ◐Audience reach
  • ◐Voucher status and observed usage
  • ◐Campaign exceptions
  • ◐Campaign and period filters
◐ProfitabilityReview margin and recorded cost pressure with clear accounting boundaries.⌄
  • ◐Sales, GP and GP%
  • ◐Recorded operating expenses
  • ◐Qualified contribution view
  • ◐Compare outlet profitability
  • ◐Drill into expense categories
  • ◐Highlight margin pressure
◐CashflowSee upcoming payable requirements without overstating full cash or liquidity.⌄
  • ◐Payable forecast
  • ◐Monthly and weekly cash requirements
  • ◐Supplier payable pressure
  • ◐Category payable pressure
  • ◐Current due vs future forecast
  • ◐Supplier and category drill-down

Artifacts & Functionalities

◐PPT / Advanced Document OutputsCreate polished reports and presentation-ready outputs from NxAI.⌄
  • ✓PowerPoint presentations
  • ○Branded management deck templates
  • ○Polished standalone reports
  • ○Richer document layouts
  • ○Refine an output from Chat
  • ○Keep source references

Actionability & Agentic Workflows

◐RecommendationsMove from analysis to a clear next-step recommendation you can judge.⌄
  • ◐Suggested next action
  • ◐Suggested owner
  • ◐Priority and rationale
  • ◐Supporting evidence
  • ◐Risks and alternatives
  • ◐Accept or reject the recommendation
○

Planned

Planned for later

Executive Dashboard + Copilot

○Executive OverviewSee the overall business picture and where attention is needed next.⌄
  • ○Executive business snapshot
  • ○Management highlights
  • ○Cross-domain attention signals
  • ○Business area summary cards
  • ○Period comparison
  • ○Jump into a business area dashboard

Multi-Domain Specialists

○Domain SpecialistsPlanned NxAI specialist agents will provide explicit domain identities and management lenses inside Universal Chat.⌄
  • ○Executive specialist
  • ○Sales & performance specialist
  • ○Inventory specialist
  • ○Procurement specialist
  • ○Finance specialist
  • ○Customer & CRM specialist
○Specialist ExperiencePlanned specialist experience will automatically select and show the appropriate entitled specialist when that agent layer is implemented.⌄
  • ○Automatic specialist selection
  • ○Only use specialists available to the user
  • ○Show the active specialist clearly
  • ○Switch specialist when the topic changes
  • ○Support cross-domain questions through specialist coordination
  • ○Keep specialist identity when switching models

Intelligence Capabilities

○Deep ResearchInvestigate a question across more evidence and produce a structured research answer.⌄
  • ○Plan the research
  • ○Investigate multiple sources
  • ○Combine internal and external evidence when useful
  • ○Compare and cross-check sources
  • ○Show research progress
  • ○Summarize findings and open questions

Artifacts & Functionalities

○Visual OutputsCreate visual explanations and analytical visuals from NxAI.⌄
  • ○Charts
  • ○Flowcharts
  • ○Diagrams
  • ○Infographics
  • ○Process maps
  • ○Interactive visual outputs

User Interface & Interaction

○Reasoning / CoT ExperienceSee what NxAI checked and how the work progressed without exposing private model thoughts.⌄
  • ○Expandable reasoning panel
  • ○NxAI investigation trace
  • ○Model reasoning summary when supported
  • ○Clear NxAI vs model labels
  • ○Visible evidence and tool checkpoints
  • ○Consistent experience when model reasoning is unavailable
○Agent ProgressSee meaningful progress while NxAI works on longer tasks.⌄
  • ○Show the selected specialist
  • ○Show the applied response mode
  • ○Show the investigation plan
  • ○Show research and tool activity
  • ○Show evidence checks
  • ○Show completion or retry states
○Specialist UISee which NxAI specialist is answering each message.⌄
  • ○Specialist name and avatar
  • ○Domain label
  • ○Supporting-domain indicators
  • ○Show when the specialist changes
  • ○Respect specialist access
  • ○Keep the UI consistent across model switches
○Business Glossary / Lingo ExperienceUnderstand business terms inside NxAI without leaving the conversation.⌄
  • ○Highlight important business terms
  • ○Hover to see a plain-language definition
  • ○Resolve aliases and acronyms
  • ○Show metric formula and scope when available
  • ○Open the full glossary entry
  • ○Search the business glossary

Workspaces

○Semantic Graph / Knowledge ExplorerExplore how NxAI concepts, rules and knowledge relate in a visual graph.⌄
  • ○Interactive knowledge graph
  • ○Pan, zoom and drag nodes
  • ○Search and filter the graph
  • ○Open a node's readable detail page
  • ○Explore related concepts and backlinks
  • ○Continue from a selected node into Chat
○Analysis WorkspaceSave and continue a structured analysis over time.⌄
  • ○Save an investigation
  • ○Reopen previous analysis
  • ○Keep useful analysis context
  • ○Remember selected filters and dates
  • ○Refresh with current evidence
  • ○Turn analysis into a report or action

Actionability & Agentic Workflows

○Action HubTurn insights into trackable follow-up actions.⌄
  • ○Create an action from Chat or Dashboard
  • ○Set owner and due date
  • ○Set priority and status
  • ○Link back to the original insight
  • ○Search and filter actions
  • ○Track completion and follow-up
○Connected ActionsPrepare or trigger common follow-up actions in connected tools.⌄
  • ○Draft an email
  • ○Draft a Lark or team message
  • ○Prepare a meeting agenda
  • ○Create a task in a connected system
  • ○Preview before sending or creating
  • ○Keep an audit link to the source insight
○ApprovalsRequire human approval before sensitive actions are executed.⌄
  • ○Request approval
  • ○Choose an approver
  • ○Approve or reject
  • ○Add approval comments
  • ○Track approval status
  • ○Resume work after approval
○Agentic WorkflowsCoordinate repeatable multi-step workflows when the business case is proven.⌄
  • ○Reusable multi-step workflows
  • ○Scheduled or conditional triggers
  • ○Retry and resume
  • ○Human approval steps
  • ○Connected-system actions
  • ○Outcome monitoring

Data & Connected Sources

○Data Freshness / QualityShow whether the data is current, complete enough and safe to interpret.⌄
  • ○Data freshness timestamp
  • ○Coverage period
  • ○Availability and readiness state
  • ○Data-quality warnings
  • ○Business verification state
  • ○Clear user-facing limitations

Personalization & Access

○Governed Memory BehaviourRemember useful personal context without carrying stale business conclusions forward.⌄
  • ○Remember durable user preferences
  • ○Keep memories private to each user
  • ○Let users review and edit memories
  • ○Avoid saving current business metrics as memory
  • ○Avoid saving analytical conclusions as durable memory
  • ○Use fresh evidence in new chats
○PreferencesSet how NxAI should normally behave for you.⌄
  • ○Preferred language
  • ○Response style
  • ○Default AI model
  • ○Default response mode
  • ○UI preferences
  • ○Keep preferences across sessions
○Specialist AccessGive each user the NxAI specialists appropriate to their role.⌄
  • ○View your specialist team
  • ○Assign specialists by user or group
  • ○Only select from allowed specialists
  • ○Hide unavailable specialists
  • ○Keep access consistent across model and mode changes
  • ○Keep specialist access separate from data access

Enterprise & Administration

○Data Authorization & Tenant IsolationKeep each enterprise user's data access within the scope they are authorised to see.⌄
  • ○Pass authenticated user context to the backend
  • ○Keep client and tenant data isolated
  • ○Control access by data source or domain
  • ○Support outlet or entity-level access where required
  • ○Fail closed on unauthorised access
  • ○Prevent hidden data leakage in errors