AI layer
Private AI, one model per mission.
Stagebots do the work inside StageMachine. They run on StageIntelligence, a private range of mission-specific language models, each tuned for one capability. Today StageIntelligence models are enterprise-grade with zero data retention. Privately hosted models dedicated to each customer are rolling out.
Stagebots
Assistants and workers, inside the case.
Stagebots as assistants
They work alongside people: summarise the case, draft the reply, check the documents and suggest the next step.
Stagebots as workers
They carry out case steps themselves, within the policies in StageContracts and the permissions of their role.
Humans at the gates
Fiduciary decisions stay with people. Stagebots prepare evidence packs for sign-off and never make the decision themselves.
Where the models run
What is live today, and what is rolling out.
Enterprise-grade models with zero data retention.
Privately hosted models dedicated to each customer.
One model per mission
Each StageIntelligence model has at least five model superpowers that describe how it is tuned for its mission. The lists below are indicative. [CONFIRM: superpowers lists are Hasan's 9 Nov 2026 draft; approve final wording before launch]
- StageIntelligence for Banking
- StageIntelligence for Insurance
- StageIntelligence for Payments
- StageIntelligence for Commerce
- StageIntelligence for Manufacturing
- StageIntelligence for Logistics
- StageIntelligence for Vision
- StageIntelligence for Engage
- StageIntelligence for Enterprise
StageIntelligence for Banking Indicative
Model superpowers: how this model is tuned for its mission. Draft list, subject to change.
- 01KYC and onboarding
Extracts and checks identity, company and ownership documents.
- 02Credit analysis
Summarises financials, cash flows and risk signals into a draft credit memo.
- 03Regulatory fluency
Tuned on central bank, AML and sanctions rules for each market.
- 04Trade document checking
Compares LCs, invoices and bills of lading to find discrepancies.
- 05Conduct-safe customer replies
Answers within approved product terms and fair-treatment rules.
Today StageIntelligence models are enterprise-grade with zero data retention. Privately hosted models dedicated to each customer are rolling out.
StageIntelligence for Insurance Indicative
Model superpowers: how this model is tuned for its mission. Draft list, subject to change.
- 01Risk underwriting
Reads proposals, inspection reports and history to score risk.
- 02Policy wording
Compares clauses, exclusions and endorsements.
- 03Claims triage
Classifies claims by severity, coverage and fraud likelihood.
- 04Fraud signals
Flags inconsistent narratives, duplicate claims and unusual patterns.
- 05Reinsurance placement
Prepares treaty and facultative submissions and tracks cessions.
Today StageIntelligence models are enterprise-grade with zero data retention. Privately hosted models dedicated to each customer are rolling out.
StageIntelligence for Payments Indicative
Model superpowers: how this model is tuned for its mission. Draft list, subject to change.
- 01Transaction intelligence
Detects anomalies and fraud patterns in near real time.
- 02Screening
Checks sanctions, PEP and adverse-media hits and explains each hit.
- 03Dispute handling
Assembles chargeback evidence against card scheme rules.
- 04Merchant risk
Assesses merchant onboarding and ongoing behaviour.
- 05Reconciliation
Matches settlements, fees and FX across rails and flags breaks.
Today StageIntelligence models are enterprise-grade with zero data retention. Privately hosted models dedicated to each customer are rolling out.
StageIntelligence for Commerce Indicative
Model superpowers: how this model is tuned for its mission. Draft list, subject to change.
- 01Catalogue enrichment
Writes product descriptions, attributes and translations from raw data.
- 02Demand sensing
Forecasts demand from orders, seasonality and promotions.
- 03Pricing guidance
Suggests prices and promotions within margin rules.
- 04Subscription retention
Predicts churn and recommends save offers.
- 05Order exception handling
Resolves delays, returns and refunds with the right next action.
Today StageIntelligence models are enterprise-grade with zero data retention. Privately hosted models dedicated to each customer are rolling out.
StageIntelligence for Manufacturing Indicative
Model superpowers: how this model is tuned for its mission. Draft list, subject to change.
- 01Specification understanding
Reads drawings, BOMs and technical specs.
- 02Quality root cause
Links defects to lines, batches, materials and suppliers.
- 03Production scheduling
Balances orders, capacity, materials and changeovers, and replans when something slips.
- 04Supplier intelligence
Scores suppliers on quality, delivery and risk.
- 05Maintenance prediction
Spots early failure signs in asset and breakdown history.
Today StageIntelligence models are enterprise-grade with zero data retention. Privately hosted models dedicated to each customer are rolling out.
StageIntelligence for Logistics Indicative
Model superpowers: how this model is tuned for its mission. Draft list, subject to change.
- 01Real-time event reasoning
Turns live tracking events into status and ETA updates.
- 02Exception prediction
Flags likely delays early and proposes re-routes.
- 03Customs documents
Drafts and checks declarations, HS codes and trade paperwork.
- 04Carrier optimisation
Recommends carriers by cost, speed and reliability.
- 05Warehouse flow
Balances slotting, picking and dispatch against capacity.
Today StageIntelligence models are enterprise-grade with zero data retention. Privately hosted models dedicated to each customer are rolling out.
StageIntelligence for Vision Indicative
Model superpowers: how this model is tuned for its mission. Draft list, subject to change.
- 01Visual inspection
Spots defects, anomalies and missing parts at line speed.
- 02Real-time event detection
Recognises intrusions, falls, fires and unsafe acts in live video.
- 03Scene understanding
Understands what is happening in a zone, such as vehicles, objects, occupancy and blocked exits, without identifying anyone.
- 04Privacy-aware analytics
Faces and identities are masked by default.
- 05On-site processing
Runs on site, close to the cameras, for low latency and local data. [CONFIRM: on-site running implies self-hosting; self-hosted models are still rolling out. OK to state, or word as rolling out?]
- 06Alert to action
Turns each detection into a case with clips, context and the next step.
Today StageIntelligence models are enterprise-grade with zero data retention. Privately hosted models dedicated to each customer are rolling out.
StageIntelligence for Engage Indicative
Model superpowers: how this model is tuned for its mission. Draft list, subject to change.
- 01Multilingual conversation
Natural chat and voice in English, Urdu and more, with Arabic on the roadmap. [CONFIRM: draft said English, Urdu, Arabic; platform list has Arabic on the roadmap]
- 02Customer memory
Keeps context across channels and sessions, within consent rules.
- 03Intent and sentiment
Detects what the customer needs and when to escalate.
- 04Clean handoff
Passes a summarised case to a person with full context.
- 05Safe resolution
Answers only from approved knowledge and logs every action to the case.
Today StageIntelligence models are enterprise-grade with zero data retention. Privately hosted models dedicated to each customer are rolling out.
StageIntelligence for Enterprise Indicative
Model superpowers: how this model is tuned for its mission. Draft list, subject to change.
- 01Case reasoning
Knows where a case sits in its value stream and what the next stage needs.
- 02Policy awareness
Reads StageContracts and only proposes compliant actions.
- 03Permission awareness
Respects Role x Action x Scope and never shows data outside the user's scope.
- 04Process mining
Spots bottlenecks, rework and SLA risk across cases.
- 05Gate preparation
Builds evidence packs for human sign-off, never makes the decision itself.
Today StageIntelligence models are enterprise-grade with zero data retention. Privately hosted models dedicated to each customer are rolling out.
Frequently asked questions
What is StageIntelligence?
A private range of mission-specific language models, one per capability: Banking, Insurance, Payments, Commerce, Manufacturing, Logistics, Vision, Engage and Enterprise.
Is our data used to train models?
Today the models are enterprise-grade with zero data retention. Privately hosted models dedicated to each customer are rolling out.
Can a Stagebot approve a payment or a claim?
No. Fiduciary decisions stay with people.
See Stagebots on your own workflow.
Book a demo and we will show you how it runs for your team, with your brand.