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.

01

Stagebots as assistants

They work alongside people: summarise the case, draft the reply, check the documents and suggest the next step.

02

Stagebots as workers

They carry out case steps themselves, within the policies in StageContracts and the permissions of their role.

03

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.

Today

Enterprise-grade models with zero data retention.

Rolling out

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]

StageMachine Banking

StageIntelligence for Banking Indicative

Model superpowers: how this model is tuned for its mission. Draft list, subject to change.

  1. 01
    KYC and onboarding

    Extracts and checks identity, company and ownership documents.

  2. 02
    Credit analysis

    Summarises financials, cash flows and risk signals into a draft credit memo.

  3. 03
    Regulatory fluency

    Tuned on central bank, AML and sanctions rules for each market.

  4. 04
    Trade document checking

    Compares LCs, invoices and bills of lading to find discrepancies.

  5. 05
    Conduct-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.

StageMachine Insurance

StageIntelligence for Insurance Indicative

Model superpowers: how this model is tuned for its mission. Draft list, subject to change.

  1. 01
    Risk underwriting

    Reads proposals, inspection reports and history to score risk.

  2. 02
    Policy wording

    Compares clauses, exclusions and endorsements.

  3. 03
    Claims triage

    Classifies claims by severity, coverage and fraud likelihood.

  4. 04
    Fraud signals

    Flags inconsistent narratives, duplicate claims and unusual patterns.

  5. 05
    Reinsurance 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.

StageMachine Payments

StageIntelligence for Payments Indicative

Model superpowers: how this model is tuned for its mission. Draft list, subject to change.

  1. 01
    Transaction intelligence

    Detects anomalies and fraud patterns in near real time.

  2. 02
    Screening

    Checks sanctions, PEP and adverse-media hits and explains each hit.

  3. 03
    Dispute handling

    Assembles chargeback evidence against card scheme rules.

  4. 04
    Merchant risk

    Assesses merchant onboarding and ongoing behaviour.

  5. 05
    Reconciliation

    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.

StageMachine Commerce

StageIntelligence for Commerce Indicative

Model superpowers: how this model is tuned for its mission. Draft list, subject to change.

  1. 01
    Catalogue enrichment

    Writes product descriptions, attributes and translations from raw data.

  2. 02
    Demand sensing

    Forecasts demand from orders, seasonality and promotions.

  3. 03
    Pricing guidance

    Suggests prices and promotions within margin rules.

  4. 04
    Subscription retention

    Predicts churn and recommends save offers.

  5. 05
    Order 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.

StageMachine Manufacturing

StageIntelligence for Manufacturing Indicative

Model superpowers: how this model is tuned for its mission. Draft list, subject to change.

  1. 01
    Specification understanding

    Reads drawings, BOMs and technical specs.

  2. 02
    Quality root cause

    Links defects to lines, batches, materials and suppliers.

  3. 03
    Production scheduling

    Balances orders, capacity, materials and changeovers, and replans when something slips.

  4. 04
    Supplier intelligence

    Scores suppliers on quality, delivery and risk.

  5. 05
    Maintenance 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.

StageMachine Logistics

StageIntelligence for Logistics Indicative

Model superpowers: how this model is tuned for its mission. Draft list, subject to change.

  1. 01
    Real-time event reasoning

    Turns live tracking events into status and ETA updates.

  2. 02
    Exception prediction

    Flags likely delays early and proposes re-routes.

  3. 03
    Customs documents

    Drafts and checks declarations, HS codes and trade paperwork.

  4. 04
    Carrier optimisation

    Recommends carriers by cost, speed and reliability.

  5. 05
    Warehouse 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.

StageMachine Vision

StageIntelligence for Vision Indicative

Model superpowers: how this model is tuned for its mission. Draft list, subject to change.

  1. 01
    Visual inspection

    Spots defects, anomalies and missing parts at line speed.

  2. 02
    Real-time event detection

    Recognises intrusions, falls, fires and unsafe acts in live video.

  3. 03
    Scene understanding

    Understands what is happening in a zone, such as vehicles, objects, occupancy and blocked exits, without identifying anyone.

  4. 04
    Privacy-aware analytics

    Faces and identities are masked by default.

  5. 05
    On-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?]

  6. 06
    Alert 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.

StageMachine Engage

StageIntelligence for Engage Indicative

Model superpowers: how this model is tuned for its mission. Draft list, subject to change.

  1. 01
    Multilingual 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]

  2. 02
    Customer memory

    Keeps context across channels and sessions, within consent rules.

  3. 03
    Intent and sentiment

    Detects what the customer needs and when to escalate.

  4. 04
    Clean handoff

    Passes a summarised case to a person with full context.

  5. 05
    Safe 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.

StageMachine Enterprise

StageIntelligence for Enterprise Indicative

Model superpowers: how this model is tuned for its mission. Draft list, subject to change.

  1. 01
    Case reasoning

    Knows where a case sits in its value stream and what the next stage needs.

  2. 02
    Policy awareness

    Reads StageContracts and only proposes compliant actions.

  3. 03
    Permission awareness

    Respects Role x Action x Scope and never shows data outside the user's scope.

  4. 04
    Process mining

    Spots bottlenecks, rework and SLA risk across cases.

  5. 05
    Gate 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.

Book a demo