Describe the outcome. Guru understands the objective, plans the work, activates the right agents and systems, builds the required interface and executes through governed controls.
A single progression runs through every request — from natural-language goal to governed execution.
Interpret intent in context.
Guru interprets natural-language objectives using user identity, organisational context and authorised company knowledge.
Decompose the work.
Guru breaks the objective into steps, identifies dependencies, selects the right agents and determines required approvals.
Assemble what is needed.
Guru generates the required workflow, workspace, application, service or integration on demand.
Work across the estate.
Guru operates across authorised enterprise systems, data sources, tools and external agents.
Deliver the outcome.
Guru completes the workflow within configured permissions, financial limits and human-approval controls.
Seven capabilities emerging from a single shared architecture — not seven disconnected products.
The coordinating layer across people, agents, applications, data, workflows and commerce.
Governed institutional context, not a document chatbot.
Not another tool to operate. A service that performs the work.
Software that forms around the work.
Replace the complexity, not necessarily every system.
Built for people. Native to agents.
Make every business transactable by humans and AI.
Guru interprets objectives, plans multi-step work, selects the correct capabilities, manages approvals and delivers completed outcomes across connected systems.
Example request — Review yesterday's failed settlements, identify material discrepancies, prepare investigation cases, assign them to the appropriate team and send me an executive summary.
Governed institutional context — a living graph across people, policies, systems, customers, products, transactions and workflows. Every answer can display its authorised source and context, where technically available.
Guru can design, generate and configure applications — subject to technical validation, security review and deployment approval.
Consolidate fragmented interfaces, workflows and point solutions while continuing to integrate with specialist and mission-critical systems.
Guru exposes authorised business capabilities as structured, discoverable tools — with identity, scope and audit.
Guru coordinates specialised agents through defined hand-offs — with human approval gates before execution.
Structure your catalogue, controls and checkout so both human buyers and enterprise agents can transact within policy.
Agentic Commerce Protocol support is offered as an integration / standards-readiness option, not as verified compliance.
Governance surrounds every layer — identity, access, approvals, model and data governance, security, observability, resilience and human oversight.
Conversation, voice, generated workspaces and embedded surfaces.
Intent, planning, reasoning, memory and decision support.
Institutional knowledge, ontology and verified sources.
Specialised agents, orchestration, delegation and handoff.
Interfaces, workflows, data models and APIs generated on demand.
Standards-based connectivity across the enterprise estate.
Catalogue, checkout, orchestration, settlement and loyalty.
Guru is designed for organisations where auditability, oversight and revocable authority are non-negotiable.
Each engagement follows the same pattern — business challenge, connected systems, activated agents, generated interface, controls applied, outcome delivered.
Investigations, reconciliations and portfolio reviews performed as governed services.
Operational intelligence across acquiring, issuing and switching estates.
Make merchandise and inventory transactable by human and AI channels.
Book, quote and coordinate services through conversational interfaces.
Consolidate internal tooling behind one intent-driven operating layer.
Case handling and citizen services with source-grounded, auditable answers.
Provisioning, care and revenue operations with delegated agents.
One operating layer across subsidiaries, regions and product lines.
Sample structures shown below. Endpoints and standards support are labelled with a current status until formally released.
{
"capability": "settlement.reconcile",
"owner": "guru.finance",
"inputs": {
"date": "iso-date",
"scheme": "string"
},
"authz": {
"scope": ["finance.read", "finance.reconcile"],
"autonomy": "execute_with_approval",
"limits": { "amount_usd": 25000 }
},
"outputs": { "report_id": "uuid" },
"audit": true
}Illustrative structure. Final specifications may differ; do not integrate against this as a stable schema.
The governed intelligence and execution layer through which a company can understand itself, create software, coordinate agents, operate systems and participate in the emerging agentic economy.