DualWeb · Agentic Applications
DualWeb designs and ships standalone and embedded AI products that plan work, use tools, maintain state, generate interfaces and complete multi-step tasks with human control.
An agentic application has its own interface and runtime, performs multi-step work through tools and data, and preserves state as the task changes.
DualWeb does not offer ordinary marketing website design, fixed automation presented as autonomy, or a generic chatbot with no operational workflow.
Standalone or embedded products with an application interface, persistent execution, tools, state, approvals, permissions, and measurable outcomes.
A current, supported delivery product that detects relevant AI crawler requests and serves a synchronized, structured representation alongside the human site.
Qualification
The runtime selects and sequences actions as new information and tool results arrive.
The application can inspect and act through approved APIs, databases, documents, browsers, or existing software.
Sessions, artifacts, task progress, and decisions remain available across steps and interruptions.
Long tasks expose progress, pause, resume, cancellation, timeout, and recovery behavior.
People review important outputs and approve consequential actions before execution.
The interface can present the right comparison, artifact, form, or approval control for the work in progress.
Gather evidence, compare options, surface uncertainty, and produce an inspectable decision artifact.
Maintain case state, request documents, coordinate actions, and escalate exceptions to the right person.
Complete bounded work in software that lacks a dependable API, with isolated sessions and approval gates.
Collect constraints, check live systems, compare valid configurations, and prepare an approved quote.
Use parallel research, analysis, and independent verification only when separation improves the result.
Complete work inside an existing product while inheriting its interface, permissions, tenant context, and data model.
Owned demonstration
This reference architecture makes the application boundary inspectable: inputs enter a persistent case, approved tools contribute evidence, a person controls the consequential write, the system produces a reviewable artifact, and release checks inspect the resulting state.
DualWeb-owned reference demonstration
This non-customer inspection fixture shows the architecture and evidence trail for a fictional supplier-change review. It is not a customer result, performance benchmark, or claim of unattended execution.
A reviewer provides a change packet, the affected account, the decision policy, and the allowed action scope.
The runtime retrieves approved documents and records each source, tool result, case state, and unresolved constraint.
A proposed record update is displayed with its source evidence and remains paused until an authorized reviewer confirms it.
The application prepares a decision memo, cited evidence list, exception register, and the approved action receipt.
The release fixture checks required sources and fields, the approval boundary, the resulting record state, and safe behavior when a tool fails.
Build evidence
Before handover, the application is reviewed through an end-to-end vertical slice, recorded task traces, outcome checks, failure scenarios, approval behavior, and the operational runbook. We do not substitute a framework list or an invented customer result for a working build.
Define the user, outcome, system boundaries, tool access, approval points, and acceptance scenarios before implementation begins.
Connect one meaningful workflow end to end so interface, state, permissions, and runtime behavior can be reviewed together.
Complete the application surface, integrations, background execution, tenancy, observability, and operational controls.
Exercise success paths, tool failures, recovery, consequential actions, permission boundaries, cost limits, and regression scenarios.
Deploy into the agreed client-controlled environment and transfer source, configuration, tests, evaluation fixtures, documentation, and runbooks.
The Bifurcation installation contract covers relevant-request classification, an approved structured representation, source-content alignment, and delivery evidence. Each control must be verified against the actual production stack before it is described as active.
The approved installation must classify relevant crawler traffic using maintained request evidence and a documented unknown-traffic default.
The production contract must define authorized source content, factual parity, refresh behavior, and a measurable freshness target.
The release suite must verify the response selected for each traffic class and the available routing, coverage, status, latency, and freshness evidence.
Consequential writes stop at explicit, reviewable confirmation points rather than disappearing inside a conversation.
Every tool action is constrained by the current user, account, tenant, role, and approved scope.
Long-running work has defined retries, resumable state, cancellation, and safe behavior when a dependency fails.
Action, time, and cost budgets are visible and enforced at the runtime boundary.
Tool calls, approvals, changes, outputs, and failure paths remain inspectable after the task finishes.
Release decisions use task completion and environment state, not a model's confidence in its own answer.
Define the user, outcome, system boundaries, tool access, approval points, and acceptance scenarios before implementation begins.
Connect one meaningful workflow end to end so interface, state, permissions, and runtime behavior can be reviewed together.
Complete the application surface, integrations, background execution, tenancy, observability, and operational controls.
Exercise success paths, tool failures, recovery, consequential actions, permission boundaries, cost limits, and regression scenarios.
Deploy into the agreed client-controlled environment and transfer source, configuration, tests, evaluation fixtures, documentation, and runbooks.
It is a software application with an interface and persistent runtime that can plan and complete multi-step work through approved tools while preserving state, permissions, human control, and an audit trail.
No. DualWeb builds complete standalone or embedded software products. A marketing site, redesign, simple chatbot, or fixed automation is outside this offer.
When a deterministic workflow can complete the task more reliably and economically, we use deterministic software. Agentic behavior should earn its place through variable inputs, dynamic decisions, or tool use that cannot be captured safely by a fixed flow.
The agreed source, infrastructure configuration, tests, evaluations, and documentation are delivered for the client-controlled environment and handover model defined in the project scope.
Yes. Bifurcation is a current, supported recurring product and a first-class DualWeb offer alongside Agentic Applications.
We will help define whether it needs an agentic application, Bifurcation, a deterministic system, or a referral to the correct KNWN division.
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