Route-aware copilots
Copilots read route context and user permissions to provide precise assistance in each view instead of generic chat behavior.
Migrate React
to agentic AI.
React migration with component-context agents.
We layer agentic workflows into your React app without rewriting core screens. Agents understand hooks, route state, and design-system contracts so teams can automate support, sales, and operations directly in-product.
Agentic migration
Hook-safe
State integrity
UI grounded
Component map
Progressive
Feature flags
Observable
Eval traces
Move React features into agentic delivery
Ship copilots that respect existing app architecture.
Tool calls behind guardrails
We connect agents to internal APIs with approval thresholds so high-impact actions require confidence checks or human confirmation.
Performance-focused rollout
Agent bundles are profiled against Core Web Vitals, then released gradually through flags to avoid regressions in interaction speed.
Frequently asked questions
Common questions about scope, timeline, and how we work with your stack.
Can you add AI agents without rewriting our React app?
Yes. We integrate agent logic around your existing component tree and data layer rather than rebuilding core features. Migration is phased so product teams keep shipping while capabilities expand.
How do agents stay accurate in a React interface?
We ground responses in route, session, and domain context pulled from your app state and backend tools. That grounding is evaluated with scenario tests before broader release.
Will this hurt frontend performance?
We isolate heavy agent work behind async boundaries and server-side execution where appropriate. Client payload and render timing are measured each sprint to keep performance budgets intact.
How are risky actions controlled?
Each tool call is permissioned by role and action type, with escalation policies for sensitive operations. Audit logs capture prompt, decision, and downstream API results for compliance.
What does a first pilot usually include?
Most pilots target one funnel stage such as onboarding support or account triage. We define acceptance metrics up front, then expand into adjacent journeys after stable adoption.
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