Custom enterprise copilots with transparent ROI measurement and brand-safe governance

We implement enterprise SSO protocols that authenticate users through your existing identity providers, enforce MFA requirements, and sync with HR systems for automatic provisioning/deprovisioning. Our authentication layer supports RBAC with granular permissions down to specific data fields and API endpoints.

We build direct connectors to your CRM records, email threads, calendar events, and documents with sub-second query response times. Our integration maintains field-level security, respects sharing rules, and provides audit logs for every data access request.

We develop copilots that understand healthcare FHIR protocols, financial SWIFT standards, and manufacturing MES systems using domain-specific vocabularies and compliance rules. Our workflow engines handle complex multi-step processes like prior authorization or trade settlement with built-in error handling.

We instrument every user interaction to measure time-to-completion, session duration, and successful task resolution rates. Our analytics calculate cost-per-conversation using token consumption data and provide department-level ROI reports with specific dollar savings calculations.

We implement content filtering using Named Entity Recognition and custom brand lexicon validation that scan responses for competitor mentions, confidential project names, or inappropriate language before delivery. Our brand governance engine enforces approved terminology and checks tone consistency.

We build middleware that translates copilot requests into multiple API calls across your ERP, CRM, and database systems, handling authentication, rate limiting, and error recovery. Our orchestration layer supports complex workflows like order-to-cash with automatic fallback procedures.

We containerize copilot services with horizontal pod autoscaling based on CPU and memory thresholds, deploy across multiple availability zones, and implement circuit breakers for fault tolerance. Our monitoring includes custom Prometheus metrics and PagerDuty integration for incident response.

We capture every user query, system response, and data access event with immutable timestamps and user attribution for regulatory audits. Our compliance engine automatically generates privacy impact assessments, handles data subject access requests, and enforces retention schedules with automated deletion.