Blueprints

Blueprints are fully designed, production-ready multi-agent systems built for high-value enterprise use cases. Instead of starting from scratch in the Control Hub, you select a blueprint, answer a short setup wizard tailored to your company, and Qubitz deploys a customized version directly to your AWS environment.

Each blueprint includes a complete agent architecture, pre-configured tools, knowledge base setup, and deployment pipeline.

How to Use a Blueprint

Horizontal Blueprints

Customer Support

An omnichannel AI support agent that handles customer enquiries across multiple channels with full human escalation support.

What it does: Handles customer intents like order status, billing, returns, troubleshooting, and account management. Draws from your existing knowledge sources (Help center, FAQs, product docs, policies, past tickets). Takes actions like creating tickets, processing refunds, looking up accounts, and resetting passwords. Escalates to a human when sentiment is negative, the customer asks for a person, or confidence is low.

Setup wizard covers: Company and industry, active channels, customer intent types, knowledge sources, CRM/ticketing integrations, allowed actions, escalation triggers, escalation destination (phone number for voice, team/queue for chat), tone, and languages.

Intelligent Document Processor

An end-to-end pipeline that reads, understands, validates, and acts on your documents - automatically.

What it does: Accepts uploaded documents and runs them through a multi-stage pipeline. It classifies each document by type, extracts the fields that matter to your business, then puts every extraction through a three-way validation check - cross-referencing results across multiple AI systems to catch discrepancies a single model would miss. Results that fall below your threshold are automatically routed for human review. Final structured data and reports are delivered to your downstream systems.

Setup wizard covers: Company name, industry, use case summary, document types to process, key fields to extract per type, validation rules, report format, decision labels, API endpoint toggle, webhook destination, PII redaction, auto-process mode, and S3 export configuration.

AI Screening

An automated voice-based candidate screening system that conducts structured interviews and delivers assessed results.

What it does: Conducts voice-based candidate interviews using Amazon Nova Sonic. Evaluates candidates across your chosen criteria (technical skills, communication, problem solving, cultural fit). Draws from job descriptions, competency frameworks, and interview rubrics. Delivers structured assessments with scores and summaries for each candidate.

Setup wizard covers: Role types being hired, interview stages to include, evaluation criteria, knowledge sources (job descriptions, rubrics), ATS integrations, company culture description, hiring goal, and languages.

Healthcare & Life Sciences

Clinical Documentation & Care Coordination

AI-assisted documentation and care coordination across clinical teams.

What it does: Listens to or reads clinical encounters and generates structured SOAP notes, discharge summaries, and care plans. Coordinates tasks across care teams by routing action items, flagging outstanding orders, and tracking care plan completion. Reduces documentation burden so clinicians can focus on patients.

Setup wizard covers: Clinical specialty, documentation templates, EHR system, care team roles, note format preferences, and handover workflow.

Clinical Trial Operations & Patient Recruitment

End-to-end trial operations management from eligibility screening through patient recruitment.

What it does: Reads protocol inclusion/exclusion criteria and screens patient records for eligibility. Automates outreach communications to potential participants. Tracks recruitment progress against enrolment targets and flags protocol deviations in real time.

Setup wizard covers: Trial phase, therapeutic area, inclusion/exclusion criteria, recruitment targets, site locations, communication channels, and EDC/CTMS integration.

Consumer Diagnostics AI Analysis & Report Engine

Automated analysis of diagnostic inputs with structured report generation for patients and clinicians.

What it does: Ingests diagnostic data across modalities, runs AI analysis to identify patterns and flag abnormal results, and generates two report types - a plain-English patient summary and a detailed clinician report with clinical context, differential considerations, and recommended follow-up actions.

Setup wizard covers: Diagnostic modalities in scope, normal range thresholds, report template preferences, patient-facing language level, clinician specialties, and output delivery method.

Patient Access, Referral & Care Navigation

Automated referral management and patient navigation across care pathways.

What it does: Receives referral requests, validates clinical information, matches patients to appropriate specialists based on condition, location, and availability, and schedules appointments. Sends automated patient communications at each step and tracks referral completion to close the loop between referring and receiving providers.

Setup wizard covers: Referral types handled, specialist network, scheduling system integration, patient communication channels, and escalation rules for urgent cases.

Pharmacovigilance & Safety Case Management

End-to-end adverse event processing and regulatory safety case management.

What it does: Ingests adverse event reports from multiple sources (spontaneous reports, literature, clinical trial data). Triages by seriousness and expectedness, conducts AI-assisted causality assessment, generates case narratives in regulatory format, and prepares submission-ready ICSR files. Tracks deadlines for expedited (7/15-day) and periodic submissions.

Setup wizard covers: Product portfolio, marketed territories, regulatory authorities to report to, seriousness criteria, database integration, and submission timelines.

Regulatory Submission & Medical Affairs Workflow

Regulatory dossier preparation, medical writing automation, and submission tracking.

What it does: Assists medical writers in drafting regulatory documents by pulling from clinical data, previous submissions, and approved label text. Tracks submission status across multiple authorities and markets, manages response timelines for health authority questions, and maintains a version-controlled document library.

Setup wizard covers: Regulatory markets in scope, product type (new chemical entity, biosimilar, line extension), document types needed, submission format, and health authority timelines.

Financial Services & Insurance

Financial Crime Investigation & Case Management Agent

AI-powered investigation agent for AML and fraud alert triage, evidence gathering, and case decisioning.

What it does: Receives alerts from transaction monitoring systems, gathers evidence from internal systems (transaction history, KYC records, account behaviour) and open sources, scores risk across multiple financial crime typologies, and produces an investigation summary with a recommended case decision. High-risk cases are escalated automatically; cleared cases are closed with a documented audit trail.

Setup wizard covers: Alert types handled (AML, fraud, sanctions), internal data sources, risk scoring thresholds, escalation rules, SAR filing workflow, and case management system integration.

Lending Case Processor

End-to-end UK mortgage and loan case processing from document intake to decision-ready pack, with full FCA compliance embedded.

What it does: Processes UK mortgage applications end-to-end. The Classification-Extractor OCRs all submitted documents and extracts structured fields. The Validation Agent cross-validates fields and scans for FCA FG21/1 vulnerability indicators. The Affordability Agent applies MCOB 11.6 rules (LTI, DTI, stressed repayment at +3%). The Chase Agent automatically contacts applicants for missing documents via Gmail or Slack. The Exception Routing Agent classifies each case into one of 5 outcomes: REFER-VULNERABLE, REFER-FRAUD, REFER-COMPLEX, REFER-INCOME, or STRAIGHT-THROUGH. The Case Reporter assembles the final Decision-Ready Pack with confidence scores, timestamps, and model version on every output for SYSC 9.1 audit retention. Human underwriter makes the final decision (UK GDPR Art 22A compliance).

Setup wizard covers: Lender name, product types (residential, BTL, remortgage), document checklist, policy thresholds (max LTV, LTI cap), income verification rules, chase communication channel, and escalation contacts.

Regulatory-Compliant Contact Centre Agent

AI contact centre agent with full FCA and GDPR regulatory guardrails for financial services interactions.

What it does: Handles inbound customer interactions for financial services firms with guardrails that enforce regulatory requirements at every step. Applies Consumer Duty outcomes in real time - ensuring communications are clear, fair, and not misleading. Detects vulnerability indicators and adapts responses accordingly. Escalates to a human agent when required by regulation or customer request. Produces a complete interaction audit log for FCA review.

Setup wizard covers: Product lines handled (banking, insurance, investments), regulated activities in scope, escalation triggers, vulnerable customer indicators, CRM and core system integration, and recording/compliance platform.

Media & Entertainment

Advertising Planning & Campaign Operations

Multi-agent automation for the full campaign lifecycle from briefing through performance reporting.

What it does: Ingests campaign briefs and translates them into media plans across channels. Automates the creation of trafficking instructions for ad servers, monitors campaign delivery in real time, and generates performance reports with AI-driven optimization recommendations. Reduces manual operations work across planning, activation, and reporting.

Setup wizard covers: Agency or brand configuration, campaign types (display, video, search, social), media channels, target audience definitions, DSP/ad server integrations, and reporting cadence.

Content Supply Chain & Distribution

Automated content operations from ingest through metadata enrichment and multi-platform distribution.

What it does: Receives raw content assets, automatically generates and enriches metadata (title, synopsis, genre, cast, tags, content ratings), checks rights clearances across territories and platforms, packages content for each distribution channel's technical specifications, and publishes to connected platforms. Flags rights conflicts or missing clearances for human review before distribution.

Setup wizard covers: Content types (long-form, short-form, clips, audio), distribution platforms, metadata schema, rights management system, territory configuration, and content rating standards.

Manufacturing & Automotive

Predictive Maintenance Planner

AI-powered maintenance planning using sensor data and operational history to predict failures before they happen.

What it does: Continuously ingests sensor telemetry and operational data, applies predictive models to calculate failure probability for each asset, and generates prioritized work orders with recommended maintenance actions and parts. Integrates with CMMS to schedule planned maintenance during optimal windows, minimizing production impact. Provides explainable reasoning for each prediction to support maintenance engineers.

Setup wizard covers: Asset types and criticality tiers, sensor data sources, CMMS integration, maintenance window constraints, risk threshold configuration, and escalation rules for critical assets.

Quality Investigation and CAPA

End-to-end quality event management from detection through corrective and preventive action closure.

What it does: Receives quality event notifications (non-conformances, customer complaints, audit findings), triages by severity and product impact, conducts AI-assisted root cause analysis using structured methodologies (5-Why, Fishbone, Fault Tree), generates a CAPA plan with assigned owners and due dates, and tracks implementation to closure. Produces audit-ready documentation for regulatory inspections.

Setup wizard covers: Industry standard (ISO, IATF, FDA), quality event types in scope, product lines and part numbers, RCA methodology preference, CAPA workflow and approvers, and QMS system integration.

Supply Shortage and Exception Response

Proactive supply disruption detection and coordinated exception resolution across the supply chain.

What it does: Monitors supply signals from ERP and supplier systems, detects emerging shortages before they become line-stops, assesses impact across the production schedule, identifies and evaluates alternative sources or substitutions, and orchestrates the cross-functional response (procurement, planning, logistics, manufacturing) with a clear action plan. Escalates critical shortages automatically with pre-populated exception reports.

Setup wizard covers: ERP and supplier portal integration, critical parts list, supplier network configuration, alternative sourcing rules, escalation thresholds, and demand planning system connection.

Customizing a Blueprint After Deployment

Once a blueprint is deployed, it lives in your Control Hub like any other application. The five tabs give you full control:

After clicking Move to Prod, the Application Management dashboard gives you ongoing control across 10 tabs - Agents, App Config, App Refiner, Identity & Access, Observability, Compliance & Security, FinOps, and Settings.