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Specialist AI Partner · Services

AI Customer Support

Support automation that resolves routine volume with grounded answers — and escalates the complex work to your specialists.

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Exact Deliverables

What we build & deploy for your operation

Clear scope boundaries and production deliverables agreed before build begins.

  • Support AI01

    Tier-1 resolution agents

    Accurate handling of repetitive questions with grounded answers from your approved knowledge sources.

  • Integration02

    Ticketing platform integration

    Create, update, tag, and close tickets inside the support tools your team already runs.

  • Escalation03

    Escalation with full context

    Complex issues route to humans with conversation history and suggested next steps attached.

  • RAG04

    Knowledge grounding & citations

    Answers tied to your SOPs and help content — reducing generic chatbot behavior customers reject.

  • Analytics05

    QA & deflection analytics

    Visibility into containment, escalation reasons, and content gaps so support leadership can steer quality.

  • Security06

    Security & access controls

    Role-aware retrieval and encryption practices aligned to how your support org handles customer data.

Security & Compliance Architecture

Enterprise data protection built into every system

We build for mid-market operators with strict privacy, encryption, and compliance mandates. Your operational data remains fully isolated and secure.

  • Data Protection01

    End-to-End Encryption (AES-256 & TLS)

    All data payloads, conversation logs, and database records are encrypted in transit and at rest (AES-256) with zero open exposure.

  • Single-Tenant02

    Isolated Environments & Private Infrastructure

    Deploy inside your private cloud environment or isolated single-tenant infrastructure, with staging fully separated from production.

  • IP Safety03

    Zero Public Model Training

    Your proprietary operational data, scripts, and customer interactions are strictly private and never used to train third-party models.

  • Compliance Ready04

    SOC 2-Aligned Practices & GDPR Compliance

    Built-in role-based access control (RBAC), immutable audit logs, secret rotation, and full GDPR / UK DPA data compliance, following SOC 2-aligned security practices.

Delivery Roadmap

HowMirlo Systems delivers

From disciplined discovery to production cutover and retained optimization - every engagement follows a clear delivery model built for mid-market and enterprise operators.

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00-1

Phase 01 · Discovery & Diagnosis

00-2

Phase 02 · Design & Architecture

00-3

Phase 03 · Staging Build

00-4

Phase 04 · Testing & Validation

00-5

Phase 05 · Integration & Go-Live

00-6

Phase 06 · Support & Optimization

  1. Phase 01 · Discovery & Diagnosis: We map your current support workflows, knowledge base, and ticketing stack, systems, constraints, and success metrics before any build starts — with a written scope and sign-off.
  2. Phase 02 · Design & Architecture: We design the technical architecture, data flows, security plan, and success criteria. Nothing moves to build without your approval.
  3. Phase 03 · Staging Build: We build in an isolated staging environment against your stack — never directly on live production systems.
  4. Phase 04 · Testing & Validation: We validate against agreed metrics, edge cases, and security requirements, then run client UAT before go-live.
  5. Phase 05 · Integration & Go-Live: We execute a phased cutover with monitoring and a rollback plan so operational risk stays controlled.
  6. Phase 06 · Support & Optimization: We stay accountable after launch with performance reviews, tuning, and a named point of contact — not a ticket black hole.

Find your starting point

Wherever you are with AI, we meet you there

Select your current stage of AI adoption to see how Mirlo Systems helps you move forward with clarity and measurable ROI.

  • Stage 01

    "We haven't started with AI yet"

    Not sure where AI actually fits in your operation. We run a focused audit, show you exactly where it pays off, and build a prioritized roadmap - before you spend on anything.

    AI Strategy & AdvisoryAuditRoadmap
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  • Stage 02

    "We tried AI and it didn't stick"

    A chatbot or off-the-shelf tool didn't hold up in real operations. We rebuild it properly - integrated with your actual systems and tested against real workload, not a controlled test.

    Custom AI DevelopmentIntegrationRebuild
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  • Stage 03

    "AI is working, we want more of it"

    One system is proving out. Now scale it - more coverage, more automation, better reporting - without breaking what's already working.

    Workflow AutomationAI Reporting & AnalyticsScale
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Service Common Questions

Common Questions

No. Mirlo Systems builds systems that absorb routine volume so specialists spend time on exceptions, accounts, and complex cases — not inbox triage.

Will this replace our support team?
No. Mirlo Systems builds systems that absorb routine volume so specialists spend time on exceptions, accounts, and complex cases — not inbox triage.
How do you avoid generic chatbot answers?
We ground responses in your approved knowledge and design escalation rules. If the system is not confident, it hands off — it does not invent policy.
Can it work with our existing helpdesk?
Yes. Discovery maps your ticketing, CRM, and knowledge tools. We integrate into the stack rather than forcing a platform migration.
Do we own the support automation?
Yes. Prompts, workflows, integrations, and access belong to you. We partner on delivery and ongoing optimization.
How do we start?
Get a free assessment. We review volume patterns, knowledge quality, and escalation paths, then recommend a production-ready scope.