Custom AI operating systems

Custom AI operating systems, live in as little as two weeks.

Meridian builds focused AI systems for calls, follow-up, automations, scheduling, document retrieval, and operational workflows — custom-built around how your organization actually works.

14-day build sprintInbound + outbound AI voiceWorkflow automationsDocument & knowledge agentsBuilt by a healthcare AI & operations founder
The offer

Four focused systems. Calls, follow-up, workflows, and knowledge handled.

The goal is not to replace your team. The goal is to remove the repetitive work that keeps your team from doing higher-value work.

01

Inbound Voice AI

Overflow and after-hours call handling for organizations where missed calls create lost opportunities, delayed service, or unnecessary staff pressure.

  • Custom voice agent and routing logic
  • Caller information captured and summarized
  • Call summaries sent to the right person
  • Escalation rules for urgent, sensitive, or out-of-scope calls
  • Booking links or callback notes where appropriate
02

Outbound Voice AI

Structured outbound calling for follow-up, reminders, confirmations, intake completion, and information collection.

  • Appointment reminders and follow-up calls
  • Medication or information confirmation workflows
  • Intake and check-in calls
  • Scheduled call lists
  • Staff summaries and exception routing
03

Workflow Automations

Automations that connect repetitive work across forms, email, calendars, CRMs, spreadsheets, booking tools, and internal processes.

  • Form-to-summary workflows
  • Calendar and booking automations
  • Lead routing and CRM updates
  • Internal notifications and task creation
  • Reporting and follow-up workflows
04

Document & Knowledge Agents

AI systems that ingest PDFs, websites, bylaws, policies, manuals, and internal documents so teams can retrieve reliable answers from complex information.

  • PDF, website, and document ingestion
  • Structured retrieval from large document sets
  • Referenced answers from source material
  • Extraction of clauses, metrics, definitions, and requirements
  • Useful for planning, compliance, operations, and internal knowledge
Why it matters

Most organizations do not have an AI problem. They have an operational bottleneck.

When calls are missed, follow-ups are delayed, documents are hard to search, and staff are stuck repeating the same administrative work, the organization leaks time, revenue, and service quality.

Meridian starts by identifying the bottleneck. Then we build only where the economics and workflow make sense.

The goal is not to replace your team. The goal is to remove the repetitive work that keeps your team from doing higher-value work.

Recovery calculator

Run the quick math.

Use rough numbers. The diagnostic replaces assumptions with real workflow, call, follow-up, or document-search data.

$225,00075 opportunities/year potentially lost before follow-up.
Other workflows Meridian can quantify
  • Missed calls and unreturned voicemails
  • Staff hours spent on routine outbound calls
  • Time spent manually collecting intake information
  • Time spent searching planning, policy, or internal documents
  • Repetitive admin tasks across email, forms, calendars, and CRMs
Implementation

Built like an operating system, not a software experiment.

Every engagement is scoped tightly enough to ship, test, stabilize, and measure without dragging your organization into a six-month technology project.

1

Diagnose

Map the workflow, call volume, document base, handoffs, current tools, leakage points, and operational value.

2

Design

Write the scripts, prompts, routing logic, escalation rules, knowledge sources, automations, and acceptance criteria.

3

Build

Deploy the voice system, automation workflow, document agent, dashboard, notifications, or reporting layer.

4

Stabilize

Run test scenarios, tune prompts, review outputs, monitor quality, and improve the system based on real usage.

Engagement model

Custom AI Systems

Pricing depends on workflow complexity, document volume, required integrations, compliance requirements, and internal review needs.

01

Inbound Voice AI

$7,000 starting build
$1,500/mo from month two
Build timeline14 business days
Post-launch support30-day stabilization
Tool costsPassed through at cost
ContractMonth-to-month after launch
02

Outbound Voice AI

$9,000 starting build
$2,000/mo from month two
Build timeline14 business days
Post-launch support30-day stabilization
Tool costsPassed through at cost
ContractMonth-to-month after launch
03

Workflow Automations

$5,000 starting build
$1,000/mo from month two
Build timeline10–14 business days
Post-launch support30-day stabilization
Tool costsPassed through at cost
ContractMonth-to-month after launch
04

Document & Knowledge Agents

$8,000 starting build
$1,500/mo from month two
Build timeline14 business days
Post-launch support30-day stabilization
Tool costsPassed through at cost
ContractMonth-to-month after launch

Paid audit option

For organizations that want more rigor before implementation: a two-week paid diagnostic/audit at $4,000, credited toward the full build if you proceed.

Operating boundaries

Meridian systems do not replace professional judgment, clinical judgment, legal review, planning expertise, or internal decision-making. They capture, route, summarize, retrieve, escalate, and automate defined operational workflows. For healthcare use cases, Meridian does not diagnose, provide medical advice, alter charts independently, or replace licensed clinical staff.

What is intentionally excluded

No deep enterprise migration during the first sprint. No full EHR or ERP overhaul. No historical data migration unless separately scoped. No broad technology transformation project. No unsupervised decision-making in clinical, legal, financial, or regulated workflows.

Founder-led

Built by Pierce Colpman.

Victoria-based operator building practical AI systems for organizations where the operational ROI is visible: calls, follow-up, intake, scheduling, document retrieval, and repetitive administration.

Credibility

Healthcare AI, translational medicine, development, and real operating work.

  • Healthcare AI operations: experience deploying AI-enabled health systems across clinics, hospitals, and homes.
  • Scientific background: MSc Translational Medicine from Queen's University, with research experience in mitochondrial dynamics, cancer, and pulmonary arterial hypertension.
  • Operator frame: implementation discipline from healthcare technology, real estate development, stakeholder management, and local business operations.
  • Meridian posture: focused custom builds, not a broad agency selling generic automation.
FAQ

Clean answers before the diagnostic.

Is this a chatbot?

No. The value is the operating layer: calls, routing, follow-up, workflow automation, document retrieval, monitoring, and performance reporting.

How fast can a system go live?

A focused first system can often be live in as little as two weeks. More complex integrations, regulated workflows, or large document bases may require additional time.

Do I need full API integration to start?

No. Many useful systems can start with lightweight handoffs, summaries, forms, calendars, notifications, and staff review before deeper integrations are built.

Does Meridian replace staff?

No. Meridian removes repetitive operational work so staff can focus on higher-value judgment, service, and relationship work.

Can this work outside healthcare?

Yes. Meridian can build systems for service businesses, developers, professional services, planning workflows, operations-heavy teams, and document-heavy organizations.

What does the monthly support cover?

Monitoring, prompt tuning, workflow improvements, performance reporting, review of outputs, minor revisions, and ongoing optimization.

Does this make regulated decisions?

No. Meridian systems are designed for capture, retrieval, routing, summarization, and escalation. Professional decision-making remains with the appropriate human expert.

Find out whether the workflow is worth automating.

Bring rough numbers: missed calls, follow-up volume, staff time, document-search burden, repetitive workflows, or any process your team cannot complete consistently. Meridian will map the workflow and identify whether a focused AI system is worth building.

Book diagnostic