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Our Services

Local-first AI, real automation, and 5+ years of Azure cloud — so nothing gets wasted

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Years of Hands-on Engineering Fundamentals
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X Employee Acceleration with Human-in-the-Loop AI
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% Savings vs. Cloud AI Subscriptions with Local Deployment

Automation Capabilities Across the Stack

Composable services for data, apps, people, and policy. Deploy on your own hardware, in the cloud, or both — we build where it makes financial sense.

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Process Orchestration

Durable workflows with human checkpoints and SLAs.

Saga patterns
Retry and DLQ
Events and Pub-Sub
Audit trails
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Agents and Copilots

Task-grounded agents that read, decide, and act with guardrails.

Retrieval QA
Tool use
Policy gates
PII redaction
description

Document Intelligence

Classify, extract, validate, and enrich documents with HITL UI.

Template free
Confidence UI
Validation rules
Enrichment
hub

Integration and APIs

ERP and CRM connectors, legacy adapters, secure data exchange.

REST and GraphQL
Webhooks
gRPC
ETL and ELT
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Forms and Letters

Accurate creation of letters, notices, and eForms with audit logs.

Schema validated
Mail merge APIs
Digital signing
Templates as code
apps

App Factory and Web

From intake portals to full apps with CI and CD scaffolds.

React and Next
.NET and Node
API gateways
AuthN and AuthZ
science

Testing and QA

Contract tests, data quality checks, synthetic monitoring.

Playwright
Schema checks
Golden data
Pipelines
insights

AIOps and Observability

Logs, traces, metrics, anomaly detection, and auto remediation.

OpenTelemetry
Runbooks
Alert routing
SLOs
call

Voice and Telephony

Call intake, status lookups, and guided flows with handoff.

IVR
Speech to text
Queue rules
Escalation
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Compliance and Records

Retention, DLP, legal hold, and proof of deletion pipelines.

Policy as code
CMK and HSM
Data lineage
PII minimization
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Platform Engineering

Golden paths for teams. Scaffolds, templates, self service.

Kubernetes
GitOps
Serverless
FinOps
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RPA and UI Automation

Browser and desktop automation where APIs do not exist.

Selectors
Resilience
Attended and Unattended
Robust logging
bolt Four Week MVP Path policy Protected B Ready savings Cost Optimized

Four Core Service Offerings

30 years of building real systems. We know what works, what's hype, and where your money should actually go.

precision_manufacturing

Intelligent Automation

Platforms that actually do the work — with humans in the loop, not out of the picture. We build automation that accelerates your employees 10X, runs on your infrastructure, and pays for itself in months instead of racking up cloud fees forever.

Capabilities
  • Robotic Process Automation (RPA) - UiPath, Automation Anywhere, Power Automate
  • Workflow Orchestration - n8n, Temporal, Apache Airflow
  • API Integration & Middleware - REST, GraphQL, message queues
  • Business Process Management - End-to-end process automation
  • Human-in-the-Loop - Exception handling and approvals
  • Audit & Compliance - Full traceability and logging
Typical Outcomes
70-90%
Reduction in manual processing time
99.9%
Accuracy in data extraction
3-6
Months to achieve ROI
1000s
Transactions processed per day
Ideal For

Finance operations, HR onboarding, supply chain management, customer service automation, compliance reporting, invoice processing, data migration

psychology

Applied AI & Machine Learning

Small language models and vision models deployed locally on your hardware — not another chatbot wrapper calling a $1,000/month cloud API. We train custom AI on your data so it understands your business, runs at the edge, and keeps your information private.

Capabilities
  • Document AI - OCR, form extraction, document classification
  • Natural Language Processing - Text analysis, sentiment, summarization
  • Predictive Analytics - Forecasting, anomaly detection
  • Computer Vision - Image classification, object detection
  • Local & Cloud LLMs - Small models (7B-70B) via LM Studio/Ollama, plus GPT-4 and Claude when cloud makes sense
  • Recommendation Systems - Personalization engines
Technology Stack
LM Studio
Ollama
Llama / Mistral / Phi
OpenAI GPT-4
Anthropic Claude
Azure Document Intelligence
Tesseract OCR
PyTorch
ONNX Runtime
LangChain
ChromaDB
Weaviate
Use Cases
Invoice Processing: Extract line items, validate totals, route for approval
Contract Analysis: Extract key clauses, flag compliance risks
Customer Inquiry Routing: Classify, prioritize, assign automatically
Demand Forecasting: Predict inventory needs, optimize stock levels
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Cloud Modernization

With 5+ years of hands-on Azure experience, we help you right-size your cloud — move what should be local back to the edge, keep what needs scale or compliance in Azure, and eliminate waste everywhere else. We're not anti-cloud; we're anti-spending money where it doesn't need to be spent.

Services
  • Cloud Migration Strategy & Execution - Assessment to cutover
  • Containerization - Docker, Kubernetes (EKS, AKS, GKE)
  • Serverless Architecture - Lambda, Cloud Functions, Azure Functions
  • Infrastructure as Code - Terraform, Pulumi, CloudFormation
  • DevOps & CI/CD - GitHub Actions, GitLab CI, Azure DevOps
  • Cost Optimization (FinOps) - Budget guardrails, rightsizing
Platforms We Support
cloud
AWS
EC2, S3, Lambda, RDS, ECS/EKS
cloud
Azure
VMs, Blob, Functions, AKS
cloud
GCP
Compute, Storage, Cloud Run
apartment
Hybrid
Multi-cloud, on-prem
Benefits

check_circle 40-60% reduction in infrastructure costs

check_circle 99.99% uptime SLAs with auto-failover

check_circle Auto-scaling for traffic spikes

check_circle Disaster recovery & backup automation

insights

Data Engineering & Analytics

Your data stays yours — pipelines that run where you need them, not where a vendor wants them. We build ingestion, transformation, and analytics infrastructure that can live on your servers, in the cloud, or split across both. No lock-in, full ownership.

Services
  • Data Pipeline Development - ETL/ELT batch and streaming
  • Data Warehouse Design - Snowflake, BigQuery, Redshift
  • Real-time Streaming - Kafka, Kinesis, Pub/Sub
  • Business Intelligence - Power BI, Tableau, Metabase
  • Data Governance & Quality - Lineage, validation, masking
  • Master Data Management - Single source of truth
Deliverables
Automated Data Pipelines
Scheduled batch jobs and real-time streaming ingestion with monitoring
Executive Dashboards
KPI tracking, trend analysis, drill-down capabilities
Self-Service Analytics
Empower business users with guided exploration tools
Data Quality Monitoring
Automated validation, alerting, and compliance frameworks
Technology Stack
Apache Airflow
dbt
Snowflake
BigQuery
Redshift
Kafka
Spark
Power BI
Tableau
PostgreSQL
MongoDB

Compare Our Services

See which service offering best fits your project needs

Feature
precision_manufacturing
Intelligent Automation
Process Automation
psychology
Applied AI & ML
AI Solutions
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Cloud Modernization
Infrastructure
storage
Data Engineering
Data & Analytics
Timeline & Investment
Typical Timeline 4-12 weeks 6-16 weeks 8-20 weeks 6-14 weeks
Starting Investment $10K - $50K $25K - $75K $30K - $100K $20K - $60K
ROI Timeframe 3-6 months 6-12 months 12-24 months 6-12 months
Core Capabilities
RPA & Workflow Automation checkIncluded ~Partial closeNot included ~Partial
Document AI & OCR ~Partial checkIncluded closeNot included closeNot included
Large Language Models (GPT-4, Claude) ~Partial checkIncluded closeNot included closeNot included
Predictive Analytics & ML Models closeNot included checkIncluded closeNot included ~Partial
Cloud Migration & Optimization closeNot included ~Partial checkIncluded ~Partial
Kubernetes & Containerization closeNot included closeNot included checkIncluded closeNot included
Data Pipelines (ETL/ELT) ~Partial ~Partial closeNot included checkIncluded
Data Warehousing (Snowflake, BigQuery) closeNot included closeNot included ~Partial checkIncluded
Business Intelligence Dashboards ~Partial ~Partial closeNot included checkIncluded
Ideal Use Cases
Best For Repetitive manual tasks, invoice processing, data entry Document extraction, chatbots, content generation Legacy modernization, scalability, cost optimization Reporting, dashboards, data-driven decisions
Support & Deliverables
Full Source Code checkIncluded checkIncluded checkIncluded checkIncluded
Documentation & Knowledge Transfer checkIncluded checkIncluded checkIncluded checkIncluded
Ongoing Support (Optional) checkIncluded checkIncluded checkIncluded checkIncluded
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Included
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Partial / Optional
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Not Included

Deployment Options

On-prem, private cloud, public cloud, hybrid, or local mini-cloud appliance. Same patterns. Same observability.

lock Compliance first
Selector
buildRecommend Stack

Recommended Optional Not required

    Capability Coverage

    Radar updates to visualize fit for orchestration, AI, data, security, and ops.

    Solution Blueprints

    Reference patterns to cut risk and time to value.

    Document to System
    • Ingress: SFTP, email, inbox API, scanners
    • AI: classify -> extract -> validate -> enrich
    • Human review UI with confidence thresholds
    • Downstream: ERP or CRM, data lake, queue
    Spend Guardrails
    • Budget policy as code with automated remediation
    • Idle resource detection and rightsizing
    • Chargeback dashboards with tags
    Ticket Triage and Agent
    • LLM tagging and routing
    • Self serve runbooks and safe tool use
    • Time to resolution KPIs and alerts
    Retention and DLP
    • Data classification at ingest
    • Policy engines for PII and secrets
    • Proof of deletion logs
    Service modules, timelines, and metrics are starting points. We scope the engagement with you after understanding your systems and goals.

    Web Design, Hosting, and Local Cloud

    Modern sites, custom apps, and hosting choices sized to the job.

    web

    Custom Web Design

    Pages, landing sites, and portals. Fast, accessible, and SEO ready.

    Design system
    Responsive
    Dark mode
    CMS optional
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    Hosting Options

    Public cloud, private tenancy, or a local mini cloud appliance.

    TLS and WAF
    Backups
    Monitoring
    CDN
    widgets

    Small Project Quickstart

    Scoped builds and micro tools. Fixed price options available.

    1 to 4 weeks
    Audit logs
    Handover docs
    Ownership

    Industries We Empower

    We solve process heavy challenges across sectors.

    account_balance
    Finance and Insurance

    Compliance checks, claims, onboarding with accuracy and speed.

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    Professional Services

    Document review, case management, and client intake automation.

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    Logistics and Supply Chain

    Inventory, reconciliation, and tracking with real time data.

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    Public Sector

    Document processing, service delivery, and reporting improvements.

    Why Partner with MIA

    badge
    30 Years of Fundamentals

    Using computers since the 90s. Full stack understanding from bare metal to cloud — we know what's solid engineering and what's just hype.

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    Local-First, Cloud When It Makes Sense

    A $5,000 server can replace $10,000/month in cloud AI fees — so we start there. And when Azure is the right call — for compliance, global scale, or disaster recovery — we build that too. 5+ years of cloud experience means we know the difference.

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    Human-in-the-Loop, Always

    We accelerate your employees 10X — not replace them. Your team stays in control, with AI handling the heavy lifting.

    Team collaboration

    Frequently Asked Questions

    • help_outlineWhat's the difference between automation and AI?

      Automation handles repetitive, rule-based tasks (moving data, triggering workflows, processing forms). AI adds intelligence — understanding documents, making predictions, answering questions. We often combine both: AI extracts data, automation acts on it.

    • help_outlineDo I need cloud infrastructure for this?

      Not necessarily. We default to local-first: models and automations running on your hardware. Azure cloud is available when it makes sense (global scale, compliance, disaster recovery), but we never push cloud where it wastes money.

    • help_outlineHow long does a typical project take?

      Discovery takes 1-2 weeks. An MVP pilot usually ships in 4-6 weeks. Full production rollout depends on scope, but we measure ROI from the pilot stage so you see value early.

    • help_outlineWhat if I already have some automation in place?

      Great. We audit what you have, identify gaps and overlaps, and build on your existing investment. We don't rip and replace — we extend and optimize.

    • help_outlineDo you replace employees with automation?

      No. We build human-in-the-loop platforms that accelerate your team 10X. AI handles the repetitive work, your people handle judgment calls and exceptions.

    Ready to Right-Size Your AI and Start Owning the Results

    Tell us what's eating your team's time. We'll show you what belongs local, what belongs in the cloud, and what's just wasting money — then build a working prototype in four weeks.

    Let's Break It Down