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WE ARE SGMT

Automation Infrastructure for Modern Commercial & Regulated Industries

SGMT builds deterministic automation systems, hybrid execution engines, and modular financial platforms that power mission‑critical operations for commercial enterprises and regulated environments. Our products— Operavia, Finovia, Posovia, and Earnovia—form a unified automation and financial OS, while our services deliver the engineering, integration, and workflow execution needed to deploy them at scale.

Founded in 2020, SGMT is a trusted partner for organizations seeking reliable automation, secure data workflows, and modern execution infrastructure across finance, operations, compliance, and enterprise systems.

SGMT

Our Services

SGMT delivers automation infrastructure, workflow engineering, and execution‑layer services for modern commercial and regulated organizations. We design, deploy, and operate deterministic automation systems, hybrid execution pipelines, and secure data workflows that power mission‑critical operations.

Automation Cluster Deployment

We architect and deploy modular automation clusters capable of high‑throughput workflow execution, browser automation, data extraction, and SLA‑bound task processing. Built for reliability, auditability, and scale.

Workflow Engineering & Orchestration

SGMT designs deterministic workflows using schema‑validated transitions, replayable telemetry, and hybrid execution models. We build the operational logic that powers finance, operations, compliance, and enterprise systems.

Custom Integrations & System Modernization

We modernize legacy systems and integrate SGMT platforms— Operavia, Finovia, Posovia, and Earnovia—into existing enterprise environments. Our work ensures clean data flows, stable execution, and long‑term maintainability.

Browser Automation & Data Operations

High‑fidelity browser automation for regulated workflows, including data extraction, classification, enrichment, and structured output generation. Built for accuracy and compliance‑ready audit trails.

Enterprise AI Execution

We implement AI‑assisted workflows inside deterministic execution pipelines—ensuring reliability, guardrails, and predictable outcomes. AI becomes a controlled operator, not an unpredictable black box.

Security, Compliance & Auditability

SGMT builds secure, traceable automation systems with full audit logs, deterministic behavior, and compliance‑aligned data handling. Ideal for finance, operations, and regulated industries requiring trust and transparency.

Our Products

Operavia — Deterministic Automation & Execution Layer

Operavia — Deterministic Automation & Execution Layer

The execution engine for browser, API, ML, and human‑in‑the‑loop workflows.

What it does

  • Orchestrates deterministic workflows across hybrid operators
  • Executes browser, API, and ML tasks at scale
  • Captures replayable telemetry for every action

Why it matters

  • Guarantees correctness and auditability
  • Eliminates drift across distributed workflows
  • Enables hybrid AI labor without chaos

Who uses it

  • Automation engineers
  • Ops teams
  • Compliance teams
  • AI workflow architects

Hooks into

  • Structovia (schema)
  • Hybridovia (operators)
  • Validovia (data validation)
  • Finovia (financial events)
Structovia — Workflow Schema & Process Modeling

Structovia — Workflow Schema & Process Modeling

The schema layer that defines workflow structure, transitions, and validation.

What it does

  • Defines workflow schemas and transitions
  • Validates workflow structure before execution
  • Ensures typed, deterministic workflow logic

Why it matters

  • Prevents invalid or drifting workflows
  • Creates predictable automation behavior
  • Forms the backbone of deterministic execution

Who uses it

  • Workflow architects
  • Automation engineers
  • Compliance teams

Hooks into

  • Operavia (execution)
  • Validovia (data validation)
  • Agentovia (governance)
Hybridovia — Hybrid Execution Layer

Hybridovia — Hybrid Execution Layer

Unifies browser, API, ML, and human operators into a single deterministic pipeline.

What it does

  • Executes browser automation at scale
  • Runs API and ML operators deterministically
  • Routes tasks to humans when required

Why it matters

  • Combines AI and human labor safely
  • Ensures every operator action is logged
  • Supports complex hybrid workflows

Who uses it

  • AI operations teams
  • Automation engineers
  • Human‑in‑the‑loop teams

Hooks into

  • Operavia (execution)
  • Structovia (schema)
  • Validovia (validation)

Stage: In Development

Validovia — Data Validation & Enrichment Engine

Validovia — Data Validation & Enrichment Engine

Ensures deterministic, validated, enriched data before workflows execute.

What it does

  • Validates structured and unstructured data
  • Runs enrichment pipelines
  • Detects anomalies and inconsistencies

Why it matters

  • Prevents hallucinations and bad inputs
  • Improves workflow reliability
  • Ensures clean, deterministic data

Who uses it

  • Data engineering teams
  • AI workflow teams
  • Compliance teams

Hooks into

  • Structovia (schema)
  • Operavia (execution)
  • Finovia (financial events)

Stage: In Development

Finovia — Financial Ledger & Settlement Engine

Finovia — Financial Ledger & Settlement Engine

The programmable financial core for deterministic settlement and reconciliation.

What it does

  • Processes financial events deterministically
  • Runs reconciliation pipelines
  • Executes programmable ledger logic

Why it matters

  • Eliminates financial drift
  • Ensures audit‑ready financial records
  • Supports high‑volume financial operations

Who uses it

  • Finance teams
  • Marketplace operators
  • Compliance teams

Hooks into

  • Earnovia (earnings)
  • Posovia (commerce)
  • Regulovia (compliance)
Earnovia — Earnings, Payouts & Reconciliation

Earnovia — Earnings, Payouts & Reconciliation

Handles earnings logic, payout scheduling, commissions, and reconciliation.

What it does

  • Calculates earnings and commissions
  • Schedules payouts deterministically
  • Reconciles financial events with Finovia

Why it matters

  • Ensures accurate payouts
  • Eliminates reconciliation drift
  • Supports transparent financial reporting

Who uses it

  • Finance teams
  • Marketplace operators
  • Revenue operations

Hooks into

  • Finovia (financial core)
  • Posovia (commerce)
Posovia — Commerce & Point‑of‑Sale Infrastructure

Posovia — Commerce & Point‑of‑Sale Infrastructure

A unified commerce layer for retail, e‑commerce, and omnichannel operations.

What it does

  • Manages products and inventory
  • Synchronizes pricing and stock
  • Processes transactions with clean APIs

Why it matters

  • Unifies POS and e‑commerce
  • Ensures real‑time accuracy
  • Integrates directly with Finovia and Earnovia

Who uses it

  • Retail operators
  • Marketplace teams
  • Commerce engineering

Hooks into

  • Finovia (financial events)
  • Earnovia (earnings)
Regulovia — Audit & Compliance Layer

Regulovia — Audit & Compliance Layer

Provides immutable logging, evidence generation, and policy enforcement.

What it does

  • Captures immutable audit logs
  • Generates evidence packs
  • Enforces workflow policies

Why it matters

  • Supports regulated industries
  • Ensures full traceability
  • Prevents unauthorized workflow transitions

Who uses it

  • Compliance teams
  • Government agencies
  • Enterprise risk teams

Hooks into

  • Finovia (financial events)
  • Agentovia (governance)

Stage: In Development

Agentovia — Agent Governance Layer

Agentovia — Agent Governance Layer

Controls agent permissions, sandboxing, escalation, and human override.

What it does

  • Manages agent roles and permissions
  • Provides secure sandboxing
  • Handles escalation and override logic

Why it matters

  • Prevents rogue agent behavior
  • Ensures safe AI execution
  • Supports multi‑agent workflows

Who uses it

  • AI governance teams
  • Security teams
  • Automation architects

Hooks into

  • Structovia (schema)
  • Regulovia (compliance)

Stage: In Development

Workforce Builder — Role, Task & Checkpoint Designer

Workforce Builder — Role, Task & Checkpoint Designer

The control plane for defining multi‑agent workforces and human‑in‑the‑loop checkpoints.

What it does

  • Models roles and capabilities
  • Defines task sequences and dependencies
  • Creates human review checkpoints

Why it matters

  • Enables governed hybrid workflows
  • Ensures safe agent‑to‑agent handoffs
  • Supports enterprise‑grade workforce design

Who uses it

  • Ops teams
  • Automation architects
  • Governance teams

Hooks into

  • Operavia (execution)
  • Agentovia (governance)

Stage: In Development

Services with Product Hooks

SGMT offers enterprise-grade services that leverage its modular infrastructure — from agent governance to financial automation. Each service is powered by one or more SGMT products, ensuring deterministic execution, auditability, and compliance.

Structovia→Hybridovia→Regulovia

Workflow Engineering for AI Labor Pools

Design deterministic multi-agent workflows using Structovia, Hybridovia, and Regulovia.

Regulovia→Finovia

Compliance Automation Consulting

Replace manual review with deterministic automation using Regulovia and Finovia.

Finovia→Earnovia→Posovia

Financial Ops Automation

Automate reconciliation, payouts, ledger matching, and invoice validation.

Agentovia

Agent Deployment & Governance Audits

Review agent deployments for risk, compliance, and performance using Agentovia.

Validovia

Data Quality & Enrichment Services

Validate and enrich structured/unstructured data using Validovia.

Operavia→Hybridovia

Execution Infrastructure Deployment

Deploy modular automation clusters for browser, API, ML, and human-in-the-loop execution.

Regulovia→Finovia

Audit & Evidence Generation

Generate compliance-grade audit trails and evidence packs.

Posovia→Finovia→Earnovia

Commerce Workflow Engineering

Build omnichannel commerce flows integrated with financial logic.

Operavia→Hybridovia→Structovia

Legacy Workflow Modernization

Replace brittle legacy workflows with deterministic automation pipelines.

Operavia→Posovia→Finovia

System Integration Engineering

Integrate ERP, CRM, HRIS, POS, and custom systems into unified workflows.

Operavia→Hybridovia

API & Microservice Orchestration

Design API-first workflows that unify fragmented systems.

Validovia→Hybridovia→Regulovia

Document Workflow Automation

Extract, classify, validate, and route documents with deterministic accuracy.

Agentovia→Regulovia

AI Identity & Access Control Architecture

Define identity, permissions, and access boundaries for agents and workflows.

Regulovia→Operavia

Zero‑Trust Workflow Enforcement

Ensure every workflow step is validated, authorized, and logged.

Regulovia→Finovia

Security Posture Automation

Automate evidence collection, policy checks, and compliance controls.

Validovia→Structovia

Semantic Layer Modeling

Define schemas, ontologies, and structured representations for AI workflows.

Validovia→Hybridovia

Feature Store & Data Prep Pipelines

Prepare structured data for ML/AI operators.

Validovia→Operavia

Data Contract Enforcement

Guarantee upstream systems deliver clean, validated data.

Hybridovia→Operavia

ML Operator Integration

Embed ML models into deterministic workflows.

Validovia→Regulovia

Model Validation & Guardrail Engineering

Validate ML outputs, enforce correctness, and escalate exceptions.

Hybridovia→Validovia

Model Monitoring & Drift Detection

Track model performance, drift, and anomalies.

Structovia→Operavia

Process Mapping & Redesign

Identify bottlenecks and redesign workflows for automation.

Hybridovia→Validovia

AI‑Driven Process Optimization

Use telemetry and observability to optimize workflows.

Operavia→Finovia→Regulovia

Cross‑Department Workflow Unification

Unify finance, ops, compliance, and customer service workflows.

Our Capabilities

SGMT delivers automation infrastructure, workflow engineering, and execution‑layer capabilities for modern commercial and regulated organizations. Our work spans deterministic automation, hybrid execution, secure data workflows, and the integration of SGMT’s platform ecosystem—Operavia, Finovia, Posovia, and Earnovia.

Automation Cluster Deployment

We design and deploy modular automation clusters capable of high‑throughput workflow execution, browser automation, data extraction, and SLA‑bound task processing. Built for reliability, auditability, and scale across commercial and regulated industries.

Workflow Engineering & Orchestration

SGMT builds deterministic workflows using schema‑validated transitions, replayable telemetry, and hybrid execution models. We engineer the operational logic that powers finance, operations, compliance, and enterprise systems.

System Modernization & Integration

We modernize legacy systems and integrate SGMT platforms— Operavia, Finovia, Posovia, and Earnovia—into existing enterprise environments. Our modernization work ensures clean data flows, stable execution, and long‑term maintainability.

Browser Automation & Data Operations

High‑fidelity browser automation for regulated workflows, including data extraction, classification, enrichment, and structured output generation. Designed for accuracy and compliance‑ready audit trails.

Enterprise AI Execution

We implement AI‑assisted workflows inside deterministic execution pipelines—ensuring reliability, guardrails, and predictable outcomes. AI becomes a controlled operator, not an unpredictable black box.

Security, Compliance & Auditability

SGMT builds secure, traceable automation systems with full audit logs, deterministic behavior, and compliance‑aligned data handling. Ideal for finance, operations, and regulated industries requiring trust and transparency.

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Contact Info

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