Speed and autonomy without risk.
What do you want to achieve today?
Describe what you're trying to accomplish. FraiOS figures out how to make it happen.


What can you build?
201 reasons to get started
- find yours
Select your role. Every use case is something you can build through conversation — no code, no IT ticket, no waiting.

Dal
Security

Humin
Research

Chrono
Compliance

Meti
Workflows

Provi
ML Agent

Tychi
Data analyst

Dex
Cheif of Staff
The CFO needs financial clarity, compliance assurance, and the ability to model scenarios without waiting for the FP&A team to build spreadsheets.
Use Case


Real-time financial dashboard
Research
Tychi
Revenue, margins, cash flow, A/R aging, budget variance — pulled live from your financial systems, not from last month's export
Try This
Build me a real-time financial dashboard


Budget variance analysis
Research
Tychi
Actual vs. plan at any granularity — by department, project, cost center — with automatic root-cause drill-down
Try This
Build me a budget variance analysis


Regulatory compliance framework
Research
Chrono
Continuous monitoring for SOX, IFRS, GAAP, or industry-specific financial regulations — with immutable audit trail
Try This
Build me a regulatory compliance framework


Invoice and billing workflows
Workflows
Meti
From time/usage capture to invoice generation to approval to delivery to collections follow-up — fully automated with HITL at approval gates
Try This
Build me a invoice and billing workflows


FinOps AI cost tracking
Research
Chrono
Every AI agent's cost, token usage, and model selection tracked and visualized — so you know the ROI of your agent workforce
Try This
Build me a finops ai cost tracking


Cash flow prediction model
Prediction Models
Provi
Forecasts cash position using receivables aging, payables schedule, revenue pipeline, and historical payment patterns
Try This
Build me a cash flow prediction model


Audit-ready event trail
Research
Chrono
Every financial transaction, approval, and system change captured as an immutable, sequenced, enriched event — ready for internal or external audit at any time
Try This
Build me a audit-ready event trail


Expense anomaly detection
Prediction Models
Provi
Model that learns normal spending patterns by department, vendor, and category — flagging unusual charges, duplicate payments, and policy violations automatically
Try This
Build me a expense anomaly detection


Accounts receivable aging dashboard
Research
Tychi
Who owes what, how overdue, collection probability by customer segment — with automated escalation workflows for past-due balances
Try This
Build me a accounts receivable aging dashboard


Procurement approval workflow
Workflows
Meti
Purchase requests routed by amount, category, and budget availability — auto-approved within policy, escalated with full context when they're not
Try This
Build me a procurement approval workflow


Financial close workflow
Workflows
Meti
Month-end and quarter-end close process automated: reconciliation triggers, journal entry reviews, sign-off routing, reporting package compilation
Try This
Build me a financial close workflow


Profitability analysis by segment
Research
Tychi
Margin analysis by product line, customer cohort, geography, or channel — blending revenue data with fully-loaded cost allocation
Try This
Build me a profitability analysis by segment


Tax compliance monitoring
Research
Chrono
Tracks obligations across jurisdictions, flags filing deadlines, monitors regulatory changes, and maintains the documentation trail
Try This
Build me a tax compliance monitoring


Working capital optimization model
Prediction Models
Provi
Balances receivables, payables, and inventory to maximize cash availability — predicting the impact of payment term changes or early-pay discounts
Try This
Build me a working capital optimization model


Vendor payment fraud detection
Research
Dal
Correlates vendor bank detail changes, payment timing anomalies, and approval pattern breaks to catch fraudulent payment attempts
Try This
Build me a vendor payment fraud detection


FP&A scenario models
Prediction Models
Provi
"What if" financial models: test the impact of a price change, a new hire cohort, a market contraction, or a currency shift — without building new spreadsheets
Try This
Build me a fp&a scenario models
Every use case above runs on real data from your actual systems — not AI-generated guesswork. FraiOS auto-generates a Business Ontology from your SaaS stack so agents understand your business context from day one. AI on Rails: verifiable, navigatable, customizable.

What can you build?
201 reasons to get started
- find yours
Select your role. Every use case is something you can build through conversation — no code, no IT ticket, no waiting.

Dal
Security

Humin
Research

Chrono
Compliance

Meti
Workflows

Provi
ML Agent

Tychi
Data analyst

Dex
Cheif of Staff
The CFO needs financial clarity, compliance assurance, and the ability to model scenarios without waiting for the FP&A team to build spreadsheets.
Use Case


Real-time financial dashboard
Research
Tychi
Revenue, margins, cash flow, A/R aging, budget variance — pulled live from your financial systems, not from last month's export
Try This
Build me a real-time financial dashboard


Budget variance analysis
Research
Tychi
Actual vs. plan at any granularity — by department, project, cost center — with automatic root-cause drill-down
Try This
Build me a budget variance analysis


Regulatory compliance framework
Research
Chrono
Continuous monitoring for SOX, IFRS, GAAP, or industry-specific financial regulations — with immutable audit trail
Try This
Build me a regulatory compliance framework


Invoice and billing workflows
Workflows
Meti
From time/usage capture to invoice generation to approval to delivery to collections follow-up — fully automated with HITL at approval gates
Try This
Build me a invoice and billing workflows


FinOps AI cost tracking
Research
Chrono
Every AI agent's cost, token usage, and model selection tracked and visualized — so you know the ROI of your agent workforce
Try This
Build me a finops ai cost tracking


Cash flow prediction model
Prediction Models
Provi
Forecasts cash position using receivables aging, payables schedule, revenue pipeline, and historical payment patterns
Try This
Build me a cash flow prediction model


Audit-ready event trail
Research
Chrono
Every financial transaction, approval, and system change captured as an immutable, sequenced, enriched event — ready for internal or external audit at any time
Try This
Build me a audit-ready event trail


Expense anomaly detection
Prediction Models
Provi
Model that learns normal spending patterns by department, vendor, and category — flagging unusual charges, duplicate payments, and policy violations automatically
Try This
Build me a expense anomaly detection


Accounts receivable aging dashboard
Research
Tychi
Who owes what, how overdue, collection probability by customer segment — with automated escalation workflows for past-due balances
Try This
Build me a accounts receivable aging dashboard


Procurement approval workflow
Workflows
Meti
Purchase requests routed by amount, category, and budget availability — auto-approved within policy, escalated with full context when they're not
Try This
Build me a procurement approval workflow


Financial close workflow
Workflows
Meti
Month-end and quarter-end close process automated: reconciliation triggers, journal entry reviews, sign-off routing, reporting package compilation
Try This
Build me a financial close workflow


Profitability analysis by segment
Research
Tychi
Margin analysis by product line, customer cohort, geography, or channel — blending revenue data with fully-loaded cost allocation
Try This
Build me a profitability analysis by segment


Tax compliance monitoring
Research
Chrono
Tracks obligations across jurisdictions, flags filing deadlines, monitors regulatory changes, and maintains the documentation trail
Try This
Build me a tax compliance monitoring


Working capital optimization model
Prediction Models
Provi
Balances receivables, payables, and inventory to maximize cash availability — predicting the impact of payment term changes or early-pay discounts
Try This
Build me a working capital optimization model


Vendor payment fraud detection
Research
Dal
Correlates vendor bank detail changes, payment timing anomalies, and approval pattern breaks to catch fraudulent payment attempts
Try This
Build me a vendor payment fraud detection


FP&A scenario models
Prediction Models
Provi
"What if" financial models: test the impact of a price change, a new hire cohort, a market contraction, or a currency shift — without building new spreadsheets
Try This
Build me a fp&a scenario models
Every use case above runs on real data from your actual systems — not AI-generated guesswork. FraiOS auto-generates a Business Ontology from your SaaS stack so agents understand your business context from day one. AI on Rails: verifiable, navigatable, customizable.

What can you build?
201 reasons to get started
- find yours
Select your role. Every use case is something you can build through conversation — no code, no IT ticket, no waiting.

Dal
Security

Humin
Research

Chrono
Compliance

Meti
Workflows

Provi
ML Agent

Tychi
Data analyst

Dex
Cheif of Staff
The CFO needs financial clarity, compliance assurance, and the ability to model scenarios without waiting for the FP&A team to build spreadsheets.
Use Case


Real-time financial dashboard
Research
Tychi
Revenue, margins, cash flow, A/R aging, budget variance — pulled live from your financial systems, not from last month's export
Try This
Build me a real-time financial dashboard


Budget variance analysis
Research
Tychi
Actual vs. plan at any granularity — by department, project, cost center — with automatic root-cause drill-down
Try This
Build me a budget variance analysis


Regulatory compliance framework
Research
Chrono
Continuous monitoring for SOX, IFRS, GAAP, or industry-specific financial regulations — with immutable audit trail
Try This
Build me a regulatory compliance framework


Invoice and billing workflows
Workflows
Meti
From time/usage capture to invoice generation to approval to delivery to collections follow-up — fully automated with HITL at approval gates
Try This
Build me a invoice and billing workflows


FinOps AI cost tracking
Research
Chrono
Every AI agent's cost, token usage, and model selection tracked and visualized — so you know the ROI of your agent workforce
Try This
Build me a finops ai cost tracking


Cash flow prediction model
Prediction Models
Provi
Forecasts cash position using receivables aging, payables schedule, revenue pipeline, and historical payment patterns
Try This
Build me a cash flow prediction model


Audit-ready event trail
Research
Chrono
Every financial transaction, approval, and system change captured as an immutable, sequenced, enriched event — ready for internal or external audit at any time
Try This
Build me a audit-ready event trail


Expense anomaly detection
Prediction Models
Provi
Model that learns normal spending patterns by department, vendor, and category — flagging unusual charges, duplicate payments, and policy violations automatically
Try This
Build me a expense anomaly detection


Accounts receivable aging dashboard
Research
Tychi
Who owes what, how overdue, collection probability by customer segment — with automated escalation workflows for past-due balances
Try This
Build me a accounts receivable aging dashboard


Procurement approval workflow
Workflows
Meti
Purchase requests routed by amount, category, and budget availability — auto-approved within policy, escalated with full context when they're not
Try This
Build me a procurement approval workflow


Financial close workflow
Workflows
Meti
Month-end and quarter-end close process automated: reconciliation triggers, journal entry reviews, sign-off routing, reporting package compilation
Try This
Build me a financial close workflow


Profitability analysis by segment
Research
Tychi
Margin analysis by product line, customer cohort, geography, or channel — blending revenue data with fully-loaded cost allocation
Try This
Build me a profitability analysis by segment


Tax compliance monitoring
Research
Chrono
Tracks obligations across jurisdictions, flags filing deadlines, monitors regulatory changes, and maintains the documentation trail
Try This
Build me a tax compliance monitoring


Working capital optimization model
Prediction Models
Provi
Balances receivables, payables, and inventory to maximize cash availability — predicting the impact of payment term changes or early-pay discounts
Try This
Build me a working capital optimization model


Vendor payment fraud detection
Research
Dal
Correlates vendor bank detail changes, payment timing anomalies, and approval pattern breaks to catch fraudulent payment attempts
Try This
Build me a vendor payment fraud detection


FP&A scenario models
Prediction Models
Provi
"What if" financial models: test the impact of a price change, a new hire cohort, a market contraction, or a currency shift — without building new spreadsheets
Try This
Build me a fp&a scenario models
Every use case above runs on real data from your actual systems — not AI-generated guesswork. FraiOS auto-generates a Business Ontology from your SaaS stack so agents understand your business context from day one. AI on Rails: verifiable, navigatable, customizable.

Your Dedicated Team
Every agent you deploy becomes part of your team.
Dex is your Chief of Staff — the one agent you talk to. Describe what you need, and Dex orchestrates Tychi, Provi, Humin, Meti, Chrono, and Dal to make it happen.
Your Dedicated Team
Every agent you deploy becomes part of your team.
Dex is your Chief of Staff — the one agent you talk to. Describe what you need, and Dex orchestrates Tychi, Provi, Humin, Meti, Chrono, and Dal to make it happen.
Go deeper

Your Dedicated Team
How AI agents work alongside you — and why you stay in command.
What Is a Frontier Firm?
The vision: intelligence on tap, human-agent teams, a new kind of organization.
For SaaS Companies
Your modern stack is the asset. See how FraiOS turns it into AI infrastructure.
Eight Essential Capabilities
What every Frontier Firm needs — and how FraiOS delivers each one.
Palantir Alternative
18 months → days. Enterprise-grade AI without enterprise resources.
Available Now
AI is ready for real work today. Here's exactly what you can do right now.
Go deeper

Your Dedicated Team
How AI agents work alongside you — and why you stay in command.
What Is a Frontier Firm?
The vision: intelligence on tap, human-agent teams, a new kind of organization.
For SaaS Companies
Your modern stack is the asset. See how FraiOS turns it into AI infrastructure.
Eight Essential Capabilities
What every Frontier Firm needs — and how FraiOS delivers each one.
Palantir Alternative
18 months → days. Enterprise-grade AI without enterprise resources.
Available Now
AI is ready for real work today. Here's exactly what you can do right now.
Go deeper

Your Dedicated Team
How AI agents work alongside you — and why you stay in command.
What Is a Frontier Firm?
The vision: intelligence on tap, human-agent teams, a new kind of organization.
For SaaS Companies
Your modern stack is the asset. See how FraiOS turns it into AI infrastructure.
Eight Essential Capabilities
What every Frontier Firm needs — and how FraiOS delivers each one.
Palantir Alternative
18 months → days. Enterprise-grade AI without enterprise resources.
Available Now
AI is ready for real work today. Here's exactly what you can do right now.