Outcome cluster
AI-Native Risk & Compliance
Governed, audit-ready AI workflows for regulated teams.
Early access: we work with a small first cohort. Engagements are scoped, priced, and shipped end-to-end by our team — not referred to third parties.
What we build in this cluster
We design and ship AI workflows under regulatory constraints: KYC, fraud triage, compliance review, legal automation, quality assurance. Every output is grounded in approved sources, logged, and auditable. Quarterly attestations available.
Outcomes we target
Review backlog cleared 60-80%
Audit-ready logs on every decision
Reviewer throughput × 2-4 with quality maintained
Time-to-attestation compressed from weeks to days
Pricing for this cluster
Three phases, billed separately. You commit one phase at a time.
Phase 1 · Discovery
$8k
2-3 week sprint
Phase 2 · Build
$30k–$40k
8-12 weeks
Phase 3 · Run
$4k–$6k / mo
optional, quarterly attestations available
~$52k–$90k typical year 1 (~80% take the run option, regulated workflows need ongoing controls)
Reference architecture
The 4-layer AI-native workflow we ship in every risk & compliance engagement. Node names adapt to your stack during Discovery.
How we deliver
Phase 1 · Weeks 1–2
Discovery
We map the workflow, the systems, the decisions, and the baseline metrics. Output: a scoped statement of work.
Phase 2 · Weeks 2–4
Design
We design the operating model: data access, retrieval, prompts, review queues, controls, and the KPI dashboard.
Phase 3 · Weeks 4–8
Build
We ship a production thin slice on real data, with versioned prompts, evaluation harness, and human review.
Phase 4 · Weeks 8+
Run
We run the workflow with you weekly, expand into adjacent work, and report against baseline.
Risk & Compliance engagements by industry
168 scoped engagements across 42 industries. Use the filter to narrow by company size.
168 engagements
Airlines
Compliance Operations
turn regulatory work into a traceable operating system for airlines.
Airlines
Contract Review
speed up legal and commercial review while protecting standards for airlines.
Airlines
Quality Assurance
detect quality issues earlier and standardize review for airlines.
Airlines
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for airlines.
Airports
Compliance Operations
turn regulatory work into a traceable operating system for airports.
Airports
Contract Review
speed up legal and commercial review while protecting standards for airports.
Airports
Quality Assurance
detect quality issues earlier and standardize review for airports.
Airports
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for airports.
Hotels
Compliance Operations
turn regulatory work into a traceable operating system for hotels.
Hotels
Contract Review
speed up legal and commercial review while protecting standards for hotels.
Hotels
Quality Assurance
detect quality issues earlier and standardize review for hotels.
Hotels
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for hotels.
Travel Agencies
Compliance Operations
turn regulatory work into a traceable operating system for travel agencies.
Travel Agencies
Contract Review
speed up legal and commercial review while protecting standards for travel agencies.
Travel Agencies
Quality Assurance
detect quality issues earlier and standardize review for travel agencies.
Travel Agencies
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for travel agencies.
Banking
Compliance Operations
turn regulatory work into a traceable operating system for banking.
Banking
Contract Review
speed up legal and commercial review while protecting standards for banking.
Banking
Quality Assurance
detect quality issues earlier and standardize review for banking.
Banking
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for banking.
Insurance
Compliance Operations
turn regulatory work into a traceable operating system for insurance.
Insurance
Contract Review
speed up legal and commercial review while protecting standards for insurance.
Insurance
Quality Assurance
detect quality issues earlier and standardize review for insurance.
Insurance
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for insurance.
Wealth Management
Compliance Operations
turn regulatory work into a traceable operating system for wealth management.
Wealth Management
Contract Review
speed up legal and commercial review while protecting standards for wealth management.
Wealth Management
Quality Assurance
detect quality issues earlier and standardize review for wealth management.
Wealth Management
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for wealth management.
Payments
Compliance Operations
turn regulatory work into a traceable operating system for payments.
Payments
Contract Review
speed up legal and commercial review while protecting standards for payments.
Payments
Quality Assurance
detect quality issues earlier and standardize review for payments.
Payments
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for payments.
Healthcare Providers
Compliance Operations
turn regulatory work into a traceable operating system for healthcare providers.
Healthcare Providers
Contract Review
speed up legal and commercial review while protecting standards for healthcare providers.
Healthcare Providers
Quality Assurance
detect quality issues earlier and standardize review for healthcare providers.
Healthcare Providers
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for healthcare providers.
Pharmaceuticals
Compliance Operations
turn regulatory work into a traceable operating system for pharmaceuticals.
Pharmaceuticals
Contract Review
speed up legal and commercial review while protecting standards for pharmaceuticals.
Pharmaceuticals
Quality Assurance
detect quality issues earlier and standardize review for pharmaceuticals.
Pharmaceuticals
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for pharmaceuticals.
Medical Devices
Compliance Operations
turn regulatory work into a traceable operating system for medical devices.
Medical Devices
Contract Review
speed up legal and commercial review while protecting standards for medical devices.
Medical Devices
Quality Assurance
detect quality issues earlier and standardize review for medical devices.
Medical Devices
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for medical devices.
Biotechnology
Compliance Operations
turn regulatory work into a traceable operating system for biotechnology.
Biotechnology
Contract Review
speed up legal and commercial review while protecting standards for biotechnology.
Biotechnology
Quality Assurance
detect quality issues earlier and standardize review for biotechnology.
Biotechnology
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for biotechnology.
Retail
Compliance Operations
turn regulatory work into a traceable operating system for retail.
Retail
Contract Review
speed up legal and commercial review while protecting standards for retail.
Retail
Quality Assurance
detect quality issues earlier and standardize review for retail.
Retail
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for retail.
Ecommerce
Compliance Operations
turn regulatory work into a traceable operating system for ecommerce.
Ecommerce
Contract Review
speed up legal and commercial review while protecting standards for ecommerce.
Ecommerce
Quality Assurance
detect quality issues earlier and standardize review for ecommerce.
Ecommerce
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for ecommerce.
Consumer Packaged Goods
Compliance Operations
turn regulatory work into a traceable operating system for consumer packaged goods.
Consumer Packaged Goods
Contract Review
speed up legal and commercial review while protecting standards for consumer packaged goods.
Consumer Packaged Goods
Quality Assurance
detect quality issues earlier and standardize review for consumer packaged goods.
Consumer Packaged Goods
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for consumer packaged goods.
Fashion
Compliance Operations
turn regulatory work into a traceable operating system for fashion.
Fashion
Contract Review
speed up legal and commercial review while protecting standards for fashion.
Fashion
Quality Assurance
detect quality issues earlier and standardize review for fashion.
Fashion
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for fashion.
Automotive
Compliance Operations
turn regulatory work into a traceable operating system for automotive.
Automotive
Contract Review
speed up legal and commercial review while protecting standards for automotive.
Automotive
Quality Assurance
detect quality issues earlier and standardize review for automotive.
Automotive
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for automotive.
Manufacturing
Compliance Operations
turn regulatory work into a traceable operating system for manufacturing.
Manufacturing
Contract Review
speed up legal and commercial review while protecting standards for manufacturing.
Manufacturing
Quality Assurance
detect quality issues earlier and standardize review for manufacturing.
Manufacturing
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for manufacturing.
Aerospace and Defense
Compliance Operations
turn regulatory work into a traceable operating system for aerospace and defense.
Aerospace and Defense
Contract Review
speed up legal and commercial review while protecting standards for aerospace and defense.
Aerospace and Defense
Quality Assurance
detect quality issues earlier and standardize review for aerospace and defense.
Aerospace and Defense
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for aerospace and defense.
Construction
Compliance Operations
turn regulatory work into a traceable operating system for construction.
Construction
Contract Review
speed up legal and commercial review while protecting standards for construction.
Construction
Quality Assurance
detect quality issues earlier and standardize review for construction.
Construction
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for construction.
Real Estate
Compliance Operations
turn regulatory work into a traceable operating system for real estate.
Real Estate
Contract Review
speed up legal and commercial review while protecting standards for real estate.
Real Estate
Quality Assurance
detect quality issues earlier and standardize review for real estate.
Real Estate
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for real estate.
Logistics
Compliance Operations
turn regulatory work into a traceable operating system for logistics.
Logistics
Contract Review
speed up legal and commercial review while protecting standards for logistics.
Logistics
Quality Assurance
detect quality issues earlier and standardize review for logistics.
Logistics
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for logistics.
Shipping
Compliance Operations
turn regulatory work into a traceable operating system for shipping.
Shipping
Contract Review
speed up legal and commercial review while protecting standards for shipping.
Shipping
Quality Assurance
detect quality issues earlier and standardize review for shipping.
Shipping
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for shipping.
Energy Utilities
Compliance Operations
turn regulatory work into a traceable operating system for energy utilities.
Energy Utilities
Contract Review
speed up legal and commercial review while protecting standards for energy utilities.
Energy Utilities
Quality Assurance
detect quality issues earlier and standardize review for energy utilities.
Energy Utilities
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for energy utilities.
Oil and Gas
Compliance Operations
turn regulatory work into a traceable operating system for oil and gas.
Oil and Gas
Contract Review
speed up legal and commercial review while protecting standards for oil and gas.
Oil and Gas
Quality Assurance
detect quality issues earlier and standardize review for oil and gas.
Oil and Gas
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for oil and gas.
Renewable Energy
Compliance Operations
turn regulatory work into a traceable operating system for renewable energy.
Renewable Energy
Contract Review
speed up legal and commercial review while protecting standards for renewable energy.
Renewable Energy
Quality Assurance
detect quality issues earlier and standardize review for renewable energy.
Renewable Energy
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for renewable energy.
Telecommunications
Compliance Operations
turn regulatory work into a traceable operating system for telecommunications.
Telecommunications
Contract Review
speed up legal and commercial review while protecting standards for telecommunications.
Telecommunications
Quality Assurance
detect quality issues earlier and standardize review for telecommunications.
Telecommunications
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for telecommunications.
SaaS
Compliance Operations
turn regulatory work into a traceable operating system for saas.
SaaS
Contract Review
speed up legal and commercial review while protecting standards for saas.
SaaS
Quality Assurance
detect quality issues earlier and standardize review for saas.
SaaS
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for saas.
Cybersecurity
Compliance Operations
turn regulatory work into a traceable operating system for cybersecurity.
Cybersecurity
Contract Review
speed up legal and commercial review while protecting standards for cybersecurity.
Cybersecurity
Quality Assurance
detect quality issues earlier and standardize review for cybersecurity.
Cybersecurity
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for cybersecurity.
Education
Compliance Operations
turn regulatory work into a traceable operating system for education.
Education
Contract Review
speed up legal and commercial review while protecting standards for education.
Education
Quality Assurance
detect quality issues earlier and standardize review for education.
Education
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for education.
Legal Services
Compliance Operations
turn regulatory work into a traceable operating system for legal services.
Legal Services
Contract Review
speed up legal and commercial review while protecting standards for legal services.
Legal Services
Quality Assurance
detect quality issues earlier and standardize review for legal services.
Legal Services
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for legal services.
Accounting
Compliance Operations
turn regulatory work into a traceable operating system for accounting.
Accounting
Contract Review
speed up legal and commercial review while protecting standards for accounting.
Accounting
Quality Assurance
detect quality issues earlier and standardize review for accounting.
Accounting
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for accounting.
Consulting
Compliance Operations
turn regulatory work into a traceable operating system for consulting.
Consulting
Contract Review
speed up legal and commercial review while protecting standards for consulting.
Consulting
Quality Assurance
detect quality issues earlier and standardize review for consulting.
Consulting
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for consulting.
Marketing Agencies
Compliance Operations
turn regulatory work into a traceable operating system for marketing agencies.
Marketing Agencies
Contract Review
speed up legal and commercial review while protecting standards for marketing agencies.
Marketing Agencies
Quality Assurance
detect quality issues earlier and standardize review for marketing agencies.
Marketing Agencies
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for marketing agencies.
Human Resources
Compliance Operations
turn regulatory work into a traceable operating system for human resources.
Human Resources
Contract Review
speed up legal and commercial review while protecting standards for human resources.
Human Resources
Quality Assurance
detect quality issues earlier and standardize review for human resources.
Human Resources
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for human resources.
Recruiting
Compliance Operations
turn regulatory work into a traceable operating system for recruiting.
Recruiting
Contract Review
speed up legal and commercial review while protecting standards for recruiting.
Recruiting
Quality Assurance
detect quality issues earlier and standardize review for recruiting.
Recruiting
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for recruiting.
Government Services
Compliance Operations
turn regulatory work into a traceable operating system for government services.
Government Services
Contract Review
speed up legal and commercial review while protecting standards for government services.
Government Services
Quality Assurance
detect quality issues earlier and standardize review for government services.
Government Services
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for government services.
Nonprofits
Compliance Operations
turn regulatory work into a traceable operating system for nonprofits.
Nonprofits
Contract Review
speed up legal and commercial review while protecting standards for nonprofits.
Nonprofits
Quality Assurance
detect quality issues earlier and standardize review for nonprofits.
Nonprofits
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for nonprofits.
Media and Entertainment
Compliance Operations
turn regulatory work into a traceable operating system for media and entertainment.
Media and Entertainment
Contract Review
speed up legal and commercial review while protecting standards for media and entertainment.
Media and Entertainment
Quality Assurance
detect quality issues earlier and standardize review for media and entertainment.
Media and Entertainment
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for media and entertainment.
Gaming
Compliance Operations
turn regulatory work into a traceable operating system for gaming.
Gaming
Contract Review
speed up legal and commercial review while protecting standards for gaming.
Gaming
Quality Assurance
detect quality issues earlier and standardize review for gaming.
Gaming
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for gaming.
Agriculture
Compliance Operations
turn regulatory work into a traceable operating system for agriculture.
Agriculture
Contract Review
speed up legal and commercial review while protecting standards for agriculture.
Agriculture
Quality Assurance
detect quality issues earlier and standardize review for agriculture.
Agriculture
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for agriculture.
Food Service
Compliance Operations
turn regulatory work into a traceable operating system for food service.
Food Service
Contract Review
speed up legal and commercial review while protecting standards for food service.
Food Service
Quality Assurance
detect quality issues earlier and standardize review for food service.
Food Service
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for food service.
Filtering is a guideline based on typical fit, not a hard rule. We ship engagements at every company size.
Other outcome clusters
Start the engagement
Book a discovery call for Risk & Compliance
Tell us the workflow you want to attack first, the systems involved, and the KPI you want to move. We'll send a scoped statement of work within 5 business days.