AI AGENTS THAT SURVIVE PRODUCTION
AI Agents That Survive Production
We build agents that take a real process off your team's desk and keep running: document and data workflows, reconciliation, onboarding checks and operations.
AI AGENTS THAT SURVIVE PRODUCTION
AI Agents That Survive Production
We build agents that take a real process off your team's desk and keep running: document and data workflows, reconciliation, onboarding checks and operations.
Built by engineers from PayPal, RBS, Merrill Lynch and BNY Mellon
Built by engineers from PayPal, RBS, Merrill Lynch and BNY Mellon
Built by engineers from PayPal, RBS, Merrill Lynch and BNY Mellon
About us
Demos Are Easy. Production Is the Job.
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Years Shipping Production Systems
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Years Shipping Production Systems
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Agents Live in Production
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Agents Live in Production
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Banks and Insurers Served
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Banks and Insurers Served
Our features
An exception queue, not a chatbot.
Every agent we ship owns one process end to end, hands the uncertain cases to a person with its reasoning attached, and reports two error rates, never one.
Document Workflows
Invoices, contracts and KYC files read, matched and posted. Anything odd goes to review.
Data Reconciliation
Supplier, settlement and ledger data matched across ERP, CRM and bank feeds.
Operations Automation
Multi-step back-office processes run unattended, with a human gate where a mistake costs money.
AI Agent Development
Production Hardening
Document & Data Workflows
Fraud & Risk Automation
Fractional AI Engineering
oUR PROCESS
Define. Prove. Deploy.
We agree the one number that should move, prove it on your real data at small scale, then expand. If it does not move, you hear it from us first.
Define the Process
Draw it on a whiteboard in two minutes. Agree what a wrong yes and a wrong no each cost.
Define the Process
Draw it on a whiteboard in two minutes. Agree what a wrong yes and a wrong no each cost.
Build the Evaluation Set
Two to five hundred real cases with known answers, collected before a line of agent code.
Build the Evaluation Set
Two to five hundred real cases with known answers, collected before a line of agent code.
Deploy Behind a Gate
Auto-handle the confident cases, queue the rest for a person, and watch both error rates weekly.
Deploy Behind a Gate
Auto-handle the confident cases, queue the rest for a person, and watch both error rates weekly.
Invoice Matching
frontaldesigns.com
AI Agent
PO matched, posted
Why choose us?
Why teams pick us over a demo shop.
Twenty years inside banking, fraud and lending systems, where downtime and false positives both cost real money.
Two Numbers, Never One
Miss rate and over-flag rate reported separately, against real cases, every week.
Your Systems, Not Ours
Agents run inside your ERP, CRM, bank feeds and ticketing. You own the build.
Cost Under Control
Model tiering, caching and loop caps, so the bill is predictable before go-live.
Cloud or On-Premise
Miss rate and over-flag rate reported separately, against real cases, every week.
Regulated-Grade Controls
Agents run inside your ERP, CRM, bank feeds and ticketing. You own the build.
Live in a UAE commodity trader, a Hyderabad retail group and our own agri-commodity marketplace.
Why choose us?
Why teams pick us over a demo shop.
Twenty years inside banking, fraud and lending systems, where downtime and false positives both cost real money.
Two Numbers, Never One
Miss rate and over-flag rate reported separately, against real cases, every week.
Your Systems, Not Ours
Agents run inside your ERP, CRM, bank feeds and ticketing. You own the build.
Cost Under Control
Model tiering, caching and loop caps, so the bill is predictable before go-live.
Cloud or On-Premise
Miss rate and over-flag rate reported separately, against real cases, every week.
Regulated-Grade Controls
Agents run inside your ERP, CRM, bank feeds and ticketing. You own the build.
Live in a UAE commodity trader, a Hyderabad retail group and our own agri-commodity marketplace.
Why choose us?
Why teams pick us over a demo shop.
Twenty years inside banking, fraud and lending systems, where downtime and false positives both cost real money.
Two Numbers, Never One
Miss rate and over-flag rate reported separately, against real cases, every week.
Your Systems, Not Ours
Agents run inside your ERP, CRM, bank feeds and ticketing. You own the build.
Cost Under Control
Model tiering, caching and loop caps, so the bill is predictable before go-live.
Cloud or On-Premise
Miss rate and over-flag rate reported separately, against real cases, every week.
Regulated-Grade Controls
Agents run inside your ERP, CRM, bank feeds and ticketing. You own the build.
Live in a UAE commodity trader, a Hyderabad retail group and our own agri-commodity marketplace.
Case study
Agents Running in Production
Twenty years inside banking, fraud and lending systems, where downtime and false positives both cost real money.
What We Build
Agents for Work Where Mistakes Cost Money
Twenty years inside banking, fraud and lending systems, where downtime and false positives both cost real money.
Invoices read, matched to purchase orders and posted. Anything odd goes to an exception queue with the reasoning attached.
Invoice to Posting
Production Agent
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AI
Identity and document verification for onboarding, with confidence thresholds agreed with the risk owner before launch.
KYC and Document Checks
Production Agent
AI
Supplier, settlement and ledger data matched across systems. Mismatches surface to a person instead of posting silently.
Reconciliation
Production Agent
AI
The full picture in one place for investigators: history, linked accounts, prior actions. Handling time roughly halves.
Fraud Investigation Assistant
Production Agent
AI
A photo of a lot in, a grade and defect report out. It under-grades cautiously and never over-grades.
Commodity Grading
Production Agent
AI
What We Build
Agents for Work Where Mistakes Cost Money
Twenty years inside banking, fraud and lending systems, where downtime and false positives both cost real money.
Invoices read, matched to purchase orders and posted. Anything odd goes to an exception queue with the reasoning attached.
Invoice to Posting
Production Agent
AI
Identity and document verification for onboarding, with confidence thresholds agreed with the risk owner before launch.
KYC and Document Checks
Production Agent
AI
Supplier, settlement and ledger data matched across systems. Mismatches surface to a person instead of posting silently.
Reconciliation
Production Agent
AI
The full picture in one place for investigators: history, linked accounts, prior actions. Handling time roughly halves.
Fraud Investigation Assistant
Production Agent
AI
A photo of a lot in, a grade and defect report out. It under-grades cautiously and never over-grades.
Commodity Grading
Production Agent
AI
What We Build
Agents for Work Where Mistakes Cost Money
Twenty years inside banking, fraud and lending systems, where downtime and false positives both cost real money.
Invoices read, matched to purchase orders and posted. Anything odd goes to an exception queue with the reasoning attached.
Invoice to Posting
Production Agent
Identity and document verification for onboarding, with confidence thresholds agreed with the risk owner before launch.
KYC and Document Checks
Production Agent
Supplier, settlement and ledger data matched across systems. Mismatches surface to a person instead of posting silently.
Reconciliation
Production Agent
The full picture in one place for investigators: history, linked accounts, prior actions. Handling time roughly halves.
Fraud Investigation Assistant
Production Agent
A photo of a lot in, a grade and defect report out. It under-grades cautiously and never over-grades.
Commodity Grading
Production Agent
Pricing
Three Ways to Work With Us
Twenty years inside banking, fraud and lending systems, where downtime and false positives both cost real money.
Free
20
Tell us the process. We tell you straight whether an agent is worth building.
Process fit check
Cost and ROI estimate
Straight go or no-go answer
No deck, no follow-up spam
Booked within the week
Free
Free
Tell us the process. We tell you straight whether an agent is worth building.
Evaluation set included
Exception queue and review UI
Weekly error-rate report
Model tiering and cost caps
Cloud or on-premise
Fixed Scope
1
One process end to end, live in weeks, at a fixed price you know up front.
Evaluation set included
Exception queue and review UI
Weekly two-error-rate report
Model tiering and cost caps
You own the code
Most Common
Fixed Scope
Fixed Scope
One process end to end, live in weeks, at a fixed price you know up front.
Evaluation set included
Exception queue and review UI
Weekly error-rate report
Model tiering and cost caps
Cloud or on-premise
Most Common
Retainer
In-House
For teams already running agents who need them to keep running as volume grows.
Error-rate reviews with your owner
New workflows and thresholds
Cost control as volume grows
Model upgrades proven first
Model upgrades proven first
Retainer
Retainer
For teams already running agents who need them to keep running as volume grows.
Evaluation set included
Exception queue and review UI
Weekly error-rate report
Model tiering and cost caps
Cloud or on-premise
Blog & Insight
Notes From Production
89% of AI agent pilots never reach production. What the other 11% did differently.
Frequently asked questions
Questions We Get Asked
Straight answers on what we build, how it is measured, and what it costs.
What kind of agents do you build?
Task-focused agents for document and data workflows, reconciliation, onboarding checks and back-office operations. Each one owns a single process end to end and routes uncertain cases to a person.
How is this different from a chatbot or RPA?
Where does it run?
Where are you based?
How do I get started?
Which industries do you work in?
Frequently asked questions
Questions We Get Asked
Straight answers on what we build, how it is measured, and what it costs.
What kind of agents do you build?
Task-focused agents for document and data workflows, reconciliation, onboarding checks and back-office operations. Each one owns a single process end to end and routes uncertain cases to a person.
How is this different from a chatbot or RPA?
Where does it run?
Where are you based?
How do I get started?
Which industries do you work in?
Frequently asked questions
Questions We Get Asked
Straight answers on what we build, how it is measured, and what it costs.
What kind of agents do you build?
Task-focused agents for document and data workflows, reconciliation, onboarding checks and back-office operations. Each one owns a single process end to end and routes uncertain cases to a person.
How is this different from a chatbot or RPA?
Where does it run?
Where are you based?
How do I get started?
Which industries do you work in?
AI AGENTS THAT SURVIVE PRODUCTION
Got a Process an Agent Could Own?
Tell us what it is. We will tell you straight whether it is worth building.
AI AGENTS THAT SURVIVE PRODUCTION
Got a Process an Agent Could Own?
Tell us what it is. We will tell you straight whether it is worth building.
AI AGENTS THAT SURVIVE PRODUCTION
Got a Process an Agent Could Own?
Tell us what it is. We will tell you straight whether it is worth building.