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Catch problems before they cost you. Fraud, anomalies, exceptions — in real time.

Your risk and operations team is excellent. They just find problems after the damage is done because pattern detection is manual and retrospective. We automate that.

Schedule a workflow exploration call →

How it works

01

We study your workflow

We map your risk landscape — what you monitor, how exceptions surface, where patterns hide across systems, and what gets missed until it's too late. We identify the highest-ROI detection gaps.

02

We automate the bottleneck

We build AI that monitors your transaction data in real time, correlates signals across systems, scores risk levels, and escalates to the right person — automatically. Low-risk items are logged without interruption.

03

Your team does more

Your staff stops investigating noise and starts acting on real threats. Response times drop from days to minutes. And when transaction volume grows, your detection keeps up.

Common Risk Detection bottlenecks we automate

Every operation is different. We work with you to identify the ones that cost you the most.

01
Retrospective Discovery
Found after damage
Today
Post-audit discovery
Fraud and errors discovered during audits — weeks after they happen.
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What we build
Real-time pattern scan
AI detects patterns in real time. Suspicious activity flagged instantly.
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Your team
Problems caught early
Problems caught before they cost. Response time shrinks.
02
Alert Fatigue
95% false positives
Today
Hundreds of false alerts
Hundreds of alerts. 95% false positives. Team starts ignoring them.
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What we build
Contextual AI scoring
AI learns your normal. Contextual scoring, not just rules.
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Your team
Only real anomalies
Only real anomalies surface. 20 meaningful alerts, not 500.
03
Manual Exception Review
Checking each one
Today
Manual exception checks
Pages of exceptions. Staff checks each one against source data.
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What we build
AI pre-scored priorities
AI pre-scores and prioritizes. Context and recommendation included.
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Your team
Investigate, not triage
Team investigates, not triages. Hours to minutes.
04
Cross-System Blindspots
Risk hiding between systems
Today
Siloed system views
Patterns span multiple systems. No one sees the full picture.
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What we build
Cross-system correlation
AI correlates across all data sources simultaneously.
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Your team
Hidden patterns surface
Full picture, not silos. Hidden patterns surface.
05
Delayed Escalation
Days to reach the right person
Today
Queue-based escalation
Issues sit in queues. Escalation paths unclear. Too late to act.
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What we build
Instant severity routing
AI routes by severity instantly with full context.
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Your team
Minutes, not days
Critical issues, immediate attention. Minutes, not days.
06
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07
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08
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Don't see yours?
Every operation has its own.
Today
You tell us where your team spends the most time.
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What we build
We map the workflow and identify the automation opportunity.
→
Your team
First workflow live in 60 days.
Schedule a workflow exploration call →

With an engineer — not a salesperson. 30 minutes. No commitment.

We've built risk detection automation across:

Healthcare Insurance Banking Manufacturing Legal Logistics Pharma Energy Real Estate Accounting +13 more industries

What a typical engagement looks like

Step 1 — Assess
Free

30-minute call. We identify your top 3 risk detection gaps and estimate ROI.

Step 2 — Roadmap
$1,999

Deep dive into your workflow. We map every risk vector and monitoring gap, estimate savings, and deliver a build plan.

Step 3 — Build
$25K–$75K

We build the AI, integrate with your systems, and go live. First workflow in 60 days.

Step 4 — Run
$3K–$8K/mo

We monitor, optimize, and handle new detection patterns as they emerge. Or: Dedicated team at ~$22K/mo.

Before you schedule a call

What does the first week look like?
We spend 2-3 days mapping your risk and exception workflows — what you monitor, how anomalies surface, where patterns hide, and what gets missed. By day 5, you have a priority list of bottlenecks ranked by ROI.
Do you replace our current systems?
No. We connect to your existing systems — ERP, transaction databases, monitoring tools, whatever you run. We add the detection layer that watches for patterns and anomalies. Nothing changes for your team except earlier warnings.
How long until we see results?
First workflow live in 60 days. Most clients see measurable improvement in detection speed within the first week of production. ROI typically positive within 90 days.
What's the total cost for year 1?
A single workflow: $25K-$75K to build + $3K-$8K/month to run. Most clients start with one, prove ROI, then add more. Dedicated team option: ~$22K/month for continuous development across multiple workflows.
What if the AI generates false positives?
Every alert includes a risk score and supporting evidence. Thresholds are tuned to your tolerance level. The AI learns from your team's feedback — false positive rates decrease over time as the system learns what matters to your operation.

Let's find the bottleneck that's costing you the most.

Schedule a workflow exploration call with an engineer — not a salesperson. We'll map your risk landscape and identify the highest-ROI detection opportunity.

Schedule a call →