Business Automation

We turn your slowest workflows into your biggest competitive advantage. Scroll to see how.

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Case 01

Intelligent Document Processing

Finance / Accounting / Legal

Problem

Finance teams manually process thousands of invoices monthly. Error rates reach 12% and each document takes 4-6 minutes.

Solution

AI pipeline with OCR, NLP entity extraction, and confidence scoring. Low-confidence fields get human-in-the-loop correction.

Result

85% reduction in processing time. Error rate: 11% → 0.8%.

AI/MLOCRNLPHuman-in-the-Loop
INVOICE #2024-00847
Date: 2024-03-15
Vendor: Acme Corporation Ltd.
PO Number: PO-2024-1192
─────────────────────────
Item Qty Price
Cloud Hosting 12 $450.00
API Calls 1M $2,000.00
Support SLA 1 $1,200.00
─────────────────────────
TOTAL: $8,600.00
Payment: Net 30
Case 02

Predictive Sales Intelligence

B2B Sales

Problem

Sales reps spend 40% of time on unqualified leads. Forecasts miss by 25-30%.

Solution

Explainable AI lead scoring with SHAP breakdowns. Revenue forecasting with confidence intervals.

Result

32% higher win rate. Forecast accuracy: 68% → 94%.

Predictive AIExplainable MLForecasting
Revenue by Quarter
Q1
$2.4M
Q2
$3.1M
Q3
$2.8M
Q4
$4.2M
Q1'
$3.9M ±0.4
TechCo Inc
92
Budget: ✓ Authority: ✓ Need: ✓ Timeline: Q1
DataFlow
78
Budget: ✓ Authority: ? Need: ✓ Timeline: Q2
CloudBase
45
Budget: ? Authority: ✗ Need: ✓ Timeline: —
Case 03

Order Orchestration Engine

E-commerce / Logistics / Retail

Problem

Complex multi-warehouse fulfillment breaks at exceptions — 15% of orders need manual intervention.

Solution

SAGA-pattern state machine with parallel branches, automated exception handling, and real-time tracking.

Result

Exceptions: 15% → 2%. Delivery time cut by 40%. $2.1M savings.

OrchestrationState MachineReal-time
Order Received
ID: ORD-2847
Payment Verified
Stripe — $8,600
Warehouse A
3 items
Warehouse B
1 item
Pick & Pack
2 parcels
Shipped
FedEx — ETA 2 days
Delivered ✓
Signed by recipient
Case 04

Compliance & Risk Engine

Banking / Fintech / Insurance

Problem

Manual compliance review is slow and inconsistent. Audit failures cost $4.5M per incident.

Solution

Visual policy editor with decision-tree risk scoring. KYC/AML automation with full audit trail.

Result

98.5% auto-processed. False positives down 60%. Zero audit failures.

Decision EngineRisk ScoringAudit Trail
72
Transaction Risk Score
KYC Identity Verified
AML Screening Passed
High-Value Transaction
Trusted Country Origin
New Account (<30 days)
Case 05

Dynamic Pricing Engine

E-commerce / Marketplaces

Problem

Static pricing misses opportunities. Competitors update daily while teams update weekly.

Solution

AI optimal pricing with demand curves, competitor data, and built-in A/B testing.

Result

12% revenue uplift. $890K additional margin in Q1.

Pricing AIA/B TestingCompetitor Intel
AI-Recommended Price
$84.99
Low priceHigh price
Case 06

Intelligent Workforce Planning

Retail / Call Centers / Healthcare

Problem

Scheduling 100s of employees takes 8+ hours weekly. Over/understaffing costs money.

Solution

Constraint optimization with demand forecasting, skill matching, and labor law compliance.

Result

8 hours → 15 minutes. 18% labor cost reduction. Zero violations.

Constraint SolverForecastingOptimization
Case 07

Contract Lifecycle Management

Legal / Procurement / Enterprise

Problem

Legal teams review 200+ contracts monthly. Risky clauses are missed, deadlines slip.

Solution

AI clause analysis with risk scoring, visual diff, and automated deadline tracking.

Result

70% faster review. Risk accuracy: 96%. Zero missed deadlines.

AI AnalysisRisk DetectionDocument Diff
Version 1.0
Payment terms: Net 60 days
Governing law: State of Delaware
Liability cap: $500,000
Arbitration: AAA Rules
Auto-renewal: 2 years
Confidentiality: Standard NDA
Version 2.0
Payment terms: Net 30 days
Governing law: State of Delaware
Liability cap: Unlimited
Arbitration: AAA Rules
Auto-renewal: 1 year
Confidentiality: Standard NDA
⚠ Unlimited Liability
△ Shorter Payment Window
✓ Reduced Lock-in
Case 08

AI Creative Production Pipeline

Creative / Advertising / Marketing

Problem

Creative teams produce 500+ assets per campaign. Manual resizing and editing takes 80% of time.

Solution

Multi-model AI generation, smart reframing, brand overlays, and automated video composition.

Result

10x faster production. 3 → 12 sizes automatically. 65% cost reduction.

Multi-Model AISmart ReframingBatch Processing
✦ Generate Assets
Case 09

Social Trend Intelligence

Social Media / Content Marketing

Problem

Content teams miss 60% of trending topics. By the time content ships, the trend has peaked.

Solution

Real-time trend analysis across platforms with velocity scoring and AI content generation.

Result

Trend-to-publish: 3 days → 4 hours. 5x content output. 42% higher engagement.

Trend AnalysisAI ContentMulti-Platform
Case 10

AI Conversion & Personalization

Growth Marketing / User Acquisition

Problem

All visitors see the same page. Conversion stuck at 2.1%. No real attribution.

Solution

AI personalizes every touchpoint per segment. Behavioral scoring + A/B/n experimentation.

Result

Conversion: 2.1% → 5.8%. CPA reduced 38%. Attribution accuracy: 95%.

AI PersonalizationAttributionBehavioral Scoring
Conversion Rate
2.1%
Case 11

AI Video Production Studio

Video Production / Post-Production

Problem

A 2-minute video takes 6-8 hours. Scene selection, style consistency, and rendering are bottlenecks.

Solution

AI video analysis, scene segmentation, per-scene regeneration, and multi-layer composition.

Result

8 hours → 45 minutes. No specialist editors needed. 4x output volume.

Video AnalysisScene SegmentationAI Generation
00:00:00

11 Cases at a Glance

Key outcome per case

01
Intelligent Document Processing
85% less manual processing
02
Predictive Sales Intelligence
32% higher win rate
03
Order Orchestration Engine
$2.1M annual savings
04
Compliance & Risk Engine
Zero audit failures
05
Dynamic Pricing Engine
12% revenue uplift
06
Intelligent Workforce Planning
8 hrs → 15 min scheduling
07
Contract Lifecycle Management
70% faster contract review
08
AI Creative Production Pipeline
10x faster production
09
Trend Intelligence & Content
5x content output
10
Conversion & Personalization
2.1% → 5.8% conversion
11
AI Video Production Studio
8 hrs → 45 min per video

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Every case above was built as a working prototype. The same approach applies to your workflows, your data, your industry.

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