Dual-Core Excellence

AI-Native Services & Enterprise D&A
Engineered For Real-World Impact

We combine outcome-based AI-Native execution pipelines with our battle-tested Data & Analytics (D&A) foundation to solve complex operational challenges for global industry leaders.

Tier 1: Outcome Delivery

AI-Native Services

We replace expensive, slow manual service firms with automated AI-native delivery pipelines. We sell the completed, audited unit—never billable hours.

AP & Vendor Invoice Exceptions

Unit: Per Resolved Exception

Autonomous 3-way matching between POs, receiving slips, and messy vendor invoices. Automatically resolves price variances, freight surcharges, and tax discrepancies using custom rulebooks.

✓ Replaces manual AP clerks & offshore BPO firms
✓ Direct write-back to SAP / Oracle / NetSuite

SKU Spec & Catalog Normalization

Unit: Per Catalog / SKU Batch

Ingests heterogeneous vendor spec sheets, CAD files, and technical brochures to extract, harmonize, and validate product attributes across digital catalogs and PIM systems.

✓ 99.4% attribute extraction precision
✓ Automated compliance against industry standards

Warranty Claim & RMA Triage

Unit: Per Claim Adjudicated

Evaluates customer claims, repair notes, diagnostic telemetry, and photos against warranty coverage rules. Flags suspected fraud, auto-approves clean claims, and accelerates RMA cycles.

✓ Under 10-minute claim adjudication
✓ Human-in-the-loop review for border cases

Customs & Freight Tariff Classification

Unit: Per Shipment Filing

Assigns accurate Harmonized Tariff Schedule (HTS) codes and cross-checks import documentation against international trade regulations, preventing costly port delays and fines.

✓ Eliminates customs audit penalties
✓ High-volume multi-country support

Regulatory & Compliance Filings

Unit: Per Filing Submission

Prepares, cross-verifies, and formats mandatory compliance dossiers for environmental, chemical, and building product safety certifications with deterministic rule checking.

✓ Pre-built checkable regulatory specs
✓ Audit trail with cryptographic hash

Custom Enterprise AI Workflows

Unit: Bespoke Outcome Unit

Have a unique operational bottleneck where your team spends thousands of hours checking documents? Our forward-deployed AI engineers codify your rulebook and build a dedicated pipeline.

✓ Embedded sprint model (4 weeks to production)
✓ First pilot batch evaluated free
Tier 2: The Foundation

Enterprise Data & Analytics (D&A) Services

The foundation of all intelligent enterprise automation. We engineer modern data architectures, ensure data quality, and deliver executive transparency.

Data Standardization & Certification

We establish authoritative enterprise data taxonomies, harmonize cross-system naming conventions, and certify datasets so your finance, supply chain, and operations teams work from the exact same truth.

Key Deliverables: Data Dictionary, Entity Resolution, Automated Certification Pipelines.

Executive & Operational Dashboards

Full lifecycle BI development: from semantic layer design to responsive Power BI, Tableau, and embedded web dashboards delivering actionable insights to C-suite and plant managers alike.

Key Deliverables: Real-Time Executive KPI Boards, Supply Chain Analytics, Self-Service BI.

MDM & Data Quality Services

End-to-end Master Data Management for Customer, Product (PIM), and Vendor domains. We implement automated deduplication, survivorship rules, and real-time data hygiene monitors.

Key Deliverables: Golden Record Repository, Automated DQ Scorecards, Stewardship Consoles.

Data Strategy, Engineering & Science

Strategic cloud data migration, data lakehouse implementations (Snowflake, Databricks), dbt data modeling, and predictive data science models for inventory optimization and demand forecasting.

Key Deliverables: 3-Year Modern Data Strategy, Cloud Lakehouse Pipelines, Predictive ML Models.
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