Dual-Core Excellence

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

We combine outcome-based AI-Native execution pipelines with our battle-tested Data & Analytics (D&A) foundation and private AI that runs inside your own environment, so your data stays yours.

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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Tier 3: Private AI

Private AI: Your Models, Your Infrastructure, Your Data

We train, deploy and host AI inside your own environment: on-premise, in your private cloud, or fully air-gapped. Sensitive data never leaves your network and never trains someone else's model.

Private Model Training & Fine-Tuning

Train on your data, in your perimeter

We fine-tune open-weight models (such as Llama, Mistral, Qwen and Gemma) on your documents, rulebooks and ERP history, on your GPUs or inside your VPC. Every model is scored against evaluation sets built from your own certified data before it ships.

✓ You own the model weights
✓ Training data never leaves your environment

Private Deployment

On-premise · Private cloud · Air-gapped

Production-grade inference on your own hardware or private cloud. Models are sized and quantized to your GPU budget, with monitoring, autoscaling and rollback built in, so AI runs next to your data instead of shipping it out.

✓ Fully air-gapped option for regulated data
✓ No per-token fees to third-party AI vendors

Managed Hosting & AI Gateway

One governed front door for all AI use

We host and run your private models, with a single gateway in front of them. It routes each request to a local model or an approved cloud model by sensitivity, redacts PII before anything leaves, and enforces role-based access, rate limits and per-team cost tracking.

✓ Sensitive prompts stay on private models
✓ Full prompt & response audit trail
Talk to Us About Private AI