DFA-101
Forge Foundations
C$ 8,500
Ideal for teams beginning their data forging journey. DFA-101 establishes ingest contracts for up to three source systems, introduces the five-stage forge methodology, and delivers a pilot transform pipeline with two validation gates. Includes four weeks of guided workshops, access to 40 core feature modules, and a pipeline blueprint document your engineering team can extend independently.
Deliverables: source schema audit, ingest SLA definitions, one end-to-end pilot pipeline, validation gate configuration, and a 90-minute knowledge transfer session with your data science leads.
DFA-201
Pipeline Accelerator
C$ 24,000
For organisations ready to move beyond pilots. DFA-201 builds three production feature pipelines with full lineage tracking, six validation gates, and feature store export configuration. A dedicated forge architect works embedded with your team for eight weeks, accelerating time-to-deploy while transferring forge practices.
Includes backfill orchestration, automated drift alerts, integration with your existing warehouse or lakehouse, and monthly pipeline health reviews during the engagement period.
DFA-301
Enterprise Forge
C$ 58,000
Enterprise-scale forging for multi-domain data estates. DFA-301 covers up to ten interconnected pipelines, cross-domain feature module libraries, role-based access controls, and executive-ready audit reporting. Designed for energy, finance, and logistics operators managing heterogeneous source systems across business units.
Twelve-week engagement with two senior forge architects, custom module development for domain-specific signals, and a governance framework aligned to your model risk management policies.
DFA-401
Validation Suite
C$ 18,500
Focused programme for teams with existing pipelines that lack rigorous validation. DFA-401 audits your current feature outputs, designs nine custom validation gates, implements automated comparison against golden reference sets, and produces compliance documentation suitable for internal audit and regulatory review.
Six-week engagement. Does not include full pipeline rebuild — pairs naturally with DFA-201 or DFA-301 for teams needing both acceleration and governance hardening.
DFA-501
Feature Store Bridge
C$ 32,000
Connects forged features to your online and offline feature stores with point-in-time correctness guarantees. DFA-501 supports Feast, Tecton, Redis-based custom stores, and parquet batch exports. Includes latency benchmarking, freshness monitoring dashboards, and blue-green deployment playbooks.
Eight-week programme for teams whose models are blocked by inconsistent or stale feature serving — common in real-time fraud detection and supply chain forecasting.
DFA-601
Governed MLOps
C$ 72,000
Our flagship programme uniting data forging with end-to-end MLOps governance. DFA-601 delivers a complete forge-to-model lifecycle: ingest through deploy, integrated with MLflow or your experiment tracker, model registry policies, and automated retraining triggers tied to validation gate outcomes.
Sixteen-week engagement with a three-person forge squad. Includes quarterly pipeline review cadence for twelve months post-delivery and priority access to new forge modules as they release.
Not sure which programme fits? Our Calgary team will assess your pipeline maturity in a complimentary 30-minute scoping call.
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