01 / UNIT ECONOMICS & MARGIN
Cloud & AI Unit-Cost Models
Cost per tenant, per transaction, per million streamed records, and per LLM token.
We build the unit-economic ledger your CFO signs off on and enforce it in production via mandatory tagging
and tokener so gross margin becomes an engineering input, recovering
~22% of unattributed spend.
02 / COMMERCIAL DB & EXADATA FINOPS
Oracle Exadata RAC & Core Consolidation
Commercial database processor licenses and throttled Exadata racks are frequently the largest hidden
liabilities in enterprise IT.
We have delivered >£1,000,000/yr in recurring Oracle EE licensing savings (85% core
reduction) and uncaged +512 trapped hardware threads (+40% CPU capacity) on
10-node Exadata RAC estates while cutting nightly batch windows by 5.0 hours/day.
03 / AWS EDP, CREDITS & CO-FUNDING
AWS Programs & Commitment Negotiation
AWS Enterprise Discount Programs (EDP), Migration Acceleration Program (MAP), PoC credits, Activate, and
Savings Plans portfolios.
We model commitments against your realistic workload trajectory rather than vendor sales forecasts, and
sit on your side of the negotiation table.
04 / M&A CARVE-OUTS & DILIGENCE
Private Equity Technical Due Diligence & Separation
Pre-acquisition cloud, data, and AI risk audits plus post-merger infrastructure carve-outs.
Having engineered regulated release factories during Yahoo's $5B private equity separation
(cutting releases from 6 weeks to 6 minutes), we know exactly where post-merger integration
bottlenecks hide.
05 / BUILD VS. BUY & LAKEHOUSE STRATEGY
Pragmatic Architecture Rescue & Vendor Selection
Should you run Snowflake, Apache Iceberg on S3, ClickHouse, or DuckDB? Managed Apache Spark or a
1/10th-cost zero-copy PyArrow engine?
We answer with a 36-month TCO model, a 4-week Proof Lab benchmark, and a candid recommendation - even when
that means spending less on AWS.
06 / AWS MARKETPLACE & CO-SELL GTM
Turning Your AWS Footprint Into a Revenue Channel
For B2B software and AI companies, listing on AWS Marketplace (container or SaaS contracts) unlocks
enterprise buyers' committed EDP spend.
We architect your self-hosted or SaaS Marketplace packaging, Private Offers workflow, and APN co-sell
readiness.