Our cloud + data clients ship cost and latency wins
Two recent cloud + data engagements across AWS FinOps and BI rebuild. Real cost + adoption outcomes.
Mid-market SaaS,
AWS migration + FinOps program
Dcrayons re-architected our AWS footprint over 16 weeks. Monthly cloud spend down 42 percent, p95 latency cut in half. Migration ran without a single planned downtime window.
-42%
Monthly AWS spend
-51%
p95 API latency
AWS Well-Architected review + multi-account refactor + Savings Plan + Reserved Instance + autoscaling rebuild. Zero-downtime cutover.
Read Mid-market SaaS's Case Study
B2B SaaS scaleup,
Looker semantic layer rebuild
We had three failed BI attempts. Dcrayons shipped the Looker semantic layer in ten weeks. Dashboard adoption hit 78 percent of intended users in month two.
78%
Dashboard adoption
10 weeks
Time to first dashboard
Looker semantic layer + Snowflake warehouse + dbt transforms + adoption playbook + weekly Q+A office hours.
Read B2B SaaS scaleup's Case StudyHOW DCRAYONS CLOUD WORKS
How Dcrayons rebuilds your cloud + data stack in 90 days
THE CLOUD + DATA NUMBERS
Cloud + data services industry vs Dcrayons
Where the enterprise cloud + data market sits today and where Dcrayons outperforms across migrations, FinOps, BI, and ML.
Industry baseline
Source: Dcrayons internal cloud + data benchmark, 90-engagement sample, Q1 2026.
Dcrayons cloud + data outcomes
Source: Dcrayons cloud + data engagement records, 28+ active retainers, Jan-Apr 2026.
Dcrayons cloud + data footprint
From bootstrapped data warehouses to multi-region enterprise migrations, Dcrayons has shipped cloud + data work across India + US + UK + UAE since 2016.
90+ cloud + data engagements shipped. 28+ active retainers. AI-first since 2024.
Three proprietary tools behind every cloud + data engagement
Score, Sequence, Repair. The diagnostic, the 90-day playbook, and the architecture toolkit we run on every cloud + data engagement.
Dcrayons Score (cloud + data axis)
Five-axis 150-factor diagnostic. The cloud + data axis covers architecture quality, FinOps discipline, data maturity, BI adoption, and ML readiness. Free on every proposal call.
Dcrayons Growth Formula (cloud + data sequencing)
The 90-day playbook that sequences discovery + architecture + build + cutover + FinOps lockdown back to one operational metric (monthly cost, p95 latency, dashboard adoption, model accuracy).
How Dcrayons delivers cloud + data programs
Three repeatable plays that compound cloud + data wins across architecture, BI, and ML.
Score
Free Dcrayons cloud + data Score readout in one business day. Five-axis cloud + data diagnostic with a single 0-100 number plus the gap list of cost waste, untagged spend, dashboard adoption, and model debt. No follow-on commitment.
Plan
Written 90-day cloud + data plan tied to one operational metric (monthly cost, p95 latency, dashboard adoption, model accuracy). Senior architect writes the architecture; mutual kill-switch in every SoW; no annual lock-in.
Compound
Managed cloud + data + quarterly FinOps reviews. Most cloud + data engagements convert into multi-year retainers as cost discipline compounds and BI adoption matures.
Get my Dcrayons cloud + data Score in one business day
Free five-axis architecture + FinOps + BI + ML readout and the 90-day plan to close the gap. No slide decks.
-42%
Monthly cloud spend
Seven cloud + data programs covering infrastructure, AWS, Azure, GCP, BI, migration, and predictive analytics.
Why choose Dcrayons for Cloud and Data
Senior cloud + data architect on every account
No junior engineers learning on your budget. The architect who scopes your cloud + data engagement stays on it.
Five-axis cloud + data Score in one business day
Written diagnostic + fixed estimate inside 24 hours. Architecture + FinOps + data maturity + BI adoption + ML readiness in one number.
Multi-cloud + vendor-neutral
AWS + Azure + GCP-certified architects on staff. We optimise for YOUR stack, not the vendor that pays the highest referral fee.
AI-first cloud + data since 2024
Every cloud + data engagement ships AI-aware work: anomaly detection, cost forecasting, copilot-assisted analyst onboarding.
Dcrayons vs hyperscaler-only consultingDCRAYONS VS HYPERSCALER-ONLY CONSULTING
Where Dcrayons Cloud + Data differentiates against Mission, 2nd Watch, Slalom, and Big-4 cloud practices on AWS / Azure / GCP migrations + BI builds.
| Feature | Dcrayons Cloud + Data | Hyperscaler-only consulting |
|---|---|---|
| Multi-cloud vendor-neutral architecture | ||
| FinOps discipline from day one | ||
| Cloud engagements on or below FinOps budget | ||
| BI semantic layer built (Looker + dbt + Snowflake) | ||
| MLOps from notebook to production | ||
| Mutual kill-switch at day-90 | ||
| Engagement budget |
| Feature | Dcrayons Cloud + Data |
|---|---|
| Multi-cloud vendor-neutral architecture | |
| FinOps discipline from day one | |
| Cloud engagements on or below FinOps budget | |
| BI semantic layer built (Looker + dbt + Snowflake) | |
| MLOps from notebook to production | |
| Mutual kill-switch at day-90 | |
| Engagement budget |
Cloud + Data FAQs
AWS, Azure, GCP primary. Oracle Cloud + DigitalOcean + Linode supported for niche use cases. Multi-cloud and hybrid patterns first-class.
Yes. Warehouse (Snowflake / BigQuery / Redshift / Databricks) + transformation layer (dbt) + semantic layer (Looker / Tableau / Power BI) + adoption playbook.
Yes. Training pipelines, model registries, monitoring, retraining triggers, drift detection. Vertex AI, SageMaker, Azure ML, or self-hosted.
Cloud migrations start at Rs 8 to 18 lakhs (India) or USD 15 to 30 thousand (global). BI builds and ML programs scope per project.