Outcomes — under both engagement models.
Real engagements, measurable outcomes. NDA-anonymised where required; full named details shared on a discovery call.
Outcomes we’ve shipped — under both engagement models.
Anonymised where required by NDA, every case includes the engagement model, the stack, and the measurable outcome. We share the full named version on a discovery call.
- RetailSOW
AWS spend down 32% in one quarter — without slowing the platform.
A 600-account AWS organisation with no tagging discipline and runaway data-pipeline spend. We delivered a FinOps audit, rightsizing program, and ongoing anomaly detection.
- Reduction in monthly AWS spend
- 32%
- Annualised savings
- $4.1M
- Time-to-detect anomalies
- < 24h
Read case study - Financial servicesPartnership
A private finance copilot that closes books in days, not weeks.
Bedrock-deployed RAG copilot over Tally, Zoho Books, and bank statements. Replaces 60% of manual reconciliation work and accelerates monthly close from 9 days to 2.
- Days to close the books
- 9 → 2
- Invoices keyed without humans
- 80%
- On AWS Bedrock, in customer VPC
- 100%
Read case study - SaaSPartnership
From whiteboard to paying customers in 16 weeks — zero upfront cost.
Costtrail co-built a B2B SaaS platform on AWS with React, Next.js, and Bedrock-powered onboarding. Engaged on a partnership model — revenue share kicks in at first paying cohort.
- From kickoff to first paying customer
- 16 wks
- Upfront engineering spend
- $0
- Platform uptime since launch
- 99.95%
Read case study - AI / BIPartnership
Building our own AI-to-BI platform: ai2bihub.
Our flagship product. 10 AI tools across accounting, cloud FinOps, files, and CRM — 6 live, 4 early-bird — built on the same AWS Bedrock + RAG patterns we ship for clients. Proof we ship.
- Products in production
- 6
- Products in catalog
- 10
- Industry verticals served
- 6
Read case study
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