FinOps-certified cloud & data consulting
Cloud costs and data foundations, built for the mid-market.
Lokryn helps the SMBs, startups, and mid-market teams that bigger firms overlook cut cloud costs, harden their data pipelines, and get AI into production — with senior engineering, not an enterprise price tag.
A hands-on engineer who'd rather sit with your team and solve the real problem than hand over a slide deck.
The engagement
- 01AssessmentFixed-fee diagnostic, yours to keep
- 02BuildFixed-scope execution of the roadmap
- 03RetainerOngoing FinOps & data leadership
The problem
Cloud bills creep. Pipelines break quietly. AI pilots stall.
The pattern is consistent across mid-market businesses: spend grows faster than visibility, data quality erodes under the hood, and the AI roadmap stalls at the data-foundation layer. The numbers back it up.
of cloud spend is wasted
Flexera 2025 State of the Cloud
of GenAI projects are abandoned after proof-of-concept
Gartner, 2024
say managing cloud spend is their #1 cloud challenge
Flexera 2025
How we work
One low-risk way in. A clear path to lasting results.
Start with a fixed-fee assessment that pays for itself. Most engagements grow from there — into focused build work, then an ongoing retainer.
Assessment
Fixed fee · 1–3 weeks
We embed on-site, map your cloud bill and data pipelines, and hand you a written report: ranked savings, risk findings, and a prioritized roadmap.
- Cloud cost & architecture review
- Data pipeline & reliability audit
- AI-readiness and data-foundation gaps
Build
Fixed-scope project
We execute the roadmap's highest-value work — re-architecting cost, hardening regulated data pipelines, and laying the foundation AI actually needs.
- Cost re-architecture & guardrails
- Pipeline rebuilds & observability
- Data foundations for AI/ML
Retainer
Monthly · ongoing
Stay ahead of drift. Managed FinOps and data reliability, or fractional data leadership for teams not ready for a full-time executive.
- Managed FinOps & cost guardrails
- Data reliability on call
- Fractional data leadership
Who we serve
Built for the mid-market the big firms overlook.
The biggest companies get the global consultancies. Everyone else — the SMBs, the startups, and the lean mid-market teams without a platform group — gets overlooked. That gap is exactly who we build for: senior cloud and data engineering, without the enterprise overhead.
- SMBs with a growing cloud bill
- Startups without a platform team
- Healthcare & digital-health companies
- Mid-market teams scaling data & AI
Why Lokryn
Senior judgment, applied directly to your systems.
Engineer-led, not slideware
Recommendations come from someone who has run revenue-critical pipelines in production — not a deck handed off to juniors to deliver.
Fluent in regulated data
Healthcare and life-sciences data carries compliance weight. We design pipelines that respect HIPAA, BAAs, and audit reality from day one.
Boardroom to dev room
Comfortable defending a number to a VP and pair-debugging a Terraform plan in the same afternoon. The translation layer your team is missing.
On-site systems thinking
The deepest wins come from whiteboarding your system in the room with your engineers — then carrying that model through to delivery.
Start with the assessment.
One fixed fee, one focused diagnostic, a roadmap you own — whether or not you continue with us.