AWS
Azure
- Google Cloud
- Oracle Cloud
- VMware
Nutanix
Proxmox
- Bare metal
- Edge

SAMPLE WORKSPACE · ILLUSTRATIVE DATA
THE PLATFORM
Five stages. One platform.
Start with the assessment. Every stage after it is a deliverable you can hold us to.
01 · ASSESS
See beyond the bill.
A full cost, performance and security assessment in 48 hours, with a savings number you can hold us to.

IDE · WORKBENCH
One workbench, from the hotspot to the rollout.
A native editor with the loop built in: hotspots, agents, translation, benchmark receipts, deploy.

02 · MODERNIZE
The rewrite, without the risk. Proven.
Function by function into memory-safe Rust, every unit proven equivalent, with a receipt per unit.

03 · TARGET
A foundation you can hold accountable.
Deterministic execution, a record of what ran where and why, and placement priced on what each run costs.

04 · FORECAST
Model what happens next.
Backtested demand forecasts, scenarios reconciled to the bill, and an outcome monitor that judges every serving kernel.

05 · DEPLOY
Locked in to no one.
Any chipset, any cloud: shadow to canary to primary, rollback rehearsed.

PROBLEMS WE SOLVE
Which problem is on your desk?
Every engagement starts from a situation your team already recognizes. Pick one.
Tie the increase to what the company is actually using, down to the function.
See howPERFORMANCE · PRESSURE TO SPENDPerformance before spendFind the step where the wait happens before you grow the estate.
See howCAPACITY · BEFORE A PURCHASECapacity planningWhere there is pressure, where there is slack, and what a purchase would actually buy.
See howMIGRATION · BEFORE A MOVEMigration decisionsWhat a service costs today, how it behaves, and what it must keep delivering after the move.
See howGROWTH · BEFORE A PEAKPeak readinessMeasured demand next to the team's assumptions, before the peak.
See howSECURITY · TOO MANY ALERTSSecurity prioritizationEach finding tied to the service it affects, and priced.
See howAFTER AN INCIDENT · SECURITYPost-incident reviewAfter the response, which points need a second look, and in what order.
See howINVESTMENT · THE BOARD ASKEDInvestment casesCurrent cost, expected benefit and the cost of change, each with its proof.
See how
Function by function into memory-safe Rust, proven equivalent before anything ships.
See how
Hotspots ranked by cost, agents behind one permission boundary, receipts before anything deploys.
See how
The same workload on any target: shadow, canary, primary, rollback, on public cloud, private cloud or bare metal.
See how
Cost per token, GPU utilization per node, a backtested forecast and placement per run, before the next purchase order.
See how
Capacity for the peak, a commitment, buy or rent: each strategy runs through thousands of futures and is ranked with the chance it is the best.
See how
The suppliers behind every service, tiers deep: where they operate, what they bill each month, and the disruptions recorded against them.
See howTHE LOOP
Observe. Prioritize. Change. Serve. Verify.
One loop, one data model. The evidence from the running system travels into the code change, the rollout and the next decision.
Assess
Billing, system telemetry and cloud configuration joined per function, task and instance.
Hotspots
Failure rate, latency, peak CPU and calls per day ranked by cost, inside the workbench.
Modernize
Function by function into memory-safe Rust, verified before it ships. A receipt per unit.
Deploy
The same workload on any target: shadow, canary, primary, rollback.
Forecast & monitor
Outcome monitor, backtested forecast, evidence vault. The next decision starts with proof.
THE 48-HOUR ASSESSMENT
What lands on your desk in 48 hours.
Every resource you own, what it really costs, where it's exposed. Not a pilot: a standalone deliverable, credited toward your first year.

SAMPLE OUTPUT · COST PER FUNCTION
SECURITY & COMPLIANCE
Enterprise-grade security. Zero risk to production.
A read-only billing role you control, revocable at any moment. We observe execution metrics, never application content.
Encrypted at rest and in transit. Evidence is signed, independently timestamped and kept in immutable, auditor-ready storage.
Aligned to SOC 2, LGPD, NIST CSF 2.0 and CCPA: the same frameworks the security grade audits your estate against.
Granular permissions, multi-factor sign-in, single sign-on and IP allowlisting. Enterprise identity from day one.