Software Tools That Make Your Engineering Team 10x Faster.
We deploy schema-connected FastMCP skills, our tokener AI cost circuit-breaker gateway, Loop Developer OS containers, and our 300,000 rec/sec C++ PyArrow engine directly inside your private cloud or air-gapped network.
AI-Assisted Data Development Factory (FastMCP)
Instead of writing data pipelines and compliance checks by hand, our AI Skills and FastMCP tools connect directly to your data catalog to generate and audit deterministic DDL and SQL code automatically.
- 10x Faster Delivery: Automates Data Vault 2.1 modeling, Oracle Exadata SQL tuning, and TM Forum SID compliance checks.
- Zero Data Leaks: Runs 100% inside your private cloud or air-gapped on-premise environment with zero external telemetry.
Tokener · AI FinOps & Self-Hosted LLM Gateway
Whether routing across commercial APIs or dedicated NVIDIA Blackwell B200 and Hopper clusters, tokener gives CFOs, CTOs, and Platform Leads deterministic pre-execution budget enforcement and OpenTelemetry visibility.
- Per-Team Circuit Breakers & Zero Retention: Track and cap exact AI token costs by department, repository, or feature with inline PII airlocks.
- Up to 42% API Savings & >85% KV Prefix Hits: Pairs semantic caching and TOON compression with self-hosted open-weight GLM routing (78% faster TTFT).
Loop Engineering · Ready-to-Work Developer OS
New engineers often lose weeks setting up laptops and waiting for security approvals. Loop Engineering gives every developer a pre-accredited, identical containerized workspace on Day 1.
- 60% Faster Onboarding: Engineers ship production-compliant Data Vault and Terraform code on their first day.
- 6 Weeks to 6 Minutes: Pre-accredited HashiCorp Packer Golden AMIs eliminate 6-month security bottlenecks.
300k/s PyArrow Streaming Core & Executive 360
Two specialized engines engineered for high-volume telemetry ingestion and sub-3-second executive decision visibility:
- 300,000 records/sec Loader: Cuts 14.5-hour nightly file loads down to 3.5 hours in under 80 MB RAM at 1/10th server cost.
- Executive 360 Insights: Unifies Jira, Git, and pipeline SLA telemetry to cut leadership reporting latency by 80%.
DataVault Accelerator & Hybrid Sync Connector
Modular metadata-driven generators that standardize Data Vault 2.1 modeling across Snowflake, Exadata, and Redshift while bridging on-premise databases to sovereign cloud environments.
- Up to 40% Faster Initial DWH Builds: Auto-generates deterministic SHA-256 Hub, Link, Satellite, and Point-in-Time (PIT) DDL with automated
dbtlineage. - Zero-Downtime Hybrid CDC: Synchronizes legacy Oracle and SQL Server workloads over AWS Direct Connect and DMS with cryptographic reconciliation.
DataOps Observability & NVFP4 Inference Engine
Combines automated pipeline contract testing (Great Expectations, Airflow, EKS dlt) with hardware-aware open-weight LLM inference tuning on NVIDIA Blackwell B200 and Hopper GPUs.
- 78% Faster TTFT (>15s to 3.3s): Sustains 120+ to 450+ tokens/sec across a 50%+ concurrency surge via prefill-decode disaggregation and speculative decoding.
- ~35% Lower GPU Memory: Native
NVFP4and FP8 quantization across TP4-TP8 NVLink/HBM3e with zero accuracy degradation.
Legacy Consultancy Delivery vs. Periscube Accelerators
| Business Area | Legacy Consultancy Delivery | Periscube Open IP & AI Factory |
|---|---|---|
| Daily Data Loading | 14.5 hours overnight (delayed morning reports) | 3.5 hours (300,000 rec/sec) at 1/10th server cost |
| Software Releases | 6 weeks waiting for manual security sign-off | 6 minutes (1,000x speedup) via Packer Golden AMIs |
| New Engineer Setup | Weeks of manual installation and errors | 60% faster onboarding & 10x team velocity |
| Database Stability | Recurring crashes and slow queries | 100% crash elimination and sub-2-minute reports |
| LLM Inference & Token Cost | Variable API bill shock & >15s TTFT under load | 3.3s TTFT (78% faster) & >85% KV cache on Blackwell/Hopper |
Run Our Diagnostic SQL & Open IP Inside Your Sovereign Network
All six Open IP accelerators are included at zero extra licensing cost when you engage Periscube for a 4-Week Pilot Sprint or Monthly Principal Retainer. Want to benchmark your existing Exadata or Snowflake cluster first?
- Script 01 (Oracle Exadata 19c/23ai RAC):
01_smart_scan_and_spill_audit.sqlpinpoints Smart Scan bypasses, DBRM waits, and TEMP spills. - Script 02 (Snowflake & dbt FinOps):
02_warehouse_credit_leak_check.sqlquantifies idle credit burn and remote storage spills.
Claim the 15-Point Exadata & FinOps Scorecard PDF
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