Operational Intelligence · Live

Operational intelligence for the modern enterprise—without the infrastructure overhaul.

ScalePie integrates sovereign intelligent systems into your existing software ecosystem. We transform fragmented data and legacy documentation into real-time operational assets through private, secure RAG architectures.

— in plain terms

We give your existing enterprise systems a brain — without ripping anything out. Your SOPs, CAN logs, shift notes, and ERP data become instantly queryable. Your operators get senior-engineer answers in seconds. Your IP never leaves your perimeter.

Explore Deployment Models
scalepie · operational-console · live system: nominal
11 sectors 2.3M signals/min p99 · 42ms

Knowledge Resolved last 24h

1,284 queries
SOPs · CAN logs · maintenance records · shift notes
Median resolution45s
Senior-engineer escalations↓ 76%
Coverage14,832 docs indexed
Data egress0 bytes

Sovereign Topology all data on-prem

Operational Telemetry live

Decision latencyoperator → resolution
43s
Knowledge coverageindexed corpus
94.2%
Sensor anomalyfab line C · wafer
−2.4%
ECU diagnosticBCU · p99 latency
182ms
Escalationsvs. last quarter
↓ 76%
● Air-gapped deployment Llama 3 · Mistral 2 anomalies under review
Sovereignty: PRESERVED Last sync · 8s ago
Built for high-reliability industries
Automotive ECU · CAN · ASPICE
Semiconductor Fab · Wafer
Medical SOP · GxP
Aviation DO-178C
Manufacturing Robotics · PLC
Energy Grid · SCADA

Three systems. One sovereign fabric.

01 / What we deliver The platform, told as three concrete things — not three buzzwords.
01

Private Infrastructure

The secure "plumbing" for your internal AI.

We deploy and operate open-weight models (Llama 3, Mistral) inside your perimeter — with the vector stores, retrieval pipelines, and inference servers that make them production-ready. Your data, your hardware, your control.

Local LLM Vector DB Zero Egress
02

Knowledge Systems

Your legacy documentation, made instantly queryable.

500-page manuals, decades of SOPs, CAN logs, shift notes, maintenance records — converted into a context-aware knowledge layer. Personnel ask in plain language, the system returns the exact procedure, page, and standard.

RAG SOP Indexing Plain-Language Query
03

Workflow Modernization

Intelligence injected into the tools your team already uses.

We embed agents inside Jira, ServiceNow, ERPs, MES, and HIL dashboards. Root-cause analysis, triage, and recommendation happen at the point of action — not in a separate AI tool people forget to open.

Jira / ERP HIL / MES In-Place
04

Enterprise Integration

One intelligence layer across legacy and modern stack.

Mainframes, monoliths, microservices, on-prem databases, SCADA systems — we orchestrate intelligence across systems that were never designed to talk to each other, without forcing a re-platform.

Legacy Bridges Cross-Stack No Migration

The Complexity Gap.
Traditional software can no longer bridge it.

02 / Strategic Urgency Three forces making modernization non-optional.
01 — Knowledge Drain

Tribal knowledge is walking out the door.

Decades of hard-won expertise — undocumented, in the heads of senior engineers — vanishes with each retirement. Capture it before it leaves the building.

1990 2026
02 — Operational Drag

The cost isn't software — it's latency to a decision.

Operators waste hours cross-referencing 500-page manuals, disparate PDFs, and ticket histories while the line sits idle. Every minute of search is a minute of stopped production.

+312%
03 — Security Non-Negotiables

Public-cloud AI is a non-starter for regulated industries.

Defense, medical, semiconductors, aviation — your IP cannot become someone else's training set. Intelligence must respect air-gapped protocols and stay inside your perimeter.

SOVEREIGN PERIMETER

Measurable outcomes. Board-ready.

03 / Executive Impact Modernization is an investment in efficiency. We deliver ROI across the org — not just IT.
70%

Faster troubleshooting

Manual log analysis becomes instant, context-aware diagnostics across the floor.

10x

Decision velocity

Operators get senior-engineer depth in seconds — not days of escalation.

0

Infrastructure replaced

Extend the lifecycle of current tools by making them "thinking" systems.

%

Operational downtime

Move from reactive maintenance to proactive, intelligence-driven operations.

Intelligence on your terms.

04 / Deployment Architectures Four models, engineered for distinct risk profiles. We adapt to your security posture.
ON-PREMISE BOUNDARY

On-Premise ZERO EGRESS

Everything stays behind your firewall. Forever.

Models, vectors, and inference all live on your hardware. Nothing leaves the perimeter — ever.

Best forDefense · Medical · Core Manufacturing
SECURE ISOLATED AIR GAP

Air-Gapped OFFLINE

No network. No attack surface. Highest sovereignty tier.

Deployed and updated through controlled physical media. Built for environments where connectivity itself is the risk.

Best forR&D · Semiconductor Fab · Aviation
LOCAL CLOUD BURST

Hybrid Orchestration ELASTIC

Sensitive work stays home. Heavy training expands on demand.

Local processing for privacy-sensitive workloads with intelligent cloud-bursting for compute-heavy training.

Best forGlobal Logistics · Enterprise SaaS
DEDICATED SOVEREIGN INSTANCE GDPR · HIPAA · SOC 2 · ISO 27001

Sovereign Cloud COMPLIANT

Private cloud, audit-grade, data residency-locked.

Geographic data residency, audit-grade logging, full regulatory traceability — without managing infrastructure yourself.

Best forFinTech · Regulated IT

Proven where the cost of latency is measured in millions.

05 / Case Studies Real environments. Real signals. Real recoveries.
CASE 01Automotive · Embedded Systems

The intelligent operator.

A critical ECU diagnostic failure halts an active production line.

The old way

The operator spends 3+ hours cross-referencing cryptic error codes against disparate PDFs. The line sits idle. Senior engineers are paged. Production loss compounds.

The ScalePie way

An Internal Knowledge Assistant integrated directly into the diagnostic terminal. It analyzes real-time error telemetry against historical maintenance logs and ISO standards in seconds.

Outcome
A verified resolution — in under 45 seconds.
[14:22:01] ECU::diagnostic initialized
[14:22:03] ⚠ FAULT P0A7F — Battery Energy Control Module
[14:22:03] CAN bus voltage variance: ±0.42V
[14:22:04] scalepie::retrieve → 14,832 docs indexed
[14:22:06] matching SOP-2031, ISO-26262-9.4.3...
[14:22:09] ✓ ROOT CAUSE IDENTIFIED
└─ contactor weld, station B-07
[14:22:09] ✓ REMEDIATION dispatched to MES
[14:22:46] resolution_time: 45.2s
[14:22:47] awaiting next event
CASE 02Semiconductor Manufacturing

The yield optimization engine.

A fab line experiences a yield excursion. A multi-million-dollar wafer batch is at risk.

The old way

Process engineers spend days manually correlating PLC sensor telemetry with years of handwritten shift logs. The batch degrades while diagnosis crawls.

The ScalePie way

Workflow Intelligence deployed into the fab's monitoring dashboard. The system autonomously cross-references anomalies against five years of engineering records and shift annotations.

Outcome
Failing valve identified in minutes — preventing millions in lost revenue.
FAB-02 / YIELD MONITOR ● LIVE WAFER YIELD % EXCURSION PROCESS CHAMBER B-12 INPUTCMP-04 VLV-09DEPOSIT VLV-09 · PRESSURE DRIFT ROOT CAUSE — CORRELATED ACROSS 5Y RECORDS Valve VLV-09 actuator drift CONFIDENCE 96.4% · MATCHED 4 PRIOR INCIDENTS
06 / Architecture

One intelligence fabric across your enterprise.

Four layers. One contract: sovereignty is non-negotiable.

The ScalePie stack is engineered as a continuous fabric — from the operator UI down to your existing PLCs, ERPs, and document repositories. Every layer is sovereign, audited, and built to extend (not replace) what you already operate.

Data flows through. Intelligence flows back. Latency stays under your roof.

Explore Deployment
INTELLIGENCE FABRIC · 4 LAYERS EXPERIENCE LAYER Operator UI Exec Dashboards Mobile / HMI INTELLIGENCE ORCHESTRATION RAG Engine Workflow Agent Decision Logic DATA & VECTOR LAYER Vector Store Time-Series DB SOP / Doc Index SOVEREIGN INFRASTRUCTURE On-Prem GPUs PLC / ERP / Jira Sovereign Cloud LLAMA · MISTRAL EXISTING SYSTEMS PRIVATE INSTANCES

Built for the engineering floor.

07 / Industries Served We speak the language of your standards, protocols, and constraints.
— Cluster 01

Industrial & Engineering

  • Automotive CAN · HIL · ASPICE
  • Manufacturing & Robotics PLC · OPC
  • Semiconductor & Electronics FAB · MES
— Cluster 02

Enterprise & IT

  • IT Service Management ITSM · ITIL
  • Cloud Operations AIOPS
  • DevOps & QA Automation CI/CD
— Cluster 03

Regulated Sectors

  • Pharma SOP · GxP
  • Healthcare & MedTech HIPAA · FDA
  • Energy & Utilities NERC · ICS
08 / Customized Enterprise Software

Beyond infrastructure: engineered platforms for complex operations.

We don't just deploy AI — we build the production-grade applications around it.

Operational dashboards, industrial portals, workflow systems, and AI-enabled enterprise applications — built to plug into the same infrastructure they extend.

MODULAR APPLICATION ARCHITECTURE MODULE · UI Operator Portal REACT · GLASSMORPHISM MODULE · LOGIC Workflow Engine RULES · ORCHESTRATION MODULE · DATA Operational Bus KAFKA · MQTT · OPC-UA MODULE · INTELLIGENCE Embedded AI LOCAL LLM · RAG EXISTING INFRASTRUCTURE ERPPLC JIRAMES HIL Bench EVERY MODULE — SOVEREIGN BY DESIGN Built once. Owned forever.
— 01
Industrial Operation Platforms

Production-grade systems for plant operations, line monitoring, and equipment lifecycle management.

— 02
Enterprise Workflow Systems

Custom orchestration platforms that route work, approvals, and intelligence across business functions.

— 03
Operational Dashboards

Executive command centers visualizing KPIs, telemetry, and intelligence signals in real time.

— 04
Manufacturing Intelligence Portals

Plant-floor portals connecting MES, PLC telemetry, and operator knowledge into a single surface.

— 05
Internal Enterprise Platforms

Bespoke applications for internal teams—from knowledge wikis to engineering decision tools.

— 06
AI-Enabled Operational Apps

Domain-specific applications where intelligence is woven into the application's core logic.

Why leaders choose us.

09 / The ScalePie Advantage Three structural differences from generic AI vendors and consulting firms.
— 01
Non-disruptive integration
We modernize current workflows. No rip-and-replace, no downtime, no painful migrations. Your team keeps the tools they trust; we make them smarter.
— 02
Domain expertise
We aren't just software developers — we're systems engineers who understand PLC logic, ISO standards, and industrial hardware. We've worked your floor.
— 03
Sovereign-first architecture
We prioritize local LLM deployment (Llama 3, Mistral) so your data never becomes someone else's training set. Your IP is non-negotiable.
2-week Operational Audit

Modernize without the migration.

Your proprietary data is your greatest asset. Stop treating it like a liability. Let's design a secure roadmap to operationalize your internal intelligence.

Request: The Case for Private Enterprise AI