Simulation and operational software

Complex systems.
Clear decisions
with software.

Blurpi designs and builds software for complex physical and operational systems—connecting equipment, sensors, data, AI workflows and people through interfaces that are easier to understand, simulate and operate.

01Visualize02Simulate03Operate
BLURPI / INTERACTIVE MODEL
SEQUENCE
TELEMETRY
AGENTS08
CONFIDENCE42%
AUTHWAITING
SWARM / DELIVERYEight agents distribute across the search area.
00:00
ILLUSTRATIVE SYSTEM MODELDrag to inspect · simulation repeats automatically
01 / What we build

Make complex systems
feel understandable.

We work where software meets equipment, spaces, sensors, procedures and operational data. The technology can be complex. The interface should not be.

VISUALIZE01
TRACK / 03

See what the system is doing.

Real-time operational interfaces, spatial views, telemetry, camera coverage, status, alarms and historical playback.

SIMULATE02
WHAT-IF / B

Test it before changing reality.

Explore layouts, routes, coverage, material flow and automation behavior before making expensive physical changes.

OPERATE03
SENSOR
EDGE
HUMAN
APPROVED

Give people one place to work.

Purpose-built applications connecting operators with equipment, sensors, APIs, procedures and the systems already in place.

02 / The systems layer

From field signal
to operator decision.

Blurpi can span the full path between a physical system and the people responsible for it: integration, data modeling, simulation, intelligence and operational experience.

P / 01
Connect

Equipment, sensors and existing systems

Bring together device telemetry, cameras, control systems, databases and enterprise software through fit-for-purpose adapters and APIs.

P / 02
Model

A shared representation of system state

Normalize live and historical data into a coherent operational model with identity, location, relationships, state and provenance.

P / 03
Understand

Simulation, rules and intelligence

Combine scenario models, analytics, computer vision and AI outputs while keeping assumptions and confidence visible to operators.

P / 04
Operate

Interfaces for consequential work

Deliver role-aware workflows, alerts, approvals, controls, audit history and playback in one purpose-built application.

CONNECTS WITH
REST + GraphQL APIsWebSockets + eventsMQTT + OPC UASQL + time-series dataAI + model APIsCRM + sales systemsLedgers + proof networksFiles + document systems
DEPLOYMENT

Cloud

Private cloud

On-premise

Edge

Isolated network

03 / High-consequence environments

Serious systems deserve a serious architecture.

Defense, privacy-sensitive, laboratory and industrial work can involve controlled information, restricted connectivity and operations where reliability, human authorization and traceability matter. Blurpi designs around those constraints from the beginning.

ON-PREMEDGE PROCESSINGISOLATED NETWORKSLEAST PRIVILEGEAUDITABLE WORKFLOWS
ISOLATED PROCESSING PATHEVENT / 00482
01EDGE
Acquire locally

Sensor and equipment data remain inside the operating boundary.

LINK ACTIVE
ENCRYPTED EVENT
02PRIVATE CORE
Process + evaluate

Local models correlate state, policy and operating context.

POLICY CHECK
REVIEW REQUEST
03OPERATOR
Human authorization

A consequential action pauses until an authorized person decides.

APPROVAL GATE
AUTHORIZED RESPONSEAUTH / 7F2A
Data movementHuman-controlled returnLOCAL PROCESSING · POLICY CHECK · HUMAN DECISION
ARCHITECTURE NOTE

Architecture can be adapted to customer security requirements, including on-premise deployment, network isolation, least-privilege access, local data processing, controlled integrations and auditable workflows. For defense, public-sector, laboratory or other controlled environments, project-specific security, export-control, privacy, accreditation and data-handling requirements are established with the customer and appropriate partners.

04 / Industries

Built for operations
that cannot be generic.

We bring the same systems discipline to different operating environments, then shape the software around each domain’s equipment, decisions, constraints and people.

I / 01

Defense and security

Mission planning, distributed autonomy, sensor coordination, readiness views and human-controlled authorization.

MISSION SYSTEMSEDGESIMULATION
I / 02

Industrial and manufacturing

Production visibility, robotics, material flow, digital twins, maintenance and operator coordination.

OT + ITROBOTICSFLOW
I / 03

Laboratories and life sciences

Instrument integration, experimental state, sample provenance, controlled workflows and environmental monitoring.

INSTRUMENTSPROVENANCEQA
I / 04

Logistics and mobility

Fleet state, route planning, geofences, chain of custody, exception response and historical playback.

FLEETROUTINGCUSTODY
I / 05

Critical infrastructure

Asset health, field telemetry, spatial operations, incident context and resilient command interfaces.

ASSETSTELEMETRYRESPONSE
I / 06

Privacy-sensitive operations

Local intelligence, data minimization, controlled access, auditable use and isolated deployment.

ON-PREMPRIVATE AIAUDIT
05 / Representative systems

Proprietary work.
Confidential by design.

Much of our work sits inside proprietary operations. We do not publish sensitive architectures or operational data. The systems illustrate the kinds of problems we solve.

A / 02
INDUSTRIAL SYSTEMS

Factory and automation visualization

Machines, robotics, material movement, dependencies and operator workflows.

A / 03
VISION SYSTEMS

Camera, tracking and spatial interfaces

Combine feeds, tracking, calibration, telemetry and spatial context.

A / 04
CONTROLLED LOGISTICS

Sensitive material chain of custody

Custody transitions, environment telemetry, exceptions and documentation.

A / 05
PRIVACY-PRESERVING SYSTEMS

Private data and local intelligence

Data minimization, local processing, controlled access and auditable use when sensitive information should remain inside the operating boundary.

A / 06
DEFENSE + PUBLIC SECTOR

Mission and readiness systems

Interfaces and simulation for mission planning, distributed autonomy, sensor coordination, readiness and human authorization—designed around customer-defined security requirements.

A / 07
LABORATORY + RESEARCH

Experimental operations and workflows

Connect instruments, experiment state, sample and material tracking, chain of custody, research data and environmental telemetry.

A / 08
OPERATIONAL KNOWLEDGE

Technical workflows that stay usable

Bring procedures, specifications, vendors, approvals and installation knowledge into one traceable operating interface.

A / 09
AI WORKFLOW PIPELINES

Model orchestration with human control

Connect models, tools, data sources, review gates and monitoring into dependable AI-assisted workflows with visible confidence and approvals.

A / 10
BLOCKCHAIN + PROVENANCE

Tamper-evident proof documentation

Anchor custody events, approvals and document fingerprints to appropriate proof networks while keeping confidential content off-chain.

A / 11
SALES OPERATIONS

Technical sales and deal workflows

Unify qualification, discovery, solution design, proposals, approvals, follow-up and implementation handoff around a shared account record.

06 / Engagements

Serious work.
Clear starting points.

Blurpi takes on focused engineering engagements where the operational problem and expected value justify purpose-built software. The ranges below are planning guides, not fixed-price offers.

ENGAGEMENTS FROM$15k+

Focused discovery can begin at $15k. Most working-software engagements begin at $50k and require an identified problem, access to domain experts and a path to operational use.

E / 01
System definition

From $15k

Architecture, workflow mapping, integration discovery, interaction concepts and a prioritized delivery plan.

Typically 2–5 weeks
E / 02
Working pilot

From $50k

A testable operational application or simulation connected to representative data and approval workflows.

Typically 6–12 weeks
E / 03
Production system

From $125k

Production engineering, integrations, deployment, security, observability, documentation and rollout support.

Milestone-based
E / 04
Embedded program

From $20k/mo

Ongoing systems engineering, R&D, simulation, AI workflow and product delivery for evolving programs.

Multi-month engagement

Actual scope depends on system complexity, integrations, deployment environment, security requirements and access to representative data. We will say early when a smaller off-the-shelf product is the better answer.

07 / About Blurpi

Small by design.
International in reach.

Blurpi is a small, senior-led software studio with an international network of trusted specialists. We build focused teams around each problem and add deep technical or domain expertise only where needed.

LEADERSHIP

Systems thinking with a long view.

The company is led by multidisciplinary systems thinkers with many years of experience turning emerging technology and complex operations into practical software. When client work is proprietary, we use representative systems instead of publishing operational details.

01Expert and senior attention

Experienced people remain close to important decisions.

02Right-sized teams

Specialists are added around the problem, without unnecessary layers.

03International perspective

Ideas and collaborators are not limited to one market or discipline.

2013Building software since
InternationalSpecialist network
Senior-ledDirect expert attention
Systems · AI · Data · 3DMultidisciplinary practice
08 / Research & development

Exploring better ways to understand systems.

Our R&D work focuses on spatial interfaces, generative simulation and new interaction models. The objective is practical: turn emerging techniques into clearer operational tools.

Discuss an R&D problem
R / 01Spatial interfaces

Operational context organized around the system itself.

R / 02Generative simulation

Faster exploration of scenarios, layouts and system behavior.

R / 03Human–machine interaction

Clearer control, review and authorization at consequential moments.

Build with Blurpi

Have a difficult system to operate, explain or simulate?

Bring us the system, constraints and operational problem. We’ll help determine where visualization, simulation, integration or purpose-built software can make the difference.