LightStep

Enterprise Solution Offering

Sovereign Intelligence.
Enterprise Governance & Scale.

Deploy private on-premises AI, streamline developer velocity, enforce unified governance, and orchestrate autonomous agents with zero data leakage.

100% Air-Gapped Ready Zero External Data Leakage Microsecond Distributed Memory SOC2 & HIPAA Aligned

Infrastructure Sovereignty

On-Premises & Private AI

Keep proprietary training data, inference pipelines, and model weights 100% inside your perimeter. No cloud lock-in, zero third-party telemetry, and total infrastructure sovereignty.

Air-gapped bare-metal & private VPC deployments
Local open-weight LLMs (Llama 3, DeepSeek, Mistral)
Hardware-optimized GPU/CPU inference runtime

Developer Velocity

Simple Build & Deploy

Eliminate DevOps bottlenecks with turnkey containerized blueprints, GitOps CI/CD automation, and zero-downtime hot swapping of models and agent prompts.

1-Click Helm charts & Docker orchestration
Pre-tuned templates for RAG & Autonomous Agents
Zero-downtime canary & blue/green rollouts

Ecosystem Interoperability

Frictionless Integration

Connect enterprise databases, data lakes, and legacy workflows seamlessly using high-speed REST, gRPC endpoints, and pre-built native connectors.

Turnkey connectors: SQL, Snowflake, Salesforce, SAP
Polyglot SDKs: Python, Go, Node.js, and Java
Event streaming via Apache Kafka & secure Webhooks

Enterprise Trust

Built-in Security & Governance

Comprehensive defense-in-depth security built directly into the kernel. Enforce authentication, role access, real-time guardrails, and compliance logs from day one.

Enterprise SSO / SAML 2.0 & fine-grained RBAC/ABAC
Real-time PII scrubbing & prompt injection blocking
Immutable audit trails for SOC2 & regulatory audits

Traffic & Capacity

Operational Control

Protect infrastructure and prevent runaway compute with multi-tenant rate limits, strict token quotas, priority request queues, and automated circuit breakers.

Dynamic RPM & TPM rate-limiting per team or API key
Multi-tenant token quotas & cost-center allocation
Latency-aware queuing & circuit-breaker failover

Tailored Consoles

Persona-Based Experiences

Dedicated workspaces custom-tailored for each stakeholder: Prompt IDE for developers, telemetry for DevOps, guardrails for InfoSec, and ROI dashboards for executives.

Engineers: Prompt debugger & multi-model playground
DevOps & SecOps: Cluster health & policy consoles
C-Suite: Real-time FinOps & business value analytics

Next-Gen Intelligence

Advanced AI Capabilities

Enterprise-grade optimizations designed to maximize accuracy, slash inference overhead, and coordinate multi-agent systems at scale.

Explore Superbrain Fabric

Intelligent Model Routing

Dynamically dispatches queries between lightweight SLMs and frontier LLMs based on task complexity, budget thresholds, and latency targets.

Automated Evaluation

LLM-as-a-judge scoring, continuous benchmark regression suites, and real-time model drift detection before issues reach production.

FinOps & Cost Control

Semantic prompt caching slashes token consumption by up to 60%, backed by predictive spend forecasts and hard budget circuit breakers.

Agent Lifecycle Mgmt

Versioning, tool registry, instant state rollbacks, and shared multi-agent state syncing powered by Superbrain distributed RAM.

Role-Based Empowerment

A Tailored Experience for Every Team

Select a persona to see how the LightStep platform streamlines their everyday operations.

Developer Console

Build Faster with Purpose-Built AI Developer Tooling

Test prompts across multiple local and frontier models simultaneously, trace complex autonomous agent execution graphs, and seamlessly integrate via Python, Go, and TypeScript SDKs.

Interactive Prompt IDE & Playground

Microsecond gRPC & REST SDKs

Agent execution tracing & step replay

Pre-built tool calling & RAG connectors

agent_workflow.py ● Live Sandbox

from lightstep_ai import EnterpriseClient

# Connect to sovereign on-prem cluster

client = EnterpriseClient("onprem.corp.internal")

agent = client.agents.create(

model="router:auto",

guardrails=["pii-redact", "anti-injection"],

memory="superbrain:distributed"

)

response = agent.execute("Process Q3 financial audit")

Ready to empower your enterprise with secure, sovereign AI?

Schedule Architecture Review Explore Superbrain Fabric

Embodied AI & Spatial Intelligence

Robotics Solutioning &
Real-Time Vision Pipelines

Bridging frontier artificial intelligence with physical actuators and multi-camera sensor networks. We engineer edge vision pipelines, autonomous mobile robots (AMRs), and industrial closed-loop robotics that operate 100% locally with microsecond latency.

< 10ms End-to-End Latency 99.95% Optical Accuracy Native ROS 2 & Micro-ROS 100% Air-Gapped Physical Security

Deterministic Pipeline

The Closed-Loop Vision-to-Actuation Stack

From photonic stream ingestion on the factory floor to sub-millisecond robot arm kinematic dispatch.

Request Pipeline Blueprint

< 2ms Ingestion

Stage 01

Multi-Sensor Ingestion

Simultaneous high-throughput decoding for industrial GigE Vision, RTSP, 3D LiDAR point clouds, and Intel RealSense stereo depth streams at up to 4K @ 120 FPS.

Zero packet drop ring buffers
Hardware NVDEC decoding

< 8ms TensorRT

Stage 02

Neural Edge Inference

Quantized INT8/FP16 models executed directly on NVIDIA Jetson Orin & Thor accelerators. YOLOv10/v11 object tracking, defect segmentation, and optical classification.

CUDA & TensorRT optimization
Local model hot-reloading

3D Spatial AI

Stage 03

Spatial Reasoning & Pick Points

Converts 2D bounding boxes into millimeter-accurate 6-DoF spatial coordinates. Solves collision-free inverse kinematics and predicts object velocity vectors.

6-DoF pose estimation
Dynamic obstacle bounding

Deterministic

Stage 04

Robotic Actuation & Motion

Direct ROS 2 / Micro-ROS motor commands dispatched over EtherCAT, CANopen, and industrial PLCs. Triggers pneumatic diverters, robotic arms, and AGV velocity updates.

EtherCAT & CAN bus control
Hardwired SIL-3 E-Stop safety

Manipulator Automation

Robotic Arms & Workcells

Turnkey engineering for 6-DoF robotic manipulators (UR, Fanuc, ABB). Automated bin picking, precision visual servoing, and high-speed conveyor belt sorting.

Vision-guided pick-and-place
Conveyor speed synchronizer
Collision-free MoveIt2 trajectories

Intralogistics Fleet

AMR & AGV Fleet Systems

Deploy autonomous mobile robots with real-time 3D LiDAR SLAM localization, dynamic warehouse obstacle avoidance, and collaborative fleet mission scheduling.

Sub-centimeter LiDAR SLAM
Multi-robot traffic coordination
Automated dock-and-charge loops

Quality Assurance

Automated Optical Inspection

Micro-defect classification on high-speed manufacturing lines. Catch cosmetic scratches, structural fractures, soldering defects, and packaging seals at line velocity.

99.95% defect capture rate
1,200 parts/min inspection speed
Instant pneumatic reject triggering

Hardware Co-Design

Embedded Micro-ROS Runtimes

Custom edge hardware integration across NVIDIA Jetson AGX Orin, industrial IPCs, and STM32 MCUs running micro-ROS with deterministic real-time communication.

Industrial EtherCAT & CAN bus
Hardware watchdog & SIL-3 E-Stop
Industrial IP67 enclosure standards

Developer & Robotics SDK

Unified SDK for Computer Vision & Robotic Control

Streamline your physical automation pipeline with high-performance Python, C++, and ROS 2 SDKs. Seamlessly link camera frames, neural defect inference, and kinematic motor controls in less than 20 lines of code.

Native ROS 2 Humble & Iron Nodes

Zero-Copy CUDA Memory Sharing

Direct Modbus & EtherCAT Drivers

Automated Model Quantization (INT8)

workcell_vision_control.py

● 60 FPS | 7.8ms

from lightstep_robotics import VisionPipeline, RobotArm

# Connect to industrial GigE camera & ROS2 workcell

vision = VisionPipeline.connect("gige://cam_line_01", fps=60)

arm = RobotArm.connect("ros2://ur10e_cell", bus="ethercat")

# Real-time sub-10ms closed-loop inspection & sorting

for frame in vision.stream():

defect = vision.detect_anomalies(frame, threshold=0.95)

if defect.found:

arm.divert_part(target_pose=defect.pose_6dof, latency_budget_ms=12)

# Telemetry automatically synced to on-prem console

Looking to deploy computer vision pipelines or custom robotics on your factory floor?

Consult with Robotics Engineers Explore Technical Capabilities

Our Technical Expertise

Empowering your startup with innovative, scalable technologies — from connected devices to cutting-edge apps and rock-solid backends.

Robotics & Autonomous

Engineering custom autonomous mobile robots, 6-DoF arm manipulators, and automated workcells with closed-loop motion control.

ROS 2 & Micro-ROS embedded firmware
2D/3D LiDAR SLAM & autonomous navigation
Industrial EtherCAT & CANopen motor control

Vision Pipelines (AOI)

Deploying deterministic edge vision pipelines with sub-10ms TensorRT inference for real-time defect detection and automated sorting.

GigE Vision & multi-camera RTSP ingestion
Edge TensorRT & YOLOv11 acceleration
Sub-millimeter optical defect inspection

IoT Hardware Integration

Creating intelligent, connected systems by integrating sensors, gateways, and protocols to transform data into actionable insights.

Reliable MQTT & CoAP protocol implementation
On-device data processing for faster decisions
Real-time sensor data acquisition & calibration

Mobile App Development

Building intuitive native and cross-platform apps to deliver seamless user experiences and maximize customer engagement.

React Native and Flutter frameworks
Native iOS (Swift) & Android (Kotlin) apps
Full lifecycle support: deployment & maintenance

Backend Development

Designing robust, scalable backends with modern frameworks and architectures to power your applications with security and speed.

Python/Django and Java microservices
RESTful and GraphQL API development
Cloud-native deployments & DevOps automation

Engagement Models

Tailored to Your Enterprise Scale

We partner with engineering and leadership teams through structured, milestone-driven engagements designed for enterprise AI, vision pipelines, and robotics automation.

Discovery & Feasibility

Fast-Track Validation (2–4 Weeks)

Validate technical viability, hardware compatibilities, and AI model performance before committing major CapEx.

Vision sensor & camera optical audit
Edge AI compute & latency benchmarks
Working prototype with live demo dataset
Architecture roadmap & ROI feasibility report

Request Scoping Call

Dedicated Robotics Pod

Full-Stack Solutioning & Integration

An embedded multidisciplinary team delivering end-to-end robotics software, computer vision, and fleet systems.

ROS 2 autonomous navigation & workcell control
Custom vision models (YOLO, defect & OCR)
Hardware-in-the-loop simulation & staging
Bi-weekly sprint demos & full IP transfer

Schedule Architecture Session

Enterprise Scale

Multi-Site Deployment & SLA

Long-term strategic partnership for enterprise-wide rollout, private AI governance, and 24/7 mission-critical operations.

Fleet-wide telemetry, OTA & fleet orchestration
Private on-prem LLMs & sovereign data pipelines
Enterprise security & compliance hardening
Dedicated SLAs & continuous model optimization

Inquire for Enterprise

About Us

Your Trusted Partner in Business Transformation

LightStep is a premier consultancy firm with a global presence in Singapore, Thailand, and India. We bring together a team of experienced consultants with diverse expertise to help businesses navigate complex challenges and seize new opportunities.

Our Mission

To empower businesses with the insights, strategies, and tools they need to thrive in an ever-changing global landscape.

Our Vision

To be the catalyst for positive transformation in businesses worldwide, driving sustainable growth and innovation.

15+

Years of Experience

200+

Clients Worldwide

Global Offices

Our Approach

How We Work With You

Our consultancy approach is collaborative, data-driven, and results-oriented, ensuring we deliver tangible value to your business.

Discover

We begin by understanding your business, challenges, and goals through in-depth discovery sessions.

Analyze

Our experts analyze your current situation, identifying opportunities and areas for improvement.

Strategize

We develop tailored strategies and actionable plans designed to achieve your specific objectives.

Implement

We work alongside your team to implement solutions and ensure sustainable results.

Ready to Transform Your Business?

Schedule a consultation with our experts and take the first step towards sustainable growth and success.

Get in Touch →

Transform & Automate Businesses with AI , Robotics & Vision

Comprehensive Consultancy Solutions

ILLUMINATE

ELEVATE

ACCELERATE

Sovereign Intelligence. Enterprise Governance & Scale.