AI Transformation
Unlock the power of artificial intelligence to revolutionize your business operations, streamline workflows, and drive unprecedented growth. We provide end-to-end AI consulting, deployment strategies, and custom engineering for enterprise scale.
Enterprise AI that moves from strategy to production — securely, measurably, and at scale.
Core AI Capabilities, Unified.
From foundation models to edge inference and intelligent agents — a coherent stack designed for regulated enterprises and high-stakes operations.
Private & Fine-Tuned LLMs
Deploy and adapt large language models on your infrastructure. Fine-tune on proprietary data with governance, evaluation, and safe rollout controls.
Edge AI
Low-latency inference at the device or plant edge for vision, sensing, and real-time decisions without round-tripping every request to the cloud.
Computer Vision & Intelligent Agents
Production vision pipelines and automation agents that execute workflows across systems — with human-in-the-loop controls where risk demands it.
DEQX Core Solutions
Structured AI services that map directly to enterprise outcomes — from predictive analytics to private model operations and agentic automation.
Machine Learning & Predictive Analytics
- check_circleForecasting, risk scoring, and demand models
- check_circleFeature pipelines and model monitoring
- check_circleDecision support embedded in operations
Natural Language Processing (NLP)
- check_circleDocument understanding and classification
- check_circleEntity extraction and semantic search
- check_circleMultilingual enterprise language workflows
Generative AI Integration
- check_circleSecure LLM integration into products & ops
- check_circleRAG grounded in your knowledge sources
- check_circleGuardrails, evaluation, and cost controls
AI Strategy & Consulting
- check_circleUse-case prioritization and ROI framing
- check_circleArchitecture, data, and governance readiness
- check_circleRoadmaps from pilot to industrialized AI
LLM Fine-Tuning
- check_circleDomain adaptation on proprietary corpora
- check_circleEvaluation harnesses and regression tests
- check_circleSafe promotion from sandbox to production
Private LLM Deployments
- check_circleVPC, on-prem, and air-gapped options
- check_circleIdentity, audit, and data residency controls
- check_circleInference optimization and capacity planning
Edge AI
- check_circleOptimized models for constrained hardware
- check_circleOffline-capable inference and sync patterns
- check_circleFleet management and model OTA updates
Computer Vision Solutions
- check_circleQuality inspection and anomaly detection
- check_circleVideo analytics and spatial intelligence
- check_circleIntegration with MES, WMS, and IoT stacks
AI Automation & Intelligent Agents
- check_circleMulti-step agents across enterprise systems
- check_circleHuman escalation and approval workflows
- check_circleObservability, tracing, and policy enforcement
Models that stay inside your trust boundary.
Run foundation and fine-tuned models where your data already lives. We design private LLM platforms with enterprise identity, networking, and compliance requirements first — not as an afterthought.
- cloud
Deployment Flexibility
VPC-hosted, on-premise, or hybrid topologies with clear data residency and egress controls.
- policy
Governance by Design
Access policies, audit trails, prompt/response logging, and retention aligned to your risk posture.
- verified
Production Hardening
Latency SLOs, autoscaling, fallbacks, and evaluation gates before models reach end users.
Intelligence where the work happens.
Combine edge inference with computer vision to inspect, detect, and decide in real time — on the factory floor, in the field, or at the store edge.
- speed
Low-Latency Vision
Optimized detection and classification pipelines for quality, safety, and throughput.
- developer_board
Edge Runtime
Models packaged for industrial PCs, gateways, and GPU appliances with remote update paths.
- hub
Systems Integration
Events and insights wired into MES, ERP, WMS, and operations dashboards your teams already use.
Agents that execute — with humans in control.
Move beyond chat. We build intelligent agents that orchestrate tools, systems, and approvals so work completes end-to-end with measurable reliability.
- account_tree
Workflow Agents
Multi-step automation across CRM, ERP, ITSM, and custom APIs with clear tool contracts.
- support_agent,
Human-in-the-Loop
Escalation, review, and approval checkpoints for high-risk or regulated actions.
- monitoring
Observability
Traces, evaluations, and cost telemetry so agent behavior stays transparent and tunable.
How We Engage
A disciplined path from opportunity to durable AI capability — designed to reduce pilot theater and accelerate production value.
Discover
Align on business outcomes, data readiness, risk constraints, and the highest-leverage use cases.
Pilot
Stand up a controlled proof with evaluation metrics, security baselines, and stakeholder feedback loops.
Industrialize
Harden models, pipelines, and integrations for scale — including monitoring, CI/CD, and runbooks.
Operate
Continuous improvement, model drift management, and expansion to adjacent workflows under governance.
Frequently Asked Questions
Yes. We design private LLM and ML deployments for VPC, on-prem, and hybrid environments so proprietary data and inference stay within your trust boundary, with identity and audit controls aligned to enterprise policy.
Ready to industrialize AI?
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