[ About DehazeLabs ]

Built for AI in the real world.

DehazeLabs is an AI implementation firm focused on the physical economy. We build the data engineering, perception, and reasoning layers behind data centers, telecommunications networks, smart cities, and industrial operations. We ship production systems, not strategy decks.

How we work

We embed engineers directly into customer teams. Implementations are designed to evolve as the underlying models do — built to last beyond the launch, with ongoing platform operation and SLA support. Our delivery model combines US-based partnership leadership with an engineering bench across South Asia, which lets us serve mid-market and enterprise customers at price points that tier-one global SIs can't economically match.

We don't take engagements where we can't be the right team. We're sharper at some things than others, and we'd rather be straight about that upfront than overpromise and underdeliver.

Where we're sharpest

Data engineering at production scale. Real-time pipelines, telemetry ingestion, multi-modal data infrastructure. The unsexy substrate that determines whether AI projects survive year two.
Edge and perception ML. Computer vision, sensor fusion, real-time inference for physical-world systems. Production deployments at smart-city and fleet scale.
Multimodal AI platforms. End-to-end platforms across video, audio, and documents. RAG, vector search, agentic workflows on LangChain and LangGraph.
Agentic operations. Reasoning layers on Claude that turn telemetry, perception, and operational data into autonomous decisions with appropriate human escalation.
South Asia delivery and origination. Direct relationships in Indian manufacturing, the emerging Indian space sector, and the global capability centers in Bengaluru and Hyderabad.

Where we're not the right team

We don't do AI strategy advisory without an implementation tied to it. We don't ship pure consulting decks. We don't take engagements where the customer hasn't decided to actually build something. If you need a strategy retainer or an AI maturity assessment, there are better firms for that — and we're happy to recommend a few.

[ Footprint ]

Built across two continents.

US-based partnership leadership, engineering bench across South Asia, direct relationships in the Indian manufacturing, space, and GCC ecosystems.

→ United States

Partnership leadership.

US-based leadership for partnership programs (Anthropic, AWS, GCP), enterprise sales, customer-facing accountability, and program management. The team that takes the call when something goes wrong, regardless of where the work was done.

→ South Asia (Hyderabad · Bengaluru)

Engineering & delivery bench.

Senior engineering and delivery talent based in Hyderabad and Bengaluru. Direct relationships across the Indian manufacturing ecosystem, the emerging Indian space sector, and the global capability centers operating data center and infrastructure functions for US-headquartered Fortune 500s.

→ Capabilities at a glance

Real systems. Real stack.

A practical summary of what's deployed across our engagements. Not aspirational. We've shipped these in production for real customers.

// stack

data warehouses redshift · snowflake · bigquery

streaming kafka · snowstreams · cdc

orchestration airflow · dbt · nifi · airbyte

storage s3 · data_lake · vector_db

ai_platforms langchain · langgraph · bedrock · sagemaker

cv_ml production_inference · sensor_fusion · drift_monitoring

retrieval rag · vector_search · semantic_retrieval

cloud aws · gcp · azure

[ Partnerships ]

Working with the model and cloud teams.

DehazeLabs is an Anthropic Partner Network applicant and an AWS Partner Network member. We deploy across major model providers and cloud platforms based on what fits the workload.

anthropic	Partner Network applicant · Building Claude-first practice across Data Center & Infra AI, Edge & Perception AI, and Multimodal AI Platforms
aws	AWS Partner Network member · Production deployments on Bedrock, SageMaker, S3, Redshift
google_cloud	GCP deployments where customer cloud environment requires
geographic_partners	Direct relationships across Indian manufacturing, space sector, & Bengaluru/Hyderabad GCCs

Talk to the team that builds the thing.

Initial conversations are direct, free, and frank. We'll tell you whether we're the right fit, what we'd need to deliver if we are, and who we'd recommend instead if we aren't.

Schedule a conversation → Read our case studies