About Gradient Consulting

Architecting the future of deep tech

We are a deep-tech startup built to solve complex, high-dimensional data problems. Founded by researchers and computer vision engineers, we work at the cutting edge of advanced image processing and domain-specific AI.

We don't build generic software. We build specialised neural architectures, custom machine learning pipelines and foundation models that turn hyper-complex data into precision intelligence for high-stakes industries.

Our two frontiers Get in touch LinkedIn
Our vision
To give global enterprises, space organisations and financial institutions the algorithmic edge they need to navigate an increasingly complex world.

Whether we are reading the chemistry of the Earth from orbit or identifying tomorrow's quantitative leaders, Gradient Consulting is the engine driving the change.

Research-ledFounded by CV engineers
HyderabadHeadquarters
Where precision is non-negotiable Aerial Earth observation Environment Banking Financial services
Our two core frontiers

Two specialised pillars, one standard of precision

We deliver AI innovation in two distinct fields where getting it nearly right is not good enough.

Simulated satellite image of farmland, a river and a town 01

Advanced Earth observation & image processing

Our research lab pushes how neural networks interpret planetary data. We re-engineer transformers (SegFormer), zero-shot foundation models (SAM) and 3D point-cloud architectures (PointNet++) to extract geometric and material insight from space, aerial and land.

  • SAR processing: speckle-resilient backbones that read radar phase data in all weather.
  • Hyperspectral cubes: 3D-CNNs and spectral-spatial transformers that isolate chemical and biological signatures across hundreds of bands.
  • Multispectral fusion: high-speed edge delineation for ultra-high-resolution optical data.
Explore computer vision
Illustration of a financial district skyline at dusk with a rising data line 02

AI-driven recruitment for BFSI

Banking, financial services and insurance demand elite talent, strict compliance and deep domain expertise. We have built an intelligent talent-acquisition engine for the rigorous demands of modern finance.

  • Domain-specific LLMs: going beyond keyword matching to evaluate quantitative skills, risk management and regulatory knowledge.
  • Predictive performance analytics: machine learning that assesses long-term aptitude, cultural fit and retention.
  • Bias mitigation: vision and audio processing in early assessments to keep filtering fair, objective and merit-based.
Visit our recruitment practice
How we build

We don't build generic software

Everything we make is designed around a specific data problem and the industry that depends on solving it.

  1. 01

    Specialised architectures

    Neural networks designed for the shape of the data, whether radar, spectral cubes, point clouds or candidate profiles.

  2. 02

    Custom ML pipelines

    End-to-end pipelines that take unstructured, hyper-complex feeds and make them ready for modelling.

  3. 03

    Foundation models

    We adapt and extend foundation models so they work in domains they were never trained for.

  4. 04

    Precision intelligence

    Outputs your team can act on, built for industries where precision is non-negotiable.

Tell us what you need

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We usually reply within two working days.

Working on a high-stakes data problem?

Whether it's imagery from orbit or hiring for a critical finance role, we'd like to hear what you are trying to solve.

Talk to us