Build where wrong
is expensive.

Verified, not guessed. Inside the boundary. Close to the work.

Where we build.
London Hyderabad Chennai

How we
engineer.

We don't build chatbots or wrappers around consumer APIs. We build intelligence systems that combine rules, specialised models, extraction and verification, running inside boundaries our clients control. Engineers work close to the domain and own systems from design to air-gapped production.

Verification first.

We build checks, exact logic and schema constraints around every model. If an answer can't be grounded, verified and audited, it doesn't ship.

Boundaries that hold.

We engineer for air-gapped enclaves, sovereign VPCs and edge devices: data residency, no data leaving the boundary, efficient local inference.

Operators, not spectators.

We work directly with senior operational leaders. No layers between the code and the client's outcome.

Two hubs.
One engineering team.

Enterprise delivery leadership and deep machine learning and systems engineering, working as one team across the UK and India.

  • London

    Architecture, client delivery & enterprise governance

  • Hyderabad & Chennai

    Core engineering, models & applied AI R&D

    Start a conversation

Areas of
opportunity.

We're always looking for exceptional engineers, systems architects and applied researchers.

Systems & platform architectLondon · Hyderabad · Remote

Air-gapped runtimes, local inference pipelines and distributed data engines.

Architect low-latency, sovereign data processing pipelines deployable on customer VPCs and air-gapped on-premise hardware. Experience with container runtimes, Kubernetes, local model serving (vLLM, TensorRT-LLM) and cryptographic verification. Start a conversation ↗

Applied AI & inference engineerHyderabad · Chennai · Remote

Fine-tune domain models, optimise quantised weights, build extraction pipelines.

Develop specialised small language models, multimodal document extractors (complex tables, spatial OCR) and domain frames. Focus on parameter efficiency, grounding and citation constraints, and fast local GPU inference. Start a conversation ↗

Enterprise integration engineerLondon · Hyderabad · Remote

Workflow connectors, business rule engines and review interfaces.

Connect the AI with enterprise ERPs, document management systems and financial databases. Build exception workflows, human-in-the-loop review interfaces and CI/CD policy gates for Grid. Start a conversation ↗

General applicationUK · India · Distributed

Don't see your role? Tell us what you build best.

We judge talent on demonstrated output, systems thinking and domain depth rather than job descriptions. Tell us about a consequential problem you've solved or a system you've engineered. Start a conversation ↗

Work that moves
the number.

From turning three days of manufacturing analysis into seconds, to finding the gaps across tens of thousands of compliance records, the work directly shapes how enterprise operations run.

The technology you'd build on The problems it works on

Bring us the work where wrong is expensive.

Start with the operational problem. We’ll work out the data, models and agents it needs, and where it should run.

Talk to us →
LondonDiscovery AI Limited · United Kingdom
HyderabadReDscvry Technology Private Limited · India
ChennaiReDscvry Technology Private Limited · India