Services

What we do.

Our work spans agentic frameworks that take data products from sourcing to decommissioning, agent-driven migrations to modern cloud platforms, and governed data platforms that give business teams reporting they can trust.

Data Engineering

Lakehouse and warehouse builds on medallion architecture, batch and streaming pipelines, data modelling, reporting and platform migrations.

Medallion architectureData modellingBusiness reportingPlatform migrationsOptimisation

Explore Data Engineering

Agentic AI

Multi-agent frameworks on LangChain and LangGraph with RAG, knowledge graphs and MCPs, from data-product automation to agent-driven migrations.

Data-product lifecycle automationAgentic migrationsRAG and knowledge graphsMCPs and native connectors

Data Governance

Data contracts, quality gates, lineage, security models and audit trails that complement your existing governance tools.

Data contractsQuality gatesLineageSecurity modelsAudit trails

Explore Data Governance

Technology

A broad stack, matched to yours.

Agentic AI

LangChainLangGraphCrewAIAutoGenLlamaIndexSemantic KernelOpenAI Agents SDKMCPA2ATool callingMulti-agent orchestrationGuardrailsHuman-in-the-loop

GenAI and LLMs

RAGGraphRAGKnowledge graphsPrompt engineeringFine-tuning (LoRA)EmbeddingsClaudeGPTGeminiLlamaMistralHugging Face

AI platforms

Amazon BedrockAmazon SageMakerAzure OpenAIVertex AI

Evals and observability

RagasDeepEvalLangSmithLangfuse

Vector stores

PineconepgvectorWeaviateChromaFAISSOpenSearch

Databases

PostgresMySQLSQL ServerOracleMongoDBCassandraRedisDynamoDBCosmos DBNeo4j

Warehouses and lakehouses

SnowflakeBigQueryRedshiftSynapseDatabricksDatabricks SQLMicrosoft FabricTeradata

Data frameworks

SparkKafkaAirflowdbtFlinkDelta LakeIcebergFastAPI

Governance and quality

Unity CatalogPurviewCollibraGreat ExpectationsLineageData contracts

Languages

PythonSQLPySparkScalaJavaTypeScriptBash

Cloud

AWSAzureGCP

BI and reporting

Power BITableauLooker

DevOps

DockerKubernetesTerraformGitHub Actions

Tools and platforms our team has worked across. No vendor partnership or certification is claimed.

Governance and security approach

Trust is designed in, not added later.

Governance by design

Data contracts, data-quality gates and lineage are set up from the start of every build.

Lineage-led decisions

Lineage drives impact analysis and the safe decommissioning of unused assets.

Bounded agents

Agents act only through defined tools, MCPs and native connectors, with scoped access.

Review at every stage

Review steps for code, pipelines and tests, with human sign-off wherever it's required.

Model and cost control

Configurable LLMs and intelligent token management keep model choice and spend in your hands.

Your controls, your tools

We complement your governance stack and follow your security and access policies.

Have an open requirement? Let's map it in 15 minutes.

Bring one data, agentic AI or governance requirement, and we will map it to the right engagement model.

hello@soamiq.ai · +91-9599654303 · We reply within 1 business day.