Data and AI solutions for enterprises.
Modern platforms, production AI and intelligent operations — governed from design through to run.
Talk to usWhat we build and operate.
Production systems designed around measurable operations, accountable controls and long-term ownership.
01 / 05
Data engineering & modernisation
Legacy migration, lakehouse builds on Databricks and Snowflake, streaming pipelines and the engineering to keep them running.
02 / 05
Agentic & applied AI
Document understanding, copilots and multi-step agents built against your systems and scoped to a measurable operational process.
03 / 05
Predictive analytics & ML
Forecasting, risk scoring, churn and propensity models, with monitoring and retraining built in from day one.
04 / 05
Intelligent automation
Straight-through processing across operations: extraction, validation, exception handling and human-in-the-loop review.
05 / 05
Data management & governance
Data quality, lineage, cataloguing and access controls — so teams can trust their data and use AI responsibly.
Reference architecture
From source data to intelligent operations.
Five connected stages. Governance, security and platform operations underpin them all. Built around the platforms you already run.
01 / 05 — Your estate
Sources
The systems and information you already run.
- Core & ERP
- Temenos · Finacle · SAP · Oracle
- Business apps
- Salesforce · Dynamics · ServiceNow
- Documents
- PDFs · scans · email · SharePoint
- Events & IoT
- Payments · AFC gates · sensors · logs
- External data
- Bureaus · market data · open data
Next: Ingest & integrate
02 / 05 — Data engineering
Ingest & integrate
Bring batch, streaming and document data together.
- Batch & CDC
- Fivetran · Qlik Replicate · Debezium
- Streaming
- Kafka / Confluent · Event Hubs · Kinesis
- APIs & integration
- MuleSoft · Boomi · REST · gRPC
- Document capture
- Document Intelligence · Textract · OCR
- Orchestration
- Airflow · Data Factory · Workflows
Next: Lakehouse platform
03 / 05 — Modernisation
Lakehouse platform
Raw → cleansed → curated. A shared foundation for data and AI.
- Open storage
- ADLS · S3 · GCS on Delta Lake & Apache Iceberg
- Data layers
- Bronze / raw → Silver / cleansed → Gold / curated
- Compute engines
- Databricks · Snowflake · Microsoft Fabric · BigQuery
- Transformation
- dbt · Spark · Delta Live Tables · Snowpark
- Semantic & feature layer
- Metrics layer · feature store · vector index
Next: Intelligence
04 / 05 — Predictive & agentic AI
Intelligence
Turn governed data into insight, predictions and AI services.
- Analytics & BI
- Power BI · Tableau · Looker · Databricks SQL
- Predictive ML
- MLflow · Azure ML · SageMaker · XGBoost
- Foundation models
- Azure OpenAI · Amazon Bedrock · Vertex AI
- Agents & RAG
- LangGraph · Semantic Kernel · MCP · vector search
- Model serving
- Mosaic AI Serving · KServe · API gateway
Next: Consume & act
05 / 05 — Automation
Consume & act
Put intelligence to work, with people in control.
- Workflow automation
- UiPath · Power Automate · Camunda
- Copilots
- Teams · web · contact centre · mobile
- Human review
- Exception queues · approvals · audit trail
- Operational apps
- Lending · onboarding · fare & revenue
- Decisions
- Risk scores · forecasts · KPIs
Intelligence delivered into everyday operations
Across all five stages
Governance, operations and security.
- Catalogue & lineage
- Unity Catalog · Purview · Collibra
- Data quality
- Great Expectations · Monte Carlo · Soda
- Access & privacy
- RBAC / ABAC · masking · Immuta
- Responsible AI
- Model registry · evals · guardrails
- DataOps & CI/CD
- Terraform · GitHub Actions · Azure DevOps
- MLOps & LLMOps
- Drift monitoring · retraining · tracing
- Observability
- Datadog · Grafana · Azure Monitor
- Cloud & resilience
- Azure · AWS · GCP · multi-region DR
- Identity & access
- Entra ID · Okta · SSO, MFA & PIM
- Encryption
- Customer-managed keys · KMS · TLS in transit
- Network isolation
- Private Link · VNet injection · no public endpoints
- Threat detection
- Defender · Sentinel · SIEM & SOC monitoring
- AI security
- Prompt-injection guards · PII redaction · output filters
- Compliance & audit
- Controls mapped to ISO 27001 · SOC 2 · GDPR · DPDP
Technologies shown are representative examples. Engagements are vendor-neutral and designed around your existing estate.
Data and AI solutions by industry
FAQs
Engineering engagement models.
Project based
Fixed scope, fixed milestones, delivered by a Gostack pod.
Managed operations
We run the platform or process against agreed service levels.
Build-operate-transfer
We stand the capability up, run it, then hand it to your team.
CoE as a service
A data or AI centre of excellence, staffed and governed by us.
Outcome based
Commercials tied to defined operational results and delivery measures.