Make ShaktiDB the foundation you build on.
Choosing a sovereign database is a strategic decision. Keeping it production-ready is a daily discipline. The decision is yours; the discipline is ours. Udu Labs makes ShaktiDB resilient under real-world load and stands behind it 24/7 — and we’re with you for the bigger moves: migration, performance, compliance, and AI-readiness.
udu migrate oracle → shaktidb --verify
› 482 objects · 1.2 TB · checksums OK
✓ cutover ready · replication healthy · 0 downtime
Fully PostgreSQL-compatible — your skills, extensions and tools carry over:
The everyday work of a healthy database — handled.
Most teams don’t need more features — they need the database to stay up, recover cleanly, and never lose data. That dependable, day-to-day operations work is the core of what we do.
High availability & failover
Multi-node clusters with automatic failover, so losing a node never becomes an outage.
Backup & restore
Scheduled backups and regularly tested restores — recovery you can count on, not just configure.
Replication
Streaming replication kept healthy and in sync across nodes and sites.
Data archival & retention
Ageing data archived and retained to policy — storage stays lean, audits stay clean.
Monitoring & patching
Proactive monitoring, alerting, and timely patching that catch issues before users do.
24/7 SLA-backed support
On-call response to agreed SLAs — your team doesn't have to carry the pager.
Run reliably first. Go further when you’re ready.
The everyday work of running ShaktiDB in production is the core of what we do — operations, recovery, and support that don’t slip. The deeper engineering is here too, the day you need it: migration, architecture, performance, and AI.
Managed operations
The day-to-day work of keeping ShaktiDB healthy in production — high availability and failover, backup, restore and point-in-time recovery, replication, data archival, and patching — run alongside your team with SLA-backed 24/7 on-call, on-prem or in your cloud.
- High-availability failover & disaster recovery
- Backup, restore & point-in-time recovery
- Replication & data archival
- Patching, upgrades & 24/7 SLA-backed on-call
Migrations
We move you to ShaktiDB from your existing proprietary or open-source databases — converting schema and stored logic, migrating data with full verification, and cutting over on a tested plan with rollback ready throughout. Your estate keeps running while we do it.
- Schema & stored-logic conversion
- Verified, reconciled data migration
- Parallel run and tested cutover
- Documented rollback at every step
Observability & performance
We keep ShaktiDB visible and fast — monitoring, query and workload analysis, and capacity planning that surfaces issues well before they reach production.
- Monitoring & alerting
- Query & workload analysis
- Capacity & growth planning
- Performance tuning
Architecture & design
We design ShaktiDB for India-scale, regulated workloads — high-availability topology, replication and partitioning strategy, and a sizing blueprint grounded in how your systems actually run.
- Multi-node HA topology
- Replication & partitioning strategy
- Schema & indexing design
- Sizing & deployment blueprint
Consulting & advisory
We guide adoption from pilot to production — rollout strategy, compliance mapping against RBI, CERT-In, and CCRA, security hardening, and the governance that keeps it accountable over the long term.
- Adoption & rollout strategy
- Compliance mapping (RBI · CERT-In · CCRA)
- Security hardening review
- Lifecycle & upgrade governance
Training & enablement
We make your team self-sufficient on ShaktiDB — role-based training for DBAs, developers, and operations, backed by the runbooks and reference material they work from day to day.
- DBA & developer workshops
- Operations runbooks & playbooks
- PostgreSQL ecosystem skills
- Reference & best-practice guides
AI & vector search
We make ShaktiDB ready for AI — extending its vector search with FAISS integration, performance tuning, and GPU acceleration, and advising on RAG and semantic-search architecture so your AI features hold up in production.
DPDPA & data protection
India's Digital Personal Data Protection Act changes how personal data must be handled. Our Certified Data Protection Officers (CDPOs) help you map obligations, govern personal data in ShaktiDB, and put the controls and processes in place to stay compliant.
From your existing databases — onto ShaktiDB.
We convert schema and stored logic, move data with full verification, and run old and new in parallel until a tested cutover — with rollback ready at every step. You land on a multi-node, highly available ShaktiDB cluster that’s ready for production.
- Stored procedures and triggers converted to PostgreSQL-native logic
- Checksum-verified data load, fully reconciled
- Parallel run and tested cutover before go-live
- Lands on replicated, multi-node HA from day one
SOURCE
UDU MIGRATION PIPELINE
ShaktiDB · multi-node HA
no SPOFBuilt for India’s regulated, data-intensive sectors.
Wherever data sovereignty, compliance, and uptime are non-negotiable, ShaktiDB fits — and we help you get there.
Government & e-governance
Sovereign data storage for citizen services, public records, and national digital infrastructure — data that stays on Indian soil and Indian-owned platforms.
Banking & financial services
ACID-compliant transaction processing for core banking, UPI, payments, and regulatory reporting — with RBI-aligned controls and audit-ready access.
Healthcare
Secure management of patient records, hospital systems, and public-health platforms — with privacy, integrity, and availability maintained throughout.
Retail & commerce
High-throughput performance for catalogues, transactions, and real-time inventory at scale — consistent under peak load.
Security and compliance built into the core.
Unified security framework
One framework across every layer of database access — not a patchwork of add-ons.
Compliance by design
Built to align with India's regulatory baseline, so trusted adoption in regulated industries isn't an afterthought.
Multi-node high availability
Built-in replication and failover across nodes — no single point of failure — and validated on enterprise-grade platforms.
Vector search on ShaktiDB, engineered for AI.
ShaktiDB is PostgreSQL-native, so pgvector works out of the box. We’ve taken it further — integrating FAISS for faster, higher-recall similarity search, tuning vector performance, and enabling GPU acceleration — so retrieval, RAG, and semantic search hold up at production scale. Udu Labs builds and advises on the full stack.
FAISS-accelerated
We integrate FAISS with pgvector for faster, higher-recall similarity search.
Tuned for scale
Index and query tuning that keeps vector search fast as your data grows.
GPU-ready
Vector workloads that run on GPUs when you need the throughput.
Your data
Structured, unstructured, or mixed.
Embeddings
Chunked and embedded with the right model.
pgvector + FAISS
On ShaktiDB, GPU-accelerated.
Relevant results
Fast, accurate retrieval at scale.
We extend ShaktiDB’s PostgreSQL-native vector search — FAISS-integrated and GPU-ready — so AI retrieval holds up in production.
From your documents to grounded answers.
A pattern we build for regulated, document-heavy work — grounding a language model on your own corpus, fully on-prem. Retrieval runs on ShaktiDB, so answers stay accurate, traceable, and inside your perimeter.
Data embedding
Chunk and embed your documents with domain-tuned embeddings.
ShaktiDB ingestion
Store vectors and metadata in ShaktiDB — on-prem and secure.
Semantic retrieval
Top-k retrieval with hybrid vector + keyword search.
Generation
A small language model generates accurate, grounded answers.
>95%
Retrieval accuracy
On-prem
ShaktiDB deployment
<0.5ms
Retrieval latency
SLM
Grounded responses
Database depth, platform experience.
Udu Labs is incubated at IITM Pravartak Technologies Foundation — the Technology Innovation Hub of IIT Madras, the same ecosystem in which ShaktiDB was built.
We’ve worked with ShaktiDB since its early stages, and now bring that first-hand depth to the teams adopting it.
SHAKTIDB’S ECOSYSTEM
Insider depth
We know how ShaktiDB behaves in production, not just on paper.
Engine + platform
Database internals and enterprise architecture, DevOps, and HA at scale — the database and what it runs on.
PostgreSQL-native
Decades across the PostgreSQL ecosystem — migrations, replication, tuning, and managed operations.
From understanding the problem to improving the solution.
The same approach across every engagement — migration, operations, architecture, or enablement. Iterative by design: we keep cycling back as your systems and the platform evolve.
01
Understand
We start with your problem, not a product — reviewing your systems, workloads, constraints, and goals, and agreeing what a good outcome looks like.
02
Plan & design
We map the work — scope, approach, risk, and timeline — and design the solution, whether that's a migration, an architecture, an operating model, or an enablement plan.
03
Deliver
We execute alongside your team — migration, deployment, hardening, or training — validated against the plan and handed over cleanly.
04
Improve
We stay engaged — monitoring, tuning, reviews, and upgrades — and feed what we learn back into the next round of work.
PostgreSQL 17.4 base
Full ecosystem compatibility — SQL standards, extensions, drivers, and tools.
Multi-node HA
Built-in replication and automatic failover — no single point of failure.
Compliance built in
Aligned with RBI, CERT-In SBOM, and CCRA — validated on IBM LinuxONE.
Managed 24/7
SLA-backed on-call, backups, point-in-time recovery, and patching.
What teams evaluating ShaktiDB ask us.
Is ShaktiDB just PostgreSQL?
ShaktiDB is built on PostgreSQL 17.4 and is fully compatible with the PostgreSQL ecosystem — SQL standards, extensions, drivers, and tools. It adds a unified security framework, multi-node high availability, and built-in compliance hardening for regulated, India-scale workloads. Your existing PostgreSQL skills and tooling carry over.
Can we migrate from our existing database?
Yes. We handle schema and stored-logic conversion, data migration with full verification, and a tested cutover with a rollback plan — the same engine-level migration work we've done across enterprise estates for years.
Do you offer round-the-clock support?
Yes — SLA-backed 24/7 on-call, backups, point-in-time recovery, failover, and patching for your ShaktiDB clusters, whether on-prem, on IBM LinuxONE, or in your cloud.
Can you help with DPDPA compliance?
Yes. Our Certified Data Protection Officers (CDPOs) advise on India's Digital Personal Data Protection Act — readiness assessment, discovering and classifying personal data, consent and data-retention controls, and the governance and audit support to operate compliantly on ShaktiDB.
Is ShaktiDB suitable for BFSI and government workloads?
It's designed for them. ShaktiDB aligns with RBI regulations, CERT-In's SBOM directive, and CCRA standards, with ACID-compliant transactions for core banking, UPI, payments, and regulatory reporting.
Can ShaktiDB power our AI and RAG workloads?
Yes. ShaktiDB is PostgreSQL-native, so pgvector works out of the box — and we've extended it, integrating FAISS for faster similarity search, tuning performance, and enabling GPU acceleration. We build and advise on retrieval, RAG, and semantic-search workloads on it, fully on-prem, including grounding a small language model on your own document corpus.
Do we have to migrate everything at once?
No. We typically phase adoption — start with a pilot or a single workload, run it in parallel, and expand once you're confident. You keep control of the pace and the rollback path at every step.
Can ShaktiDB run on our own infrastructure?
Yes. Deploy multi-node, on-prem or in your cloud, with built-in replication and high availability and no single point of failure. It's validated and fully supported on IBM LinuxONE.
ShaktiDB keeps India’s most critical data on indigenous infrastructure. We make sure it keeps running — from migration to multi-node HA to the 2 a.m. page.
Planning a ShaktiDB adoption — or already running it?
Tell us where you are, and we’ll map the migration, HA, and compliance path with you.