Founder-led engineering
Architecture and engineering across AI, cloud, edge, and platform — from first design to running at scale.
What we've built
Deployable Architecture Patterns
Proven architectures we've built and deployed. Each can be customised for your infrastructure, compliance requirements, and team.
On-Premise PII Detection
Detect and redact sensitive data before it leaves your network. 98%+ accuracy, runs on standard hardware, no cloud dependency.
See how it works →Private Document Intelligence
AI-powered document search, tagging, and retrieval — entirely on your infrastructure. No data leaves your network.
See how it works →Neurelay ↗
ProductAI agent governance platform. Control which agents use which tools, with what permissions, under whose authority.
Visit neurelay.ai ↗Enterprise Knowledge Retrieval
Internal knowledge assistant that finds answers across your wikis, docs, and systems. Grounded responses, no hallucination.
See how it works →Engineering domains
Beyond what's on this page
Systems Architecture
Distributed systems, event-driven design, API platforms, data infrastructure.
Cloud & Platform
Cloud-native migration, Kubernetes, CI/CD, observability, reliability engineering.
Secure & Private AI
AI governance, on-prem inference, PII handling, privacy-aware pipelines.
Edge & IoT
Edge AI, constrained hardware, air-gapped deployment, industrial systems.
Labs
We build before we advise
Active engineering projects with real benchmarks and published findings. This is where our solutions come from.
Governed AI Routing Pipeline
Rules-first prompt router with PII detection and SLM fallback. Benchmarked across healthcare, finance, and telecom domains — 98.2% PII recall, 95% routing accuracy.
Edge AI on Constrained Hardware
Applying SLM findings to constrained, privacy-first environments — voice, routing, and inference on edge devices where cloud isn't an option.
Benchmarks coming soonHow we work
Where we jump in
Every engagement is different, but the problems tend to fall into three categories.
Build it right the first time
You have a clear problem and need a build partner. We design the architecture, build the core system, and get it deployed — decades of architectural experience, delivered at startup speed through AI-augmented engineering.
Fix what's already running
The monolith is slowing you down, the data pipeline breaks every week, or you need AI capabilities without ripping everything out. We modernise what exists and integrate what's next.
Scale what's proven
The system works but it's hitting its ceiling — performance, reliability, or team throughput. We re-architect for the next order of magnitude and harden what needs to last.
Have a systems problem?
Direct access to Krunal. No sales layer. No account managers. Engineering conversations about engineering problems.
Start a conversation