What consulting services does Bajpai Labs offer?

Three senior-led practices: (1) AI Infrastructure & Systems Architecture, compute, latency, and co-design informed by HyperFabric and Vivik; (2) Quantum Readiness & Post-Quantum Cryptography, inventory, HNDL risk, and PQC roadmaps aligned to NIST FIPS 203/204/205; (3) Governance, Compliance & AI Risk Mitigation, runtime policy, EU AI Act mapping, and Protocol-X governance. Full catalog: https://bajpailabs.com/services

How is Bajpai Labs consulting different from generic AI consultancies?

Engagements are senior-led, research-backed, and tied to production systems Bajpai Labs builds and publishes. Practices map directly to flagship products (HyperFabric, Quantum Bridge, Protocol-X) and the Lab Engagement Model (Selection, Adaptation, Evolution). Methodology: https://bajpailabs.com/approach

Does Bajpai Labs offer post-quantum cryptography consulting?

Yes. The Quantum Readiness & PQC practice covers cryptographic inventory, harvest-now decrypt-later (HNDL) risk assessment, and phased migration roadmaps for CNSA 2.0 timelines, delivered via Quantum Bridge hybrid orchestration. Assessment hub: https://bajpailabs.com/quantum-readiness

Consulting services

Three practices. One accountable team.

Three senior-led practices: AI infrastructure and systems architecture, quantum readiness and post-quantum cryptography, and governance, compliance, and AI risk mitigation. Each line is grounded in flagship research, not generic systems integration.

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Lab Engagement Model

Practice lines

What each engagement delivers

Every practice is owned by the same senior team that publishes the underlying research and ships the flagship products referenced below.

Compute & interconnect optimization

Consulting on data-movement bottleneck elimination, leveraging HyperFabric interconnect research to architect sub-millisecond data pipelines across cloud, colo, and edge estates.

Low-latency inference engineering

Hardening client systems for enterprise-grade performance, including sub-500ms conversational latency targets benchmarked in the Vivik voice pilot.

Hardware-software co-design

Optimizing the compute stack at the kernel level for high-frequency or high-throughput enterprise workloads where generic cloud defaults leave margin on the table.

Cryptographic inventory & HNDL risk assessment

Auditing enterprise data assets against harvest-now, decrypt-later (HNDL) exposure, prioritizing long-lived secrets and systems-of-record by confidentiality horizon.

PQC migration roadmaps

Phased migration strategies aligned to NIST PQC standards (FIPS 203/204/205) and CNSA 2.0 timelines, with crypto-agile cutovers instead of rip-and-replace.

Hybrid quantum-classical architecture

Deploying the Quantum Bridge orchestration framework for phased cutovers and hybrid optimization search strategies derived from HyQCOpt research.

Algorithmic governance & audit trails

Implementing runtime policy intercepts and bulletproof audit trails using the Protocol-X governance framework.

Regulatory compliance mapping

Readying enterprise AI architectures for strict regulatory environments, including the EU AI Act and localized sovereign data compliance requirements.

Risk-insulated custom engineering

Bespoke development of proprietary frameworks, including Secure Mnemonic Framework concepts for persistent agent memory security, to protect enterprise intellectual property.

Consulting intake

Scope the practice line that fits your operating reality

Tell us what you need to put into production: infrastructure hardening, PQC migration, or governance that survives audit. We respond with a concrete scope, not a generic nurture sequence.

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