Consulting

Enterprise AI Strategy
& Architecture Consulting

Strategic AI consulting for enterprises ready to move beyond pilots and build production-grade AI systems that deliver measurable business outcomes.

Schedule Discovery Call

Services

Consulting Services

AI Strategy Consulting

Develop comprehensive AI strategies aligned with business objectives. Includes opportunity identification, prioritization frameworks, and build vs. buy analysis.

Enterprise AI Architecture

Design scalable AI system architectures for enterprise environments — covering data pipelines, model serving, integration patterns, and security considerations.

GenAI Product Development

End-to-end guidance on building AI-first products — from concept validation to production deployment, with evaluation loops and user feedback mechanisms.

RAG Architecture Design

Design and implement enterprise knowledge retrieval systems using RAG patterns. Covers chunking strategies, embedding selection, hybrid search, and re-ranking.

AI Agent Systems

Architect multi-agent systems for complex enterprise workflows — autonomous agents, tool integration, human-in-the-loop patterns, and agent evaluation.

AI Team Enablement

Build internal AI engineering capabilities across your teams. Includes capability assessment, hiring guidance, process design, and upskilling programs.

AI Workflow Automation

Identify and automate high-value business workflows using AI. Document processing, support automation, data extraction, and intelligent routing systems.

AI Transformation Roadmaps

Create detailed 6–18 month AI transformation roadmaps with prioritized initiatives, resource requirements, risk mitigation, and milestone-based execution plans.

How We Work

Engagement Process

A structured, outcome-focused consulting process designed to minimize risk and maximize the speed of AI value delivery.

01
60 min

Discovery Call

60-minute free consultation to understand your business context, AI maturity, current challenges, and transformation goals.

02
1–2 weeks

AI Readiness Assessment

Deep-dive assessment of your data infrastructure, team capabilities, existing systems, and business processes to identify AI opportunities.

03
2–3 weeks

Strategy & Architecture Blueprint

Detailed AI strategy document and system architecture blueprint covering prioritized initiatives, technical design, and implementation roadmap.

04
Ongoing

Implementation Support

Hands-on technical guidance during implementation — architecture reviews, code reviews, team mentoring, and problem-solving.

05
2–4 weeks

Enablement & Handover

Structured knowledge transfer to your team, documentation of AI systems, and establishment of internal AI governance processes.

Advisory Retainer

Ongoing strategic AI advisory on a monthly retainer. Includes weekly check-ins, async Q&A, architecture reviews, and priority access.

Best for: Organizations in active AI transformation

Project Engagement

Fixed-scope project engagement for specific AI initiatives — RAG system design, agent architecture, AI strategy, or team enablement.

Best for: Specific AI system builds or assessments

Fractional AI CTO

Part-time strategic AI leadership for startups or enterprises without an AI-focused technical leader. Includes team leadership and stakeholder management.

Best for: Startups scaling AI capabilities

Framework

Enterprise AI Transformation Framework

A proven five-pillar framework for enterprise AI transformation, developed through engagements across startups, MNCs, and government organizations.

01

AI Readiness

  • Data infrastructure audit
  • Team capability assessment
  • Technology stack review
  • Compliance mapping
02

Strategy Design

  • AI use case prioritization
  • ROI modeling
  • Build vs buy analysis
  • Risk assessment
03

Architecture

  • System design
  • Data pipelines
  • Model selection
  • Integration patterns
04

Implementation

  • PoC development
  • Production engineering
  • Testing & evaluation
  • Safety & governance
05

Scale & Operate

  • LLMOps setup
  • Monitoring
  • Team enablement
  • Responsible AI & AI Governance
  • Continuous improvement