Case study
SOC 2 Type II for an AI-Native SaaS: Passing the Auditor's AI Questions in One Cycle
SOC 2 Type II for an AI-Native SaaS: Passing the Auditor's AI Questions in One Cycle By Vatsal Shah · 2026-06-14 · Compliance /…
Agile Tech Guru · Independent agile, DevOps & AI consulting
Clarity for leaders who cannot afford another false start.
Vatsal Shah — I map how your engineering org actually works, strip delivery theatre, and leave you with habits and proof — not another slide deck. Based in India; working with leaders across APAC, Europe, and North America.
30 minutes · No pitch · Honest fit check — straight answer, not a sales sequence.
15+
Years in field
Vatsal Shah
Independent Consultant · Ahmedabad, India
agiletechguru.com — Agile Tech Guru by Vatsal Shah. Not the same as theagileguru.com, agileguru.org, or other training sites. Why this matters
15+
Years in field
50+
Engagements
150+
Published insights
4.9/5
Client rating
"Boards do not buy story points. They buy evidence that the system is under control. My job is to make that evidence visible — then improve the system."
Global reach
India base. Worldwide delivery.
CTOs and VP Engineering from Bangalore to Berlin — async-friendly, US/EU overlap, on-site when the mandate needs it.
- IST with overlapping US / EU working slots
- English-first; Hindi for team workshops when useful
- One operator — same judgement on this site and shahvatsal.com
What I Do
Senior judgement. No bait-and-switch.
No offshore bench. You get the same person who signs the analysis — in workshops, Slack, and exec readouts.
Agile & Scrum Consulting
Sprints on time. Customers still unhappy? Fix the real problem.
Diagnose and redesign how your team works so velocity becomes meaningful.
Discuss agile →DevOps & Engineering Advisory
CI/CD looks great on a slide. Deploys still take three days.
Cut deployment risk, reduce MTTR, and build real DevOps habits.
Discuss DevOps →AI & Agentic Advisory
Everyone wants AI. Few teams have a cost model or governance story.
Grounded use cases, MCP integration, and guardrails that survive audit.
Discuss AI →Technical Writing & Playbooks
Ideas without documentation die with the meeting.
Real playbooks from real engagements — for leaders who brief boards.
Browse library →
By the Numbers
Proof you can diligence
Read the library, then decide if my edge fits your mandate.
15+
Years in the field
Not a course. Not a bootcamp. 15 years embedded in engineering teams.
50+
Consulting engagements
Startups, enterprises, and everything between.
8
Industry verticals
BFSI, HealthTech, EdTech, E-commerce, GovTech, SaaS, Media, Manufacturing.
150+
Articles published
Frameworks, case studies, and honest takes on what actually works.
4.9/5
Average client rating
Based on post-engagement surveys across all projects.
3×
Avg deployment frequency
Typical improvement in deploy cadence after a 90-day engagement.
Content pillars
Four pillars. Clustered proof for engineering leaders.
Each pillar links playbooks, case studies, and frameworks — built for AI search and human scan-reading.
Pillar 1
Agile transformation
Sprint theatre vs outcomes — diagnostics, ceremonies, and leadership habits.
Playbooks →
Pillar 2
DevOps & engineering
CI/CD reality, platform engineering, MTTR, and deploy risk reduction.
Case studies →
Pillar 3
AI & agentic systems
MCP meshes, governance, cost models, and production agent pipelines.
Solutions →
Pillar 4
Technical leadership
Exec readouts, due diligence, and engineering culture under board pressure.
Frameworks →
Proof from the field
Full library →
Read how I reason before we speak
Case study
Agentic Supply Chain: Proving −30% Stockouts and 0K Capital Optimization
Agentic Supply Chain: Proving −30% Stockouts and $530K Capital Optimization By Vatsal Shah · 2026-06-14 · Supply Chain / Domain…
Case study
How a Global Logistics Operator Connected 14 Internal Systems to Governed AI Agents via Private MCP
Enterprise MCP integration via a private mesh and outbound-only tunnels let a global logistics operator connect SAP ERP, WMS, and ITSM to…
How every engagement starts
Three steps. No sales machine.
30-min discovery call
You describe the pain. I ask blunt questions. If there's fit, we talk scope. If not, I'll tell you who to call instead.
Book the call →Week-one diagnostic
Interviews, backlog review, ceremonies observed. Written leverage map delivered at end of week one — actionable, not a 40-slide deck.
See how I work →Embedded implementation
I work alongside your team — sprints, Slack, standups, exec readouts. Outcomes within the engagement. Playbooks you own when I leave.
Read outcomes →Sectors with delivered outcomes
BFSI & Banking
Series A / B SaaS
HealthTech
Enterprise Platform
GovTech
AI-native B2B
What teams say
Outcomes that stick
"We went from three-week deploy cycles to three days in the first month — because he was in our repos and standups, not sending status decks."
"Two consultancies before him. Vatsal was the first to kill half our roadmap in week one — and he was right on every cut."
"Our agent pipeline handles millions of events daily. He stayed until our team could run it without him — that handoff mattered more than the architecture deck."
Paraphrased from real engagements — initials and sectors only, per client confidentiality.
Agile Tech Guru — Frequently Asked
Common questions about Agile Tech Guru & Vatsal Shah
What is Agile Tech Guru?
Agile Tech Guru is the independent consulting brand of Vatsal Shah — agile transformation, DevOps, and AI engineering advisory for engineering leaders. Not a firm, not a course. One practitioner with 15+ years in the field.
Who is Vatsal Shah?
Vatsal Shah is an independent Agile consultant and AI Engineering Advisor based in Ahmedabad, India. He founded Agile Tech Guru and advises CTOs and engineering leaders on agile transformation, DevOps, platform engineering, and agentic AI.
What services does Agile Tech Guru offer?
Agile Tech Guru offers: Agile transformation advisory, DevOps and platform engineering consulting, AI engineering advisory, engineering leadership coaching, technical due diligence, and discovery calls. All services are delivered by Vatsal Shah directly.
Is Agile Tech Guru based in India?
Yes. Vatsal Shah and Agile Tech Guru are based in Ahmedabad, Gujarat, India. Clients are served globally across India, the United States, the United Kingdom, and the Middle East.
How do I work with Agile Tech Guru?
Start with a free 30-minute discovery call at agiletechguru.com/contact. No pitch, no hard sell — Vatsal will assess fit honestly and recommend next steps.
What industries does Agile Tech Guru serve?
Agile Tech Guru has delivered engagements across BFSI (banking and financial services), SaaS, HealthTech, GovTech, e-commerce, and enterprise technology — with deep expertise in regulated and high-stakes environments.
Is Agile Tech Guru the same as The Agile Guru or agileguru.org?
Official website: agiletechguru.com only. Agile Tech Guru is operated by Vatsal Shah and is not affiliated with The Agile Guru (theagileguru.com), agileguru.org, tech.agileguru.org, Agile Tech Services (agiletechservices.co), or other similarly named training websites.
If the next quarter has to be different, start with an honest map.
Thirty minutes. Your context, my read on leverage points, and a straight answer on fit.