AI Audits & Transformation

AI Audit and Playbook.
Delivered in Two Weeks.

A hands-on deep dive into your engineering organization, led by a multi-time technical founder who's been in your seat. Walk away with the exact playbook for what to do next.

150+
Audits Completed
$8K
Flat Fee, No Surprises
1–2 wks
Start to Playbook
2× avg
Velocity Improvement

Two engagements. Pick yours.

Different problems call for different lenses. Both deliver the same thing: clarity, priorities, and a written playbook you can act on immediately.

Technology & Business

SaaS Biz/Tech Audit

A holistic review of your technology, architecture, team, and operations. We go layer by layer, from the database schema to the product roadmap, and give you the assessment your organization has been putting off.

  • 1:1 sessions with CEO, product, and CTO to surface problem areas from every angle
  • Live, front-to-back code walkthrough with engineering, stepping through each layer of the stack
  • Data architecture, infrastructure, and integration review
  • Security posture, deployment pipeline, and production readiness
  • Sprint velocity analysis, team-level and individual
  • Team structure, leadership gaps, and staffing recommendations
Built forSaaS founders, fintech platforms, and firms approaching PE diligence, re-architecture, or a critical scaling inflection.
AI & Engineering Velocity

AI Velocity Audit

Your team has AI tools. Velocity should be at 2×. If it's not, we find out where the time is actually going, across the full development lifecycle from requirements to deployment, and build the plan to close the gap.

  • AI adoption and maturity assessment across every engineer
  • Development lifecycle bottleneck mapping, requirements, code, review, QA, deploy
  • Automated testing strategy to close the feedback loop
  • Hands-on enablement: Claude Code workflows, sub-agents, agent teams, prompt patterns
  • DevHawk deployment for standardized velocity measurement
  • Developer and leadership 1:1s to uncover ground-level blockers
Built forEngineering teams of 5–50 that have adopted AI tools but haven't unlocked the velocity gains they expected.
"Most teams have the tools. We find out exactly why the velocity isn't there, and build the plan to close the gap."
Praveen Ghanta
AI Audits conducted by Praveen Ghanta
CEO, Fraction  ·  Learn about Praveen ↓

What you walk away with

Not a slide deck. A written playbook from someone who's been in your seat, combining strategic and technical recommendations you can act on the same week.

📋

Strategic Recommendation Brief

What I would do in your shoes, for the next few weeks and the next 1–2 quarters. Business context meets technical reality.

Technical Interventions

Low-hanging fruit identified. Quick wins that improve performance, code quality, and throughput, prioritized by impact and effort.

🧪

QA & Testing Roadmap

Tooling, process, and resourcing plan to build the automated testing safety net your team needs to ship fast without breaking things.

🤖

AI Adoption Plan

Where each engineer sits on the adoption curve, what's blocking the next level, and the concrete steps to move the whole team forward.

👥

Org & Hiring Guidance

Team structure assessment, leadership gaps, onshore/offshore balance, and the profile of your next critical hire.

Production Readiness Checklist

Infrastructure, API integrations, data handling, and security posture, scored and prioritized. Essential pre-PE or pre-scale.

How it works

From kickoff to playbook in two weeks

01
Day 1–2

Kickoff & Stakeholder Sessions

We start with structured 1:1s across CEO, product, and engineering leadership. We're mapping where the business is going and where the team thinks the friction lives before we look at a single line of code.

02
Day 3–6

Deep Technical Review

Live walkthrough of the full stack with your engineering team. Architecture, data layer, integrations, infrastructure, deployment pipeline, security posture. We go layer by layer with no shortcuts.

03
Day 7–9

Velocity & AI Adoption Analysis

Sprint data, individual contribution metrics, AI tool usage across the team. We measure what's actually happening versus what people think is happening. The gaps are usually surprising.

04
Day 10–14

Playbook Delivery & Readout

Written recommendations delivered and walked through live. Strategic priorities, technical quick wins, QA roadmap, AI adoption plan, org guidance. Everything ranked by impact. You leave with a clear next step on day one.

Praveen Ghanta
Who leads your audit

Every audit is led by Praveen Ghanta, personally.

Praveen has been building and scaling software teams for over 20 years. He's founded companies, exited twice, and spent the last decade inside some of the most complex SaaS and fintech architectures in the market.

This isn't a junior consultant with a checklist. Praveen runs every session, reviews every line of code, and signs every recommendation. You get a peer who has sat in your seat, not a vendor trying to sell you a retainer.

Praveen Ghanta
CEO, Fraction
Transparent pricing

Fixed price. No surprises.

One flat fee for the full engagement. No hourly billing, no scope creep, no retainer trap.

SaaS Biz/Tech Audit

Full technology, architecture, team, and operations review. Built for founders approaching diligence or a major scaling inflection.

$8K flat
Delivered in 1–2 weeks
  • Stakeholder sessions across CEO, product & engineering
  • Front-to-back live code walkthrough
  • Data, infrastructure & security review
  • Sprint velocity & team performance analysis
  • Org structure & hiring recommendations
  • Written strategic playbook delivered live

AI Velocity Audit

Pinpoint exactly why your team's velocity isn't where it should be and build the plan to close the gap, fast.

$8K flat
Delivered in 1–2 weeks
  • AI adoption maturity assessment per engineer
  • Full dev lifecycle bottleneck mapping
  • Automated testing strategy & QA roadmap
  • Hands-on Claude Code & AI workflow enablement
  • DevHawk deployment for velocity measurement
  • Written AI transformation playbook delivered live
Not sure which audit fits? Book a free 30-min call and we'll tell you exactly which one makes sense, or if neither does.
Ready to get clarity

Know exactly where you stand in two weeks.

Book a free 30-minute call. We'll listen, ask the right questions, and tell you honestly whether an audit makes sense for where you are right now.

150+
Audits completed
$8K
Flat fee, no surprises
1–2 wks
Start to playbook
2× avg
Velocity improvement