Innovution
Applied-AI consultancy · Fifteen years operationalizing enterprise workflows — now applied to AI

From AI ideas to operational impact.

We understand your workflows first, then build the AI that earns its keep — whether that's optimizing how your team works, building an AI product to ship or run internally, or getting your organization AI-ready. Fifteen years of enterprise transformation underneath all of it.

High-volume manual workflowsKnowledge & retrievalAudit & evidenceThesis-to-MVP
A note from the founder
The question isn't whether AI can help. It's where it belongs in your workflow, how the handoffs work, and what it takes to make it operational.
Waqqas Ali
Founder & CEO · Innovution

Optimize a workflow with AI, build an AI product, or get your team AI-ready — all backed by fifteen years of enterprise transformation and custom delivery, across every industry.

Track record

Fifteen years across enterprise, regulated, and growth-stage clients.

Clients includeNTT · Dimension Data · ServiceTitan · Agiletek
NTT · MULTI-YEAR ENGAGEMENT
$8B+

global eCommerce transformation scope.

90%

quote-to-cash cycle time reduction.

10x

renewals workflow improvement vs. baseline.

The one engagement we can walk you through end to end.

WE BUILD, NOT JUST ADVISE
Two AI products in production — A3PO and Pengwin.
See the work
Services

Seven practices. One way of working.

We don't hand you a strategy and leave — we stay in the work. Every engagement is led by senior practitioners, scoped to an outcome you can name, and delivered in production-ready form.

Applied AI Strategy & Development

AI opportunity assessment, RAG and knowledge assistants, agentic workflows, and the build work to ship them in production.

See how we work

Product Strategy & Platform Build

From a market thesis to a working MVP. We define what to build, then build it — with you in the room, not on the sidelines.

See how we work

Embedded Delivery Leadership

Fractional product / AI leadership embedded in your team. We run the work, mentor your people, and leave a stronger org behind.

See how we work

Workflow & Operations Modernization

Quote-to-cash, renewals, proposal generation, compliance evidence — measured workflow throughput, not slides.

See how we work

Cloud, Data & Integration

FedRAMP-aligned cloud architecture, data pipelines, and integration with Salesforce, SAP, ServiceNow, and GCP-native services.

See how we work

Embedded Capacity

When you need senior product, AI, or engineering capacity for a defined arc — without the headcount overhead — we step in.

See how we work

AI Enablement

Strategy, guardrails, upskilling, and governance so AI sticks after we leave — instead of becoming a pilot nobody owns.

See how we work
One capability · for environments that require it

Built for mission-critical environments.

We design AI systems with secure-by-default architecture, human review checkpoints, and governance models built for compliance-aware environments — including FedRAMP-aligned cloud and SAM.gov-registered federal readiness. One capability we bring for buyers who need it, not the only thing we do.

CMMC readiness is delivered through A3PO, our AI-assisted compliance platform with Alpha Team Solutions — a partnership, not a checkbox.

Secure-by-default architecture

Threat-modeled at design time. Encryption, isolation, and least-privilege are starting assumptions — not retrofits.

Human-in-the-loop discipline

Defined review and override checkpoints. Every model output traceable to its prompt, its sources, and the human who approved it.

Compliance-aware AI governance

Auditability, access logging, prompt and output retention policies — designed for environments where someone will ask "show me the trail."

FedRAMP-aligned cloud

GCP-native architecture aligned to FedRAMP control families. Built so the path to ATO is the path you’re already on.

FEDERAL VENDOR REGISTRATION
SAM.gov Registered  ·  CAGE: 14CC0  ·  Small Business
Primary NAICS: 541512 — Computer Systems Design Services  ·  PSC: AC33 · DA01 · DA10 · R408 · R425
Featured AI ventures & engagements

We don't only advise. We build and operationalize.

Two AI products in production — Pengwin and A3PO — and fifteen years of enterprise transformation. Proof that the strategy and the build come from the same room. These are ours; we build the same way for you.

See all work
CMMC · 60 OF 110 SHOWN● 4 GAPS
Venture · partnership · CMMC readiness

A3PO — AI-assisted cybersecurity compliance readiness

A partnership between Innovution and Alpha Team Solutions. A3PO helps organizations and C3PAO firms streamline CMMC evidence review, readiness assessments, and compliance preparation — through a secure, human-in-the-loop workflow.

  • AI-assisted document & evidence analysis
  • Human-in-the-loop expert review
  • Secure cloud-based solution architecture
  • CMMC readiness process design
PartnershipComplianceRegulated AI
www.a3po.ai Read case study
EXECUTIVE SUMMARYSCOPE OF WORKTECHNICAL APPROACHPAST PERFORMANCESTAFFING PLANPRICING & TERMSUNSTRUCTURED INPUTSTRUCTURED OUTPUT →
Venture · Innovution · Proposal generation

Pengwin — AI-powered proposal generation

Developed by Innovution. Pengwin helps proposal teams produce structured, high-quality first drafts faster — combining guided workflows, reusable company knowledge, and generative AI to turn a manual content problem into a repeatable, scalable process.

  • AI product strategy & MVP definition
  • Generative AI workflow design
  • Content reuse & knowledge structure
  • SaaS development & GTM positioning
Innovution ventureApplied AISaaS
www.pengwin.ai Read case study
SFDCSAPSNOWGCP$8B+SCOPENTT · GLOBAL ECOMMERCE TRANSFORMATION4 STACKS · ORCHESTRATED
Client engagement · Enterprise transformation

NTT — global eCommerce transformation at $8B+ scale

Embedded delivery leadership inside NTT's multi-year global eCommerce transformation. Salesforce, SAP, ServiceNow, and GCP — orchestrated, not just integrated. The engagement behind the $8B+, 90%, and 10x proof metrics elsewhere on this site.

  • Quote-to-cash · 90% cycle time ↓
  • Renewals · 10x workflow improvement
  • Salesforce · SAP · ServiceNow · GCP
  • Embedded delivery leadership
NTTQuote-to-cashGCP
Read case study
Packaged offers

Fixed scope. Defined outcomes. No surprise meters.

Six ways to start. Each one is a real engagement we have run — with a fixed window, a named outcome, and a single point of accountability.

2 weeks · From $22k

AI Opportunity Assessment

A structured read of where AI moves the needle in your business — and where it does not. You leave with a ranked opportunity map and an honest scope.

From $22,000See the brief
Typically scopes the first automation that pays for it.
Most-asked
4–6 weeks · From $55k

Workflow Automation Sprint

A single high-impact workflow — quote-to-cash, renewals, proposal ops — modernized with AI, in production, with human checkpoints.

From $55,000See the brief
The engagement behind the 90% cycle time reduction.
6 weeks · From $65k

AI MVP Blueprint

From thesis to a working MVP. Product definition, architecture, the first build, and a path to the next 90 days.

From $65,000See the brief
From thesis to working product in six weeks.
4 weeks · From $38k

RAG / Knowledge Pilot

A grounded knowledge assistant on your real corpus — with citations, guardrails, and a defined human review path. Not a demo.

From $38,000See the brief
A grounded assistant on your real content — not a demo.
Fractional · 3–6 mo

Fractional Leader (AI or Product)

Embedded senior leadership for the months when you need it. We run the work, mentor the team, and hand back a stronger org.

From $16,000 / monthSee the brief
Senior leadership without the $300k+ full-time hire.
Engagement · custom

Embedded Delivery

For enterprise transformation arcs that need senior product, AI, and delivery capacity for a defined window — without the headcount overhead.

ScopedSee the brief
Enterprise transformation capacity without headcount overhead.
FOR SMALL BUSINESS
Run a small business? See offers built for owner-operated teams.
See small-business offers
Founder

I built Innovution in 2011 to close the gap between strategy and what actually ships. Fifteen years on, that same gap is why most AI initiatives stall before they reach production.

I've spent my career inside enterprise transformation work — $8B+ global eCommerce programs, regulated quote-to-cash workflows, renewals systems that touch every customer. The teams that win are the teams where strategy and build are the same conversation.

Innovution is a boutique on purpose. Every engagement is led directly by me — and delivered with a senior bench of practitioners and technical partners who have already shipped this kind of work. No pyramids. No handoffs to people you haven't met.

If you're trying to move from an AI deck to an AI workflow that earns its keep — let's talk.

Waqqas Ali
Founder & CEO · Innovution
Read the long story
Enterprise stacks
Salesforce · SAP · ServiceNow · GCP
Domains
Quote-to-cash · Renewals · Proposal ops · Compliance
Posture
Secure-by-default · Human-in-the-loop
Delivery model
Senior practitioners · Technical partners · Embedded capacity
Insights

Field notes from inside the work.

All insights
Definition · 6 min read

What is applied AI? A practitioner's definition.

The line between "AI" and "applied AI" is the difference between a demo and a workflow that someone is responsible for. Here is how we draw it.

May 12, 2026Read
How it works · 9 min read

How RAG actually works — and when to use it.

Retrieval-augmented generation in plain language: what it is, what it isn't, and the three failure modes we see most often in enterprise builds.

May 02, 2026Read
Design principle · 7 min read

The human-in-the-loop design principle.

Why "human review" is not a checkbox — and how to design review points that catch the work that matters without strangling throughput.

Apr 21, 2026Read
Solutions Beyond Ordinary

Have an AI idea you need to operationalize?

Bring it — half-baked, half-built, or just a thesis. We will tell you the honest version of what it takes, what it costs, and whether we are the right team to do it with you.