Digital Commerce Consulting

Your digital commerce business, finally running the way you pictured it.

TractionIRL helps B2C brands build and scale their digital commerce engine — with the strategy, structure, and execution discipline that turns effort into revenue.

$450M+
Digital P&L managed across DTC and marketplace channels
8
Global markets re-platformed to Shopify without revenue disruption
26
Person digital teams built and led from the ground up
15yrs
End-to-end digital commerce leadership across 4 continents
Sound familiar?

Most digital commerce teams are working hard.
Not all of them are winning.

Strategy and execution aren't aligned

You have a team. You have tools. But strategy, effort, and results aren't clicking together — and you're not sure why.

The P&L doesn't reflect the investment

You're spending on ads, platforms, and people — but the margin story is murky and top-line growth is harder than it should be.

You need senior digital leadership — without the hire

A full-time VP is too much overhead right now. But the gap is real and it's costing you every quarter.

Re-platforming is messier than expected

You're mid-migration and it's eating the team alive. No one owns it with the right level of seniority and commercial judgment.

That's where TractionIRL comes in.

What I do

Senior digital commerce expertise.
Without the full-time price tag.

I partner with B2C brands as a fractional executive or project-based consultant — embedding the strategy, processes, and frameworks your business needs to grow online. That includes a considered approach to AI — sequenced to where the business actually is, grounded in the team's readiness, and aligned to the organisation's own values.

Commercial

P&L & Revenue Strategy

Revenue planning, channel mix, margin discipline, and trading rhythms built around real commercial outcomes — not spreadsheet theory.

  • Digital P&L management & forecasting
  • Channel contribution analysis
  • Promotional calendar architecture
  • Competitive benchmarking
Growth

DTC & Marketplace Launch

From platform selection to go-live — Shopify, Amazon, Walmart, and beyond. Built to generate revenue from day one, not month twelve.

  • Platform strategy & migration governance
  • Marketplace onboarding & optimization
  • Dropshipping integration
  • International market launch
Marketing

Channel Strategy & CRM

Paid, owned, and earned channels built around CAC and LTV — not vanity metrics. Strategy that ties directly to your P&L.

  • Paid media strategy & agency governance
  • Email/CRM program architecture (Klaviyo)
  • SEO & content strategy
  • Loyalty program design
Operations & AI

Team, Tech & AI Readiness

The org design, vendor bench, and AI roadmap that can actually execute — matched to your team's maturity, not the latest trend.

  • Digital org design & role definition
  • Vendor selection & contract governance
  • Tech stack audit & rationalization
  • AI readiness sequencing & roadmap
  • Junior team coaching & playbooks
AI & digital commerce

AI where it adds value.
Fundamentals where they win.

My approach to AI is selective and sequenced. The right tool for the right problem — informed by where your organisation actually is, not where the hype says you should be.

Foundation first

Digital readiness before AI readiness

Many businesses need to reach the current generation of digital commerce before adding an AI layer on top. Getting the data, the platform, the team, and the P&L fundamentals right isn't falling behind — it's building something sustainable. A strong foundation generates profit. A sophisticated AI layer on a weak one generates complexity.

Platform & data integrity Commercial fundamentals Team capability Profitable growth first
AI where it genuinely moves the needle

Selective, purposeful, and ethically grounded

When the foundation is right, AI creates real leverage — particularly in helping teams spend less time on report-building and more time on insight and decision-making. I work with tools across generative AI, agentic workflows, and AI-native analytics — and I weigh company values and ethical considerations before recommending any of them.

Generative content & copy AI-assisted analytics Agentic workflow automation Personalisation at scale Demand forecasting Workplace productivity
"The best AI investment I can help a business make is one their team is ready to own, their values support, and their P&L can feel."
Levi's · Dockers
$147M Digital P&L
Hershey
Gold Effie Winner
Amazon
$450M Category
Radio Systems
PetSafe · Kurgo · SportDOG
Outward Hound
750% Organic Growth
Sadhvika Agrawal, Founder of TractionIRL
Kellogg MBA Harvard Business School 15+ Years 4 Continents

Hi, I'm Sadhvika.

I help B2C businesses stop guessing and start growing — online.

After 15 years building and running digital commerce programs at brands like Levi's, Hershey, and Amazon — managing P&Ls from $50M to $450M, leading 26-person global teams, and taking products from idea to storefront across four continents — I decided to take everything I'd learned and put it to work for the brands that need it most.

The companies that hire me aren't usually broken. They're capable teams with real potential that just haven't found the right system yet. Strategy is scattered. The team is running hard but not in the same direction. The tech stack is patchwork. The P&L has potential but the margin story is murky.

My job is to bring the order. And then help you scale it.

Strategy without execution is just a slide deck. I build both.

Every constraint is an opportunity in disguise. I've built great things with limited resources and I know how to make them count.

Junior teams are an asset, not a liability — with the right structure and coaching, they outperform.

The best digital commerce isn't about the tech — it's about understanding the customer and the commercial model. The tech is just plumbing.

I hold an MBA from the Kellogg School of Management and have participated in executive programs at Harvard Business School. I split my time between Toronto, Canada and the Bay Area, California — and work with clients remotely and on-site across North America and internationally.

On AI: I'm a genuine believer in AI as a productivity multiplier — particularly for helping teams spend their time on the work that matters. I'd rather a team spend an hour interpreting data and making decisions than building the report that contains it. I work with tools across generative AI, agentic frameworks, and AI-native analytics — including Claude, Perplexity, and a growing set of vertical-specific platforms — and I bring that into my own practice as well as the teams I support.

That said, my approach is selective and sequenced. Before any AI recommendation, I weigh the organisation's digital maturity, the team's current capability, the specific problem being solved, and the company's own values and ethical considerations around AI. Many businesses are better served by reaching the current generation of digital commerce first — and that work builds a profitable, sustainable foundation that AI can genuinely amplify when the time is right.

My cats are non-negotiable advisors. They attend every strategy session and have strong opinions about prioritization. (Not available for hire separately.)

How I work with brands

I get embedded.
I stay until the work is done.

Not a parachute-in, deck-and-leave consultant. I work inside your team, your data, and your commercial reality — as a fractional executive or on a defined project basis.

Engagement models

Two ways to work together

Engagement Model 2

Project-Based Consulting

A defined-scope engagement with a clear brief, deliverables, and timeline — typically 6–12 weeks. I come in, do the work at the level it needs to be done, and hand off something your team can use and run with.

  • Scoped brief and milestone plan
  • Defined deliverables and sign-off criteria
  • Knowledge transfer documentation and playbooks
  • Optional: fractional retainer follow-on
Best for: Specific problems — platform migration, channel audit, go-to-market, tech stack evaluation
Scope

What I typically work on

Commercial Strategy

  • Revenue planning & forecasting
  • Channel P&L and margin analysis
  • Promotional calendar architecture
  • Competitive benchmarking

DTC & Marketplace

  • Shopify & BigCommerce strategy
  • Amazon Vendor/Seller Central
  • Dropshipping integrations
  • International market launch

Marketing & CRM

  • Paid media governance (Meta, Google)
  • Email/SMS programs (Klaviyo)
  • SEO & content strategy
  • Loyalty and retention program design

Team & Tech

  • Digital org design
  • Vendor RFP and selection
  • Tech stack rationalization
  • Re-platform program governance

AI Readiness & Roadmap

  • Digital maturity assessment — sequencing current-gen ecommerce and AI investment in the right order
  • Values & ethics review — data use, customer transparency, model bias, and workforce considerations
  • Workplace productivity AI — helping teams generate reports, decks, and data summaries so they can focus on interpretation and decisions
  • Generative AI for content, product copy, and creative production at scale
  • Agentic AI for workflow automation — replenishment, pricing, customer service, and analytics
  • AI tool evaluation across the landscape: Claude, ChatGPT, Perplexity, and vertical-specific platforms
  • Team upskilling & adoption roadmap — building fluency progressively, starting where the team is
My AI approach

Sequenced, values-aligned, and built to last.

AI in digital commerce is a genuine opportunity — and one that rewards a thoughtful approach. Before recommending any AI tool or workflow, I work through four considerations with every client:

1
Digital & organisational maturity

Is the business operating with clean data, a stable platform, and defined commercial processes? Reaching current-generation digital commerce is often the highest-ROI move available — and it creates the foundation that makes any AI investment actually work.

2
Team capability & readiness

AI tools are most valuable when the team can interpret, challenge, and act on their outputs. A big part of my AI work is helping teams build that fluency — so they spend time on insight and decisions, not on building the reports and decks that AI can produce for them.

3
Company values & ethical considerations

AI decisions carry weight beyond the technical. Data use, transparency with customers, model bias, and workforce impact all matter — and they should be part of the conversation before any tool goes live. I help clients think this through, not around it.

4
Evolutionary roadmap

AI adoption is a journey, not a switch. I build roadmaps that start with high-value, lower-complexity applications — workplace productivity, generative content, AI-assisted analytics — and sequence toward more sophisticated agentic workflows as the organisation's capability and confidence grow.

Generative AI Agentic AI LLMs (Claude, ChatGPT, Perplexity) AI-native analytics Workplace productivity AI Personalisation engines Predictive demand planning AI content & copy production

Industries I serve: Any B2C business with a digital commerce problem to solve. I have deep experience in apparel, CPG, home goods, pet, health & wellness, outdoor — and I'm actively working in education and professional services. If you're selling to consumers and digital is how you grow, let's talk.

Proof of work

Real brands. Real P&Ls. Measurable results.

Every engagement starts with a diagnostic — understanding the commercial situation before building any strategy. The work is specific to each brand's reality, not copy-pasted playbooks. Where AI tools accelerate the work — in analysis, content production, or team productivity — they're part of the engagement. Where well-proven execution gets there more reliably, that's the call.

Apparel · Global DTC
Levi's · Dockers
Shopify Re-platformP&L GrowthInternationalOmnichannel

$110M → $147M: Building a global digital commerce engine for Dockers

Situation: Promoted from Director to Head of Global Digital within 10 months. Inherited a $110M digital P&L across 8 owned sites, 3 geographies, and a 26-person team — with no unified platform strategy and a P&L underperforming its brand potential. Needed to simultaneously modernize the platform, grow revenue, and build the org.

$37M
Revenue growth over 3 years ($110M → $147M)
+$6.5M
Incremental annual revenue from 2% → 2.7% conversion improvement
$17M
CAPEX/OPEX optimization + $1.2M agency savings redirected to media
Led full Shopify re-platform across all 8 global markets — managing 1 PM, 5 engineers, and a front-end agency without revenue disruption. Shipped omnichannel features (BOPIS, in-store returns, loyalty integration) bridging DTC and physical retail.
Apparel · Marketplace
Dockers
Marketplaces
DropshippingMarketplace StrategyNet-New Revenue

Unlocking $2.3M in net-new annual revenue through dropshipping integration

Situation: Dockers had significant wholesale relationships with major retailers but no digital dropshipping capability — missing the fastest-growing channel in each retailer's ecosystem. No inventory pre-commitment solution existed. Architected the integration from scratch across four major retail platforms.

$2.3M
Net-new annual revenue, zero inventory pre-commitment
+22%
YOY total marketplace growth
4
Retailers unlocked: Zalando, Kohl's, Macy's, Nordstrom
Architected dropshipping integration opening Zalando, Kohl's, Macy's, and Nordstrom — $2.3M net-new annual revenue, +22% YOY total marketplace growth — without inventory pre-commitment.
Pet · DTC · Organic Growth
Outward
Hound
Org BuildSEO / OrganicCRMBrand Launch

750% organic growth and a new brand launch — built in-house from scratch

Situation: Hired to build digital capability from zero. Thesis: Outward Hound's growth path wasn't paid acquisition — it was organic brand authority. Built the entire team structure, KPI framework, and channel playbooks around that thesis. Also launched Best Friends by Sheri, a net-new cat brand, under the portfolio.

750%
Organic search value growth ($4M estimated)
+$1.8M
Incremental revenue from 1.14% → 2% conversion improvement
+210%
Email revenue YOY — scaled to $1.1M annual
Featured snippets +2,000% YOY. Share of Voice → #1 in Dog, Cat, and Bed categories — on a challenger budget. Built entirely in-house with a team structure and playbooks designed for sustainable, compounding growth.
Pet · Multi-brand · Ecommerce
Radio Systems
PetSafe · Kurgo
Multi-brand Strategy$10M Media BudgetRevenue Growth

+70% YOY and $70M incremental revenue — a $270M ecommerce transformation

Situation: Hired to install Amazon-caliber ecommerce discipline into a company with scale but no digital maturity. Three distinct brands, each with its own strategy: PetSafe fencing — defend via conversion efficiency. Feeders/fountains — neutralize low-cost generics via content and reviews. Automated litter — aggressive paid acquisition in a fast-growing category.

+70%
YOY ecommerce growth (2021), reaching $270M
$70M
Incremental annual revenue from +31% retailer conversion in 6 months
$12.5x
ROAS maintained constant despite rising CPC across $10M budget
Fastest-growing ecommerce channel in company history — +25% YOY (2020) and +70% YOY (2021). Managed $10M paid media budget maintaining $12.5x ROAS constant despite category-wide rising CPC.
Marketplace · Home Improvement
Amazon
Home Improvement
$450M P&LPrivate LabelProfitabilityCX Innovation

+20% YOY and 218 bps profitability improvement on a $450M category

Situation: Senior Buyer / Vendor Manager owning full commercial responsibility for Amazon's Home Improvement category — selection, pricing, profitability, and vendor strategy at scale. Built a private label program from $0 and launched customer experience innovations driven by customer journey data.

+20%
YOY category growth on $450M P&L
+218bps
Profitability improvement, exceeding targets every period
$5.8M
Private label program built from $0 in Year 1
Onboarded hold-out brands in 2 underdeveloped categories, unlocking $15M in annualized sales. Designed DIY project-based shopping lists — leveraging customer journey data to create differentiated, conversion-driving site experiences.
CPG · Brand Marketing
Hershey
Jolly Rancher
Gold Effie AwardRevenue ReversalBrand Relaunch

Gold Effie, a revenue reversal, and a $14M brand repositioning

Situation: Led two of Hershey's most distinctive brands simultaneously. Jolly Rancher had declining revenue — reversed through a digital-first campaign strategy and ecommerce repositioning. Cadbury required a mass-premium repositioning with 8 new flavors, 2 pack formats, and a pioneering influencer model targeting millennial mothers.

−2.6%
→+0.8%
Jolly Rancher revenue reversal YOY
+$14M
Cadbury Year 1 incremental sales from repositioning
Gold
2017 Effie Award — #KeepOnSucking digital-first campaign
Pioneered Pinterest and food blogger influencer model to reach millennial mothers — before influencer marketing was standard practice. Delivered $14M Year 1 incremental sales on the Cadbury repositioning.
Work with me

Let's talk about your business.

If you're building something, scaling something, or trying to fix something in digital commerce — I'd genuinely love to hear about it. Even if you're not sure whether consulting is the right answer, let's have the conversation.

No pitch. No pressure. Just a real conversation.

Send me a note

Got it — thank you.
I'll be in touch within one business day.