Shufti · Case study

Making complex products easier to bring to market.

Connected product, sales and marketing across seven product lines, from clearer positioning to the launch of a security audit on AWS Marketplace.

My role: Product Manager
Company: Shufti
Period: Jul 2025 – Present

Product lines brought to market: 7; Positioning, sales materials and enablement across the portfolio.
GTM material adoption: >90%; Client-facing teams using the updated materials within Q1.
Organic traffic: +43%; Reported increase following the website and product-page revamp.

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Context

When I joined Shufti, I stepped into a company operating at a different scale than anything I'd built before. The platform covers 10,000+ document types from 240+ countries in 150+ languages, with seven offices and 17+ products across the identity verification and AML compliance landscape. My role is product management at scale: owning GTM for seven product lines simultaneously and preparing the analyst briefings that determine market positioning with Gartner and Liminal.

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The Challenge

Taking seven distinct products to market simultaneously, each with its own positioning, competitive landscape, and buyer persona, while maintaining coherence across the organisation. In IDV, misalignment between product, marketing, and sales is the most common and most expensive failure. My mandate is to prevent it. Every product line needed positioning, every sales team needed enablement, and everything needed to ship at once.

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What Was Built

GTM Across Seven Product Lines

Complete GTM strategy and execution for Face Verification, Document Verification, Age Verification, AML Screening, VideoIdent (renamed from VideoKYC for DACH market alignment), eIDV, and Address Verification. For each product line: revamped product pages, solution sheets, battlecards, pitch decks, and structured sales enablement sessions. Achieved over 90% adoption, with client-facing teams using updated materials across calls, outbound sequences, and marketing campaigns within Q1.

Address Verification: From One Product to Four

Address Verification arrived as a single product. I rebuilt it as a four-offering suite, each serving a distinct use case and buyer. POA Document-Based handles traditional proof of address via utility bills and bank statements. Doc-less eIDs serves electronic identity verification in markets with national digital ID infrastructure. Address Validation provides global database lookup confirming address existence and deliverability. Geo Risk Signals uses device fingerprinting and IP geolocation matched against declared delivery addresses, flagging location fraud in real time. Each offering has distinct positioning, pricing logic, and buyer persona.

Age Verification: Shipping the Harder Problem

Our liveness and face models handled Challenge 21 (over-21 verification) reliably. Challenge 18 was messier because the demographic variation between 16 and 19-year-olds is narrower, and our confidence intervals were wider than we wanted. The decision: ship anyway. Rather than delaying until Challenge 18 performance reached an arbitrary internal threshold, we launched in the 18 markets where we had the strongest model confidence first. Waiting for perfection on a hard ML problem is a business decision, not just a technical one. We chose to capture the market and improve accuracy in parallel rather than cede ground to competitors who were already live.

Blind Spot Audit

Conceived, named, and launched on AWS Marketplace. Enables banks to stress-test historic KYC portfolios against modern deepfake and injection threats without disrupting live flows. Deployed as AMIs inside the institution's own VPC with no API integration, no data leaving the cloud, and no PII shared. Four engines: Deepfake Detection, Liveness Detection, Document Deepfakes, Document Originality. Removes every traditional procurement blocker.

Explore the feature

Content Library

Centralised hub for client-facing materials tracked through HubSpot. Every download captures contact data and intent signals. Generated 10+ qualified leads within the first month, converting static collateral into measurable demand generation.

Internal LMS & Sales Certification

Certification programme ensuring SDRs and AEs are market-ready. Covers all seven product lines, competitive positioning, objection handling, and technical demos. Certified 15+ team members before prospect engagement.

Website Revamp

Comprehensive revamp of the homepage, all product pages, header/footer, and information architecture. Drove a 43% increase in organic traffic.

Analyst Briefings

Prepared all Gartner and Liminal briefings including decks, documentation, competitive positioning, and follow-up materials. Analyst evaluations feed directly into enterprise sales cycles.

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Impact

Over 90% GTM adoption with client-facing teams using updated materials across calls, outbound, and campaigns within Q1
Address Verification rebuilt from one product to a four-offering suite covering document, doc-less, database, and geolocation verification
Age Verification launched in 18 markets with Challenge 18 coverage, capturing market ahead of delay
Blind Spot Audit launched on AWS Marketplace with 4 audit engines
Content Library: 10+ qualified leads in month one from static collateral
15+ SDRs and AEs certified across all 7 product lines before prospect engagement
43% increase in organic traffic from website revamp
All Gartner and Liminal analyst briefings prepared and delivered

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Reflection

Shufti is where every skill converges. The adversarial thinking from Facia informs the Blind Spot Audit. The product-building instinct from AML Watcher informs how I structure GTM. The zero-to-one experience from Media Watcher and Barie informs how I spot new opportunities. The Address Verification rebuild from one to four offerings was the same instinct that drove the Media Watcher spin-off: find the latent value in what already exists and build it out explicitly.

The Age Verification decision captures something I believe about shipping: perfection on a hard ML problem is not a launch criterion. Market position is. We launched, we captured, and we improved, in that order. Cross-functional alignment between product, sales, and marketing speaking the same language is the connective tissue that makes all of it commercially viable.