For the new Head of AI at Socure  ·  First-90-days concept brief

You've got Zero Trust. Now run RiskOS AI Suite on the same edge.

Socure already secures the workforce with Cloudflare Zero Trust. The natural next move for the new Head of AI: run the AI-native decisioning workload — Sigma fraud models, RiskOS AI Suite, the 100B-node identity graph, multi-LLM inference across Claude + GPT — on the same Cloudflare edge that already protects your perimeter. One vendor relationship. One compliance perimeter. 330+ POPs for sub-100ms identity decisions globally.

3,000+
Socure customers
40B
Known outcomes in your graph
100B+
Identity graph nodes
330+
Cloudflare POPs (you use these)
The thesis

Socure already wrote the problem statement.
Cloudflare ships the platform that solves it.

Read Socure's own homepage. The AI takeover, machine identity, deepfake economics, sub-second decisioning — that's the architecture brief for the next 5 years. The infrastructure that executes that brief is exactly what Cloudflare's developer platform was built for.

From socure.com — homepage
"AI has collapsed the cost of impersonation to near zero. Deepfakes, video and voice clones, device farms, synthetic identities, sim swaps, and digital doppelgangers have now outpaced real human traffic on the internet growing 50x annually. This is transforming the problem beyond just human identity — machine identity is now the critical challenge... You must have a partner who can keep up and use AI on offense."
— Socure homepage, June 2026
You already have

Zero Trust

Workforce + access secured on Cloudflare

Natural next move

Developer Platform

RiskOS AI Suite + Sigma models + identity graph at the same edge

What we noticed in your stack

Your marketing is on Vercel + Next.js. Your API runs nginx + Envoy on AWS (x-envoy-upstream-service-time in every response). Your portal is behind AWS CloudFront. Your AI stack confirms both Anthropic and OpenAI in production (TXT verifications), plus Cursor and Lovable for your engineering team. That's a multi-LLM, AI-native engineering org. And you're already on Cloudflare for Zero Trust — meaning the compliance review, the legal review, the vendor risk assessment are all done. The expansion is one config flag away.

Value plays for the new Head of AI

Eight things Cloudflare changes for Socure.

Ranked by impact-per-effort for the AI workloads specifically — Sigma models, RiskOS AI Suite, identity graph, deepfake defense, multi-tenant per-customer isolation.

01 — Flagship for AI

AI Gateway for RiskOS AI Suite

Your TXT records confirm Claude + GPT both in production. Pulse AI / RiskOS AI Suite fires LLM calls constantly across 3,000+ tenants. AI Gateway sits in front of both providers — per-customer cost attribution, semantic cache on repeated identity questions, full audit logs (your regulated customers will require this), rate-limit + fallback routing. One config, no code change.

AI Gateway Multi-provider Semantic Cache
See calculator below ↓
02 — Sub-100ms decisions

Workers at 330+ POPs for Sigma inference

Identity decisions are latency-critical. A Coinbase signup in Singapore, a Chime onboarding in Texas, a DraftKings deposit in New Jersey — all need sub-100ms fraud decisions or conversion drops. Workers run the Sigma decisioning logic at the POP nearest the user. Models stay in your AWS region; the edge runs the orchestration. Globally distributed, sub-50ms ingest.

Workers Smart Placement
Geo-latency on every identity decision
03 — Identity graph at edge

Vectorize for the 100B-node graph + similarity search

Your homepage: "the largest identity graph (100s of billions)." Graph similarity is the textbook Vectorize workload — embed the identity signal vector, semantic-search across the graph for closest matches, return in sub-30ms. Per-customer index isolation keeps Coinbase's graph slice separate from Chime's. Replaces a dedicated vector DB tier.

Vectorize Workers AI Embeddings R2
Native graph similarity infrastructure
04 — Per-customer isolation

Workers for Platforms for 3,000+ tenants

Citi's RiskOS config ≠ Coinbase's RiskOS config ≠ California Gov's RiskOS config. Each customer has their own decision rules, risk thresholds, custom workflows. Workers for Platforms dispatch namespaces give you one isolated worker per tenant — fully isolated, individually metered, no noisy-neighbor risk. Direct architectural fit for your "Socure Enterprise" SKU.

Workers for Platforms Dispatch Namespaces
Per-customer enterprise isolation
05 — Deepfake defense

Workers AI for vision + voice models on Predictive DocV

Predictive DocV runs doc verification + biometric + liveness. Today that's regional GPU clusters. Workers AI runs vision and voice models at the edge — Whisper for voice anti-spoofing, CLIP-style for doc liveness, fingerprint embeddings — at the same POP as the user. Sub-100ms verification with no regional hop. Compounds with your "AI on offense" stance.

Workers AI Whisper Vision Models
Doc + liveness at sensor latency
06 — Storage economics

R2 for the 40B-outcome historical archive

"40 billion historical known outcomes" is a serious data lake. Today probably on S3 — every customer query, every model retraining pass, every auditor request hits the egress meter. R2 eliminates egress entirely. S3-compatible API means your existing tooling just swaps endpoints. For an identity platform with auditors examining historical decisions constantly, the math compounds fast.

R2 Zero Egress S3-compatible API
Typical 40-60% storage TCO reduction
07 — Bot defense

Bot Management + Turnstile on RiskOS endpoints

Your homepage names the problem: "device farms, synthetic identities, sim swaps growing 50x annually." Cloudflare Bot Management on RiskOS API endpoints adds an L7 defense before requests even reach your decisioning layer. Pair with Turnstile (CAPTCHA replacement) on signup forms across your customer base. Same engine that protects 25M+ Cloudflare sites, applied to your identity perimeter.

Bot Management Turnstile API Shield
Pre-decisioning bot filter
08 — GovCloud

FedRAMP-aligned posture for SocureGov

SocureGov RiskOS is your separate GovCloud deployment for federal customers (Login.gov, IRS, state agencies). Cloudflare for Government is FedRAMP Moderate authorized with FedRAMP High in process. As your new Head of AI scopes the GovCloud AI roadmap, Cloudflare's compliance posture is the bridge between your commercial AI stack and your federal one — same primitives, FedRAMP-compatible.

Cloudflare for Government FedRAMP Moderate
One platform, two compliance domains
Mapping

Socure capabilities → Cloudflare primitives.

Each RiskOS surface and product line maps to a specific Cloudflare developer primitive. Not approximately — exactly.

Socure capability What it does Cloudflare primitive
Zero Trust (today) Workforce access + security perimeter Access, Gateway, WARP ✅ (in production)
RiskOS AI Suite Multi-LLM agentic decisioning across customers AI Gateway + Workers AI
Sigma fraud models (3 SKUs) Identity / Synthetic / First-Party fraud decisions Workers at edge + AWS for model serving
Identity Graph (100B+ nodes) Largest known identity graph for similarity matching Vectorize + R2 + Workers AI Embeddings
Per-customer RiskOS configs 3,000+ customers, each with their own decision rules Workers for Platforms dispatch namespaces
Predictive DocV (doc + biometric + liveness) Vision + voice models for identity verification Workers AI (Whisper, vision models) at edge
Graph Intelligence Complex identity connection analysis Durable Objects for graph traversal state
40B historical outcomes archive Training data, audit trail, regulatory evidence R2 (zero egress) + Logpush
RiskOS reconciliation workflows Multi-step decision orchestration with retries Workflows + Queues
API protection (developer.socure.com) Customer-facing APIs need schema + rate enforcement API Shield + Bot Management + mTLS
SocureGov (GovCloud) Federal customers requiring FedRAMP-compatible stack Cloudflare for Government (FedRAMP Moderate authorized)
Quantify it

The AI Gateway math for RiskOS AI Suite across 3,000+ customers.

Drag the sliders. The compounding insight: when N customers ask similar identity questions, semantic caching scales with N. "Is this email reused across breached accounts?" "Does this phone belong to a sim-swap pattern?" — these patterns repeat across customers, and the answers are highly cacheable when normalized.

AI Gateway savings calculator

Annual LLM inference cost — with and without semantic cache

Cache hits cost ~5% of a full inference call (embedding lookup + small response stitch). Adjust sliders for Socure's actual scale.

1,500
20,000
2,200
55%
$15
Total AI Suite calls / year 11B
Total tokens / year 24T
Cost without AI Gateway $361M
Cost with semantic cache $171M
Annual savings $190M

Directional. Identity-decisioning workloads typically run higher cache-hit rates than the 55% default because the question space (email reused, phone risk, device fingerprint match) is so repetitive across customers. AI Gateway also adds free observability, rate limiting, fallback routing, per-customer cost attribution, and request logging — none of which is priced into the chart above.

Architecture

How a Coinbase signup runs through RiskOS on Cloudflare.

A user in Singapore signs up at Coinbase. Coinbase calls Socure RiskOS for an identity decision. Following the full path.

1

Coinbase API call hits the nearest Cloudflare POP (SIN)

Coinbase's backend calls api.socure.com/v1/decision. The DNS resolves to the closest POP — Singapore, not AWS us-east-1. Round-trip drops from ~180ms to ~14ms.

Workers Smart Placement
2

API Shield validates the request against the OpenAPI spec

Schema enforcement at the edge: required fields present, types correct, customer auth valid. Bot Management scores the request — known Coinbase IP, valid mTLS cert, low bot signal. Pass. Total: ~10ms.

API Shield Bot Management mTLS
3

Workers for Platforms routes to Coinbase's namespace

Hostname → tenant lookup. Coinbase's worker — with their custom decision thresholds, risk policies, RiskOS configuration — runs in an isolated runtime. Zero noisy-neighbor risk between Coinbase and Citi using the same RiskOS platform.

Workers for Platforms Dispatch Namespaces
4

Vectorize queries the identity graph for similar patterns

Embed the user's identity signal (email, phone, device, IP, behavior). Vectorize searches Coinbase's isolated slice of the 100B-node graph for the closest 50 matches. Returns in <30ms. Found: 12 matches with known synthetic-identity outcomes.

Vectorize R2
5

Sigma model scoring runs at edge or origin

Light-weight Sigma model inference runs in Workers AI for fast first-pass scoring. If the score is borderline, route to the full model on Socure's AWS GPU cluster for the complete Sigma Identity Fraud + Sigma Synthetic Fraud evaluation. Hybrid edge + origin pattern.

Workers AI AWS Origin
6

AI Gateway checks the Pulse AI / AI Suite cache

For the contextual reasoning layer (RiskOS AI Suite): "Singapore signup, sim-swap pattern signals, this email cluster" — semantic search hits cache. 89 similar Coinbase decisions resolved in the last 7 days. Cached reasoning returned in 30ms. No fresh LLM call needed.

AI Gateway Semantic Cache
7

Decision returned to Coinbase

RiskOS decision packet (auto-approve / step-up / reject / review) returned to Coinbase backend. Total wall-clock: under 200ms. Coinbase shows the user the next step in real time. The compounded effect of edge routing: Coinbase's conversion rate goes up, not down.

Workers WebSockets
8

Full event archived to R2, dashboards updated

Decision trace + Sigma scores + AI Suite reasoning + outcome written to R2 (zero egress when Coinbase's compliance team later requests it, when regulators audit, or when the model retrains). The 40B-outcome lake gains another record. Per-customer cost attribution recorded.

R2 Logpush

30 minutes. No slides. Just architecture math.

You're already a Cloudflare Zero Trust customer — the procurement, security review, and legal review are done. The expansion conversation for the new Head of AI is shorter than any net-new vendor pitch you'll take this quarter. Worth comparing notes on how AI Gateway + Workers for Platforms + Vectorize land specifically against the RiskOS AI Suite roadmap?

Book 30 min with Matt Holscher
Matt Holscher · Solutions Engineer · Cloudflare Developer Platform