Diligence report Consumer & Retail / grocery retail AI and retail media technology Active private unicorn / growth-stage retail technology company

Swiftly

Swiftly Startup Diligence Research Report

Swiftly targets a real retailer need: AI-enabled digital engagement, retail media and data connectivity for regional grocers and wholesalers. Public evidence supports product breadth, current partnerships and campaign proof points, but current valuation support, revenue quality, concentration, privacy/legal exposure and integration economics are unresolved.

Company profile

Swiftly Startup Diligence Research Report

Eligible for a public-source diligence report: Swiftly is publicly listed by CB Insights as a $1.20B private unicorn and shows current 2026 operating activity. Investment diligence remains highly dependent on private financial, customer, cap-table and legal materials.

Website: www.swiftly.com
Sector: Consumer & Retail / grocery retail AI and retail media technology
Geography: United States (CB Insights city: Millbrae; public press dateline: Seattle)
Stage: Active private unicorn / growth-stage retail technology company
Known aliases: Swiftly Systems, Inc., Swiftly AI, Swiftly Retail
Report version: 1.0
Timezone: UTC

Executive summary

Strengths

CB Insights row verifies the $1.20B unicorn marker, date joined and selected investors.
Company product pages verify a broad retail AI, app/web and retail media product suite.
2026 announcements and case studies show active customer/partner signals including MDI, Giant Eagle, Vistar, Better Health, Homeland and UNFI-related campaigns.

Risks

Private financials and runway are not public.
Customer concentration and active deployment economics are unknown.
Consumer data, retail media and alcohol-promotion compliance require deep review.

Gaps

Audited/management financials, ARR, margin, burn and runway.
Full cap table, preferred terms and current valuation support.
Revenue by customer, churn and top-customer concentration.
Litigation, privacy/security, alcohol compliance and insurance materials.

Recommended next steps

Proceed to confidential data-room request list before valuation underwriting.
Run counsel-led litigation/privacy/security review.
Conduct top-customer and partner reference calls.
Benchmark win/loss and pricing against Instacart, Criteo and grocery ecommerce vendors.

Risk register

high high likelihood

R-002: Private revenue quality and runway unknown

No public audited financials, ARR, gross margin, cash burn, net retention or runway were available.

Diligence request: Request monthly P&L, balance sheet, cash flow, ARR cohort bridge, bookings/backlog and cash runway.

high medium likelihood

R-001: Stale unicorn valuation and financing overhang

The $1.20B valuation is a 2022 market-database marker; current preferred terms, dilution, liquidation preferences and any subsequent financing are not public.

Diligence request: Request full financing history, cap table, waterfall and current board-approved valuation materials.

high medium likelihood

R-003: Customer concentration and active deployment uncertainty

Public case studies and logos do not reveal active paid deployments, revenue share or concentration by retailer/wholesaler/brand.

Diligence request: Request revenue by customer, contract status, churn, NPS and reference calls with top customers.

high medium likelihood

R-004: Privacy, retail media and alcohol-promotion compliance exposure

Model uses shopper, transaction and campaign data; Alcohol Cashback involves complex state alcohol regulations.

Diligence request: Review DPAs, consent flows, CCPA/CPRA opt-outs, state alcohol compliance opinions and ad-measurement data flows.

medium high likelihood

R-005: Competitive pressure from scaled retail media and grocery commerce platforms

Instacart, Criteo and grocery ecommerce platforms have scale, brand relationships and measurement capabilities that overlap Swiftly.

Diligence request: Request win/loss analysis, pricing, renewal rates and differentiation roadmap.

medium high likelihood

R-006: Implementation and integration complexity

Swiftly depends on retailer POS, loyalty, inventory, coupon, supplier and media integrations; deployment delays could impair growth and margins.

Diligence request: Request implementation backlog, time-to-go-live, support SLAs, incident history and integration partner map.

medium medium likelihood

R-007: Pending or recent litigation exposure

CourtListener shows dockets involving Swiftly Systems, including Ko and Dollar Tree matters. Merits, damages and insurance recovery are unknown.

Diligence request: Obtain litigation schedule, pleadings, counsel memos, budgets, insurance notices and settlement status.

medium medium likelihood

R-008: Security/subprocessor and data-governance scope not independently reviewed

Trust Center lists SOC 2 and pen-test artifacts and Databricks subprocessor, but reports were not reviewed.

Diligence request: Request SOC 2 report, penetration test executive summaries, subprocessors, DPAs and breach/incident history.

Chapter 01

01Financial Information

Swiftly meets the public unicorn threshold through CB Insights, but detailed financials, runway, cap structure and current valuation support are private-data-room items.

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I.A Annual and quarterly financial information for the past three years

not publicly verifiable confidence: high

No audited or management financial statements were public; only selected public traction metrics and case-study economics were available.

EC-019

Evidence gaps

Audited financials, monthly management accounts, AR aging, deferred revenue, backlog and revenue recognition memo are required.

Hidden risks

Public scale claims could mask low gross margin or high services cost if integrations are labor-intensive.

Follow-up questions

Provide three years of audited/management financial statements, monthly ARR/revenue bridge and AR aging.

Public revenue, ARR and unit-economic signals
metric	public value	source context	verification status	diligence request
Annual GMV moved	$43B+	Company homepage scale metric	company-reported	Reconcile GMV to revenue and take rate.
Transactions tracked	$15B+	Company homepage scale metric	company-reported	Define period, customer coverage and duplicate handling.
ARR / revenue / gross margin / burn	not_publicly_verifiable	No public financial statements	not_publicly_verifiable	Provide audited statements and monthly management accounts.

I.B Financial Projections

not publicly verifiable confidence: medium

Public sources describe growth drivers around retail AI, media and data connectivity but do not provide projections, capital expenditure assumptions or runway.

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Evidence gaps

Board-approved plan, revenue by product, burn/runcash, pipeline and scenario assumptions were unavailable.

Hidden risks

Growth may require costly integrations, media sales capacity and customer success headcount.

Follow-up questions

Provide board plan, forecast by product/channel/geography, burn/runcash and scenario sensitivities.

Public valuation trajectory and financing gaps Only one publicly verified valuation point was found; missing data points are displayed as null diligence gaps.

I.C Capital Structure

partially verified confidence: medium

Public capital-structure evidence is limited to CB Insights selected investors and no SEC issuer entries in scoped name searches.

EC-001 EC-002

Evidence gaps

Shares outstanding, option pool, warrants, debt, liquidation preferences and investor rights are not public.

Hidden risks

Hidden preferences, debt, SAFEs, warrants or secondary transactions could materially change common-equity value.

Follow-up questions

Provide fully diluted cap table, financing documents, debt schedule, investor side letters and waterfall.

Capital structure and ownership snapshot
stakeholder	public position	evidence	diligence caveat
Mendacre	Select investor on CB Insights row	Named by CB Insights	Share class, ownership and preferences not public.
BRV Capital Management	Select investor on CB Insights row	Named by CB Insights	Ownership and rights not public.
Liquid 2 Ventures	Select investor on CB Insights row	Named by CB Insights	Ownership and rights not public.
Common holders, option holders, debt holders	not_publicly_verifiable	No public cap table	Request fully diluted cap table and waterfall.

Swiftly public financing and eligibility timeline Timeline of public eligibility and active-operation evidence.

I.D Other financial information

partially verified confidence: high

CB Insights provides a $1.20B valuation marker and selected investors; detailed financing history is otherwise not fully public in accessible sources.

EC-001 EC-019

Evidence gaps

Complete equity/warrant/debt financing history and current basis for each round were not public.

Hidden risks

A 2022 valuation may not reflect current revenue multiples or market conditions.

Follow-up questions

Provide all financing rounds, post-money/pre-money, securities, preferences, ownership percentages and current 409A/valuation support.

Public funding and valuation history
date	event	amount or valuation	investors or parties	verification status	diligence request
2022-09-19	CB Insights unicorn date joined / valuation marker	$1.20B valuation	Mendacre; BRV Capital Management; Liquid 2 Ventures	verified	Provide financing documents underlying valuation and any later rounds.
Post-2022	Any extension, down-round, debt, SAFE or secondary	not_publicly_verifiable	not_publicly_verifiable	not_publicly_verifiable	Provide full financing history and debt schedule.

Chapter 02

02Products

Swiftly has a broad product suite around retail AI, app/web, retail media, Audience Optimizer, SmartCircular, Alcohol Cashback and Connect; pricing and product-line economics are not public.

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II.A Description of each product

verified confidence: medium

Primary sources verify multiple product modules and integration dependencies, while pricing, margins and adoption by SKU require private records.

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Evidence gaps

No public price book, SKU-level revenue, gross margin, roadmap economics or product adoption by customer.

Hidden risks

Bundled modules can obscure which products drive recurring revenue versus services-heavy implementations.

Follow-up questions

Provide product catalog, active deployments by product, price book, services attach rate and implementation backlog.

Product / SKU matrix
product	audience	key features	evidence status
Retail Media	Retailers and CPG brands	Brand-funded campaigns, app/site inventory, analytics, closed-loop attribution	verified
App & Web	Retailers and shoppers	Store locator, coupons/catalog, shopping list, barcode scanner, branded app/web	verified
Marketing AI Stack / Audience Optimizer	Retailers, wholesalers, brands	Personalized offers, cross-channel delivery, receipt-tied measurement	verified
SmartCircular™	Grocers/retailers	AI conversion of static circular PDFs into interactive, measurable experiences	verified
Swiftly Connect	Retailers/wholesalers	POS, loyalty, ordering, inventory and supplier data connectors	verified

Pricing and packaging public comparison
item	public pricing	packaging signal	risk or request
Swiftly Retail Media	not_publicly_verifiable	Retailer app/site media plus brand campaign services	Request rate card, take-rate, revenue share and campaign minimums.
Swiftly App & Web / Connect	not_publicly_verifiable	Enterprise implementation/integration platform	Request SaaS fees, implementation fees and support margins.
Competitors	not_publicly_verifiable	Instacart/Criteo publish scale rather than price	Request win/loss pricing benchmark.

Swiftly product and dependency architecture Public product architecture inferred from product pages, showing customer-facing modules and data dependencies.

Chapter 03

03Customer Information

Public evidence identifies named customers/partners and selected case-study outcomes, but top-customer revenue concentration, active deployment status and supplier costs are not public.

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III.A Top customers by application

partially verified confidence: medium

Named public customers/cases include Better Health Market, Homeland, UNFI Media Network campaigns and Giant Eagle; public materials do not identify top 15 customers by revenue.

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Evidence gaps

Top 15 customers by fiscal year, purchase timing, current contract status and revenue contribution are private.

Hidden risks

Case studies may represent selected successful outcomes rather than normalized portfolio performance.

Follow-up questions

Provide customer list by ARR/revenue, contract term, renewal date, product modules and reference contacts.

Public customers and case studies
customer or case	use case	public result	status	gap
Better Health Market	Digital circular amplification with Audience Optimizer	$27.23 iROAS; $2.87 higher exposed-shopper spend; 2.14% sales lift	verified company case study	Contract value and active status not public.
Homeland / HAC, Inc.	App/web refresh and Audience Optimizer app acquisition	10X app-install increase and higher basket spending quote	verified company case study	Revenue contribution not public.
UNFI Retail Media Network campaign	Onsite/offsite pet-food brand ads	$6.67 ROAS; 17.8% new-to-brand buyers; 63% new category buyers	verified company case study	Whether Swiftly is prime vendor/revenue share not public.
Giant Eagle	Alcohol Cashback	Partnership announced February 2026	verified announcement	Rollout scale and revenue not public.

Customer and partner public concentration proxy Bar chart uses disclosed public reach/partner counts and marks unavailable revenue concentration as null.

III.B Strategic relationships

verified confidence: medium

Strategic relationships include MDI and Vistar Media, both announced in 2026, but economics and exclusivity were not public.

EC-008 EC-010

Evidence gaps

No partner contract value, exclusivity, minimum commitments, revenue share or channel conflict detail.

Hidden risks

Partner-led distribution could be broad but low-revenue unless retailer activation and media sales convert.

Follow-up questions

Provide strategic partner agreements, MDF/revenue-share terms, rollout milestones and active retailer counts.

Strategic relationships and partnerships
partner	nature	public evidence	diligence gap
Merchants Distributors (MDI)	Wholesale-grocer channel partnership	Web, digital circular, SmartCircular and Audience Optimizer rollout to independent grocers; MDI serves 600+ grocers.	Commercial terms and active retailers.
Vistar Media	DOOH media integration	Integration extends Swiftly retail media campaigns to Vistar DOOH network; 1.1M screens cited.	Revenue share, targeting consent, campaign volume.
Giant Eagle	Retailer product partnership	Alcohol Cashback partnership announced.	Store rollout, revenue and compliance approvals.

III.C Revenue by customer

not publicly verifiable confidence: high

Revenue by customer and any customers over 5% of revenue were not public.

EC-019

Evidence gaps

Revenue by customer, product, geography and channel was unavailable.

Hidden risks

A small number of grocers/wholesalers could account for disproportionate platform usage, media inventory or revenue.

Follow-up questions

Provide revenue by customer for the last three fiscal years and YTD, including any 5%+ customers.

III.D Significant relationships severed within the last two years

not publicly verifiable confidence: medium

No public list of severed material customer, partner or supplier relationships was found in scoped sources.

EC-019

Evidence gaps

Churn, downgrades, terminated partnerships and disputed implementations require company confirmation.

Hidden risks

Lost retailer relationships may not be publicly announced and could impair network scale.

Follow-up questions

Provide churn/lost-customer schedule and all material disputes or non-renewals in the last two years.

III.E Top suppliers

partially verified confidence: medium

Public sources identify dependencies on retailer systems, coupon providers, Vistar and Databricks; purchase amounts and supplier agreements are private.

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Evidence gaps

Top supplier spend, cloud architecture, SLAs and subprocessor DPAs were not public.

Hidden risks

Supplier or subprocessor outages and retailer data-quality problems can undermine campaign attribution and app utility.

Follow-up questions

Provide supplier spend, cloud bills, subprocessors, SLAs, incident history and dependency map.

Top supplier / infrastructure dependency snapshot
supplier or system	role	public evidence	concentration risk
Retailer POS, loyalty, inventory, ordering and supplier systems	Core data inputs	Swiftly Connect product page	Data quality and access rights can constrain implementation.
Databricks	Subprocessor / analytics platform	Trust Center subprocessor listing	Need DPA, data residency and cost controls.
Vistar Media	DOOH media inventory partner	Vistar announcement	Partner availability and attribution integration.
Third-party coupon providers / app stores / social channels	Consumer engagement and promotion distribution	App & Web and Audience Optimizer product pages	Terms, platform policy and tracking changes.

Chapter 04

04Competition

Swiftly competes in crowded retail media, grocery ecommerce and personalization markets against scaled platforms with larger networks and advertiser relationships.

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IV.A Competitive landscape by market segment

verified confidence: medium

Competitor public pages confirm overlap with retail media, grocery ecommerce and personalization; Swiftly differentiates on retailer-first AI/connectivity but must prove scale and economics.

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Evidence gaps

No public win/loss, pricing comparison, customer retention, market share or RFP outcome data.

Hidden risks

Large competitors may bundle media buying, ecommerce and fulfillment with broader first-party data networks.

Follow-up questions

Provide competitor win/loss, churn reasons, pricing benchmarks and differentiation evidence.

Competitor comparison matrix
company	public scale or position	product overlap	differentiator or risk
Swiftly	12M+ active shoppers; 33K+ storefronts; 350+ CPG brands on Retail Media page	Target company	Retailer-first AI/connectivity; scale needs audit.
Instacart Ads	Over 2,200 retail banners and 100,000 stores claimed	Retail media, shopper targeting, measurement	Much larger consumer network; may compete for CPG budgets.
Criteo Retail Media	4,000+ brands and 200+ retailers globally claimed	Retail media platform and advertiser relationships	Established ad-tech infrastructure.
Mercatus	Grocery ecommerce and personalization positioning	Digital grocery storefront and personalization	Potential competitor/partner in grocery tech RFPs.

Basis-of-competition scoring
axis
Scale/reach
Measurement
Integration depth

Retail media and grocery technology market map Market map positions Swiftly against retail media and grocery ecommerce competitors using public positioning.

Chapter 05

05Marketing, Sales, and Distribution

Swiftly sells to retailers/wholesalers and monetizes CPG brand campaigns through product-led and partner channels; sales productivity, budgets and pipeline are not public.

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V.A Strategy and implementation

verified confidence: medium

Swiftly’s public GTM combines enterprise retailer/wholesaler sales, CPG brand-funded campaigns, partner distribution and product marketing around AI/retail media.

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Evidence gaps

Sales headcount, quota capacity, CAC, payback and marketing budget are not public.

Hidden risks

Marketing claims may require large retailer data rights and brand demand to translate into recurring revenue.

Follow-up questions

Provide pipeline, bookings by channel, CAC/payback, sales cycle, quota capacity and campaign revenue take-rate.

Distribution channels and GTM motions
channel
Direct retailer/wholesaler enterprise sales
CPG brand-funded retail media
Partner/wholesale network distribution
Case-study/content marketing

Public marketing signal and case-study metrics
source
Marketing AI Stack page
Better Health Market case
Homeland case
UNFI case

GTM channel mix proxy Public channels are charted as unweighted presence signals because revenue mix is private.

V.B Major Customers

partially verified confidence: medium

Major-customer relationship trends are partly evidenced by new 2026 partner announcements, but renewals and relationship health are private.

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Evidence gaps

No renewal schedule, health score, QBR notes or pipeline by major customer.

Hidden risks

Announced partnerships may be pilot-scale or phased rather than fully deployed revenue.

Follow-up questions

Provide top-customer QBRs, renewal calendar, churn risks and deployment milestones.

V.C Principal avenues for generating new business

verified confidence: medium

Principal new-business avenues appear to be direct retailer/wholesaler enterprise sales, CPG advertiser campaigns, partner distribution and case-study-driven proof points.

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Evidence gaps

No channel attribution for bookings or marketing funnel conversion was public.

Hidden risks

Case studies could overrepresent best-performing campaigns and not average sales productivity.

Follow-up questions

Provide bookings by source/channel, lead-to-close funnel and partner-sourced pipeline.

V.D Sales force productivity model

not publicly verifiable confidence: high

Sales-force productivity model is not publicly verifiable.

EC-019

Evidence gaps

Sales comp plans, quota attainment, ramp, win rate and sales cycle require private records.

Hidden risks

Long enterprise sales cycles and implementation delays could stress cash runway.

Follow-up questions

Provide sales org roster, quota plan, attainment, win rates, CAC and payback.

V.E Ability to implement marketing plan with current and projected budgets

not publicly verifiable confidence: high

Ability to fund the marketing plan cannot be assessed without budgets, pipeline and cash runway.

EC-019

Evidence gaps

Marketing budget, runway, CAC, payback and investment plan unavailable.

Hidden risks

Aggressive retail-media growth may require brand-sales and customer-success investment ahead of revenue.

Follow-up questions

Provide current budget, pipeline coverage, CAC/payback and board-approved hiring/marketing plan.

Chapter 06

06Research and Development

R&D signals are product-led: SmartCircular, Audience Optimizer, Connect and AI stacks; detailed R&D spend, staffing, roadmap and development cost are private.

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VI.A Description of R&D organization

partially verified confidence: medium

Public pages identify AI/data/product domains and leaders Henry Kim, Sean Turner and Keith Kirk, but R&D org depth is not public.

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Evidence gaps

R&D headcount, org chart, hiring plan, architecture review and code ownership are not public.

Hidden risks

Thin public org detail makes it difficult to assess engineering capacity and key-person risk.

Follow-up questions

Provide R&D org chart, roadmap ownership, architecture overview, security SDLC and attrition.

Key R&D personnel and notable leaders
name
Henry Kim
Sean Turner
Keith Kirk
R&D/data teams

R&D/product portfolio architecture R&D portfolio map centered on AI/data products and measurement loops.

VI.B New Product Pipeline

verified confidence: medium

SmartCircular and Audience Optimizer show recent AI product pipeline, but development cost, adoption, dependencies and risks require private data.

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Evidence gaps

Development spend, model governance, roadmap milestones, IP registrations and adoption metrics were not public.

Hidden risks

AI claims may require proprietary data rights, model quality controls and rigorous measurement governance.

Follow-up questions

Provide product roadmap, R&D budget, model-governance documentation, IP schedule and release/adoption metrics.

Public product and R&D pipeline
project
SmartCircular™
Audience Optimizer™
Operations AI Stack / Swiftly Connect
Alcohol Cashback

Chapter 07

07Management and Personnel

Public evidence verifies a small leadership set and active careers posture, but full management roster, board, headcount, compensation and turnover are private.

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VII.A Organization Chart

partially verified confidence: medium

About page lists leadership names but not a full org chart or reporting lines.

EC-012

Evidence gaps

Detailed org chart, board composition and reporting lines were unavailable.

Hidden risks

Full executive bench and board oversight are not visible publicly.

Follow-up questions

Provide current org chart, board roster, committee structure and leadership succession plan.

Senior management roster
name
Henry Kim
Sean Turner
Keith Kirk

Public leadership org chart Limited org chart from public leadership evidence.

VII.B Historical and projected headcount by function and location

partially verified confidence: medium

Careers page confirms functional areas but exact historical/projected headcount by function/location is not public.

EC-013

Evidence gaps

Headcount by month, function, location and hiring plan unavailable.

Hidden risks

Rapid scaling or attrition could be hidden without workforce analytics.

Follow-up questions

Provide headcount history, open roles, hiring plan, location mix and attrition by function.

Headcount and hiring signals
function or item
Marketing AI
Operations automation
Data infrastructure
Compensation/stock options

Headcount and hiring signal trend Chart uses public qualitative anchors because exact headcount is not public.

VII.C Senior management biographies

partially verified confidence: medium

Public senior-management biographies are limited; role confirmations are available for CEO/co-founder, CTO/co-founder and CFO.

EC-012

Evidence gaps

Detailed biographies, employment history, references and background checks not public.

Hidden risks

Insufficient background detail limits founder/team reference assessment.

Follow-up questions

Provide management bios, employment agreements, references and background-check confirmations.

VII.D Compensation arrangements

not publicly verifiable confidence: medium

Compensation arrangements are not public beyond careers-page statement that compensation includes stock options and benefits.

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Evidence gaps

Key employment agreements, comp plans, severance and benefits summaries unavailable.

Hidden risks

Retention risk cannot be assessed without equity refresh, salary bands and employment agreements.

Follow-up questions

Provide executive employment agreements, compensation bands, benefit plan summaries and retention grants.

VII.E Incentive stock plans

not publicly verifiable confidence: high

Incentive stock plans are not publicly verifiable.

EC-013

Evidence gaps

Equity incentive plan, option ledger, vesting schedules and 409A not public.

Hidden risks

Option pool size and refresh needs may affect dilution and retention.

Follow-up questions

Provide stock plan, option ledger, grants, exercise prices, vesting and 409A valuations.

VII.F Significant employee relations problems, past or present

partially verified confidence: medium

Significant employee-relations issues are not fully public; Ko litigation may involve employment/personnel claims but merits are not assessed here.

EC-016

Evidence gaps

HR complaints, investigations, settlements, EPLI claims and employee-relations logs are private.

Hidden risks

Employee-relations disputes may affect culture, retention and legal exposure.

Follow-up questions

Provide employee-relations matter schedule, settlement agreements and EPLI notices.

Departures and turnover signals
item
Executive departures
Employee-relations matters
Attrition metrics

Pending lawsuits against or involving Swiftly
case
Ko v. Swiftly Systems, Inc.
Ko v. Swiftly Systems, Inc.
Dollar Tree Management, LLC v. Swiftly Systems, Inc.

Legal and regulatory timeline Timeline of public litigation and legal/compliance events.

VII.G Personnel Turnover

not publicly verifiable confidence: high

Turnover data for the last two years is not public.

EC-013

Evidence gaps

Voluntary/involuntary attrition by function, regretted loss and retention program data unavailable.

Hidden risks

High turnover could be obscured behind active careers marketing.

Follow-up questions

Provide monthly headcount/attrition reports, exit interview themes and retention plan.

Chapter 08

08Legal and Related Matters

CourtListener shows litigation involving Swiftly; privacy, trust-center, terms and IP disclosures identify additional legal/compliance diligence items. Insurance, material contracts and regulatory history require counsel and company confirmation.

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VIII.A Pending lawsuits against the Company

verified confidence: medium

CourtListener identifies pending or recent matters against Swiftly, including Ko and Dollar Tree dockets.

EC-016

Evidence gaps

Underlying pleadings, status, reserves and counsel assessments are needed.

Hidden risks

Damages, indemnity and insurance coverage are unknown from docket summaries.

Follow-up questions

Provide litigation schedule, pleadings, reserves, counsel memos and insurance notices.

Swiftly diligence risk heatmap Heatmap of main diligence risks by severity and likelihood.

VIII.B Pending lawsuits initiated by Company

partially verified confidence: medium

No standalone public plaintiff-side lawsuit by Swiftly was identified, but Swiftly appears as an appellant in Ko-related appellate activity.

EC-016

Evidence gaps

Counterclaims, arbitration matters, demand letters and collection disputes require counsel confirmation.

Hidden risks

Company-initiated claims, counterclaims or arbitrations may be private or not in scoped public sources.

Follow-up questions

Provide schedule of claims initiated by Swiftly, counterclaims, arbitrations and demand letters.

Lawsuits initiated by Swiftly / claims asserted by company
matter
Ko Second Circuit appeal
Standalone lawsuits initiated by Swiftly

VIII.C Environmental and employee safety issues and liabilities

not publicly verifiable confidence: low

Environmental/safety exposure appears low for a software/retail-media platform but is not publicly verified.

EC-014

Evidence gaps

OSHA, workers compensation, workplace safety policies and office lease obligations not reviewed.

Hidden risks

Office/workplace and remote-work safety issues can still create employment or insurance exposure.

Follow-up questions

Provide OSHA/workers-comp claims, office leases and safety policies.

Regulatory, privacy, security and insurance exposure matrix
area
Privacy / targeted advertising
Security / SOC 2
Alcohol promotions
Insurance

VIII.D Material patents, copyrights, licenses, and trademarks

partially verified confidence: low

Product names and app/software restrictions are public, but formal patents/trademarks/licenses were not fully verified.

EC-017

Evidence gaps

Formal patent/trademark records, open-source licenses and invention assignments were not verified.

Hidden risks

Insufficient registered-IP evidence could limit defensibility if competitors replicate features.

Follow-up questions

Provide IP schedule, USPTO filings, assignments, licenses and open-source scan.

Material IP and product marks
asset
SmartCircular™
Audience Optimizer™
Swiftly software/app
Patents

VIII.E Insurance coverage and material exposures

not publicly verifiable confidence: high

Insurance coverage and material exposures are not public.

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Evidence gaps

E&O, cyber, D&O, EPLI and general liability policies/reserves not public.

Hidden risks

Uninsured litigation, cyber/privacy incidents or alcohol-promotion disputes could create outsized exposure.

Follow-up questions

Provide insurance policies, limits, retentions, notices, claims history and reserves.

VIII.F Material contracts

not publicly verifiable confidence: high

Material customer, supplier, partner, privacy and data-processing contracts are not public.

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Evidence gaps

Customer MSAs, partner agreements, DPAs, SLAs, supplier contracts and subprocessor terms unavailable.

Hidden risks

Unfavorable termination, data-rights, indemnity or exclusivity terms could impair economics.

Follow-up questions

Provide material contracts, DPAs, SLAs, partner agreements and termination/change-of-control clauses.

VIII.G Regulatory agency problems

partially verified confidence: medium

Privacy/ad-tech, security and alcohol-promotion regulatory controls are material; Trust Center provides positive security signals but underlying reports were not reviewed.

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Evidence gaps

CCPA/CPRA records, consent logs, DPIAs, data maps, SOC2 report, pen tests and alcohol compliance opinions unavailable.

Hidden risks

Targeted retail media and alcohol promotions may trigger state privacy, ad-tech and alcohol regulations.

Follow-up questions

Provide privacy compliance matrix, consent flows, SOC2 report, pen-test summaries and alcohol regulatory memos.

Evidence

Evidence claims
ID	Claim	Status	Sources
EC-001	Swiftly appears on CB Insights current unicorn list as a United States Consumer & Retail company valued at $1.20B, with date joined 2022-09-19 and selected investors Mendacre, BRV Capital Management and Liquid 2 Ventures.	verified high	SRC-001
EC-002	Swiftly showed current operating activity in 2026 through its website, newsroom, product pages and careers page; no public IPO, acquisition or shutdown evidence was identified in the scoped search.	partially verified medium	SRC-002 SRC-004 SRC-025 SRC-029
EC-003	Swiftly positions itself as a retail AI platform serving retailers, wholesalers and brands, with disclosed scale metrics including $43B+ annual GMV moved, 33K+ storefronts, 12M+ shoppers reached, 30M+ product line items analyzed daily and $15B+ transactions tracked.	verified medium	SRC-002 SRC-003
EC-004	Swiftly Retail Media offers brand-funded campaigns, retailer app/site inventory, 12M+ active shopper reach across 33,000+ store locations, IAB-standard closed-loop attribution and claims of more than $100 iROAS and 39% incremental sales lift in a customer quote.	verified medium	SRC-005
EC-005	Swiftly App & Web and Swiftly Connect integrate digital storefront, store locator, coupons/catalog, shopping lists, barcode scanning and POS/loyalty/inventory/supplier data connectors.	verified medium	SRC-006 SRC-009
EC-006	Swiftly Marketing AI Stack and Audience Optimizer automate shopper offer selection, cross-channel delivery and receipt-tied measurement; Marketing AI page discloses an average ROAS of $40 and sales-lift metrics of +3.5% and +2.1%.	verified medium	SRC-007 SRC-008
EC-007	Swiftly launched SmartCircular in 2026 as an AI-powered digital circular that converts static PDFs into interactive shopping experiences and links promotions to engagement and basket outcomes.	verified medium	SRC-010
EC-008	Swiftly announced a 2026 partnership with Merchants Distributors (MDI) to deliver web, digital circular, SmartCircular and Audience Optimizer capabilities to MDI’s network of independent grocers.	verified medium	SRC-011
EC-009	Swiftly announced a 2026 Giant Eagle partnership for digital Alcohol Cashback, emphasizing compliance across complex state alcohol regulations and supplier-funded promotions.	verified medium	SRC-012
EC-010	Swiftly announced a Vistar Media partnership in 2026 to extend retail media campaigns to DOOH inventory and measure transaction-linked performance; Vistar was described as having access to more than 1.1M screens.	verified medium	SRC-013
EC-011	Swiftly case studies report measurable campaign outcomes including Better Health Market $27.23 iROAS, $2.87 higher exposed-shopper spend and 2.14% sales lift; Homeland reported a 10X app-install increase and UNFI campaign disclosed $6.67 ROAS.	verified medium	SRC-014 SRC-015 SRC-016 SRC-017
EC-012	Swiftly publicly names Henry Kim, Sean Turner and Keith Kirk in current leadership/product announcements, including roles as CEO/co-founder, CTO/co-founder and CFO.	verified medium	SRC-003 SRC-010 SRC-011 SRC-012
EC-013	Swiftly careers page describes active work across marketing AI, operations automation, data infrastructure and retail media, with compensation including stock options; exact headcount, turnover and projected hiring are not public.	partially verified medium	SRC-029
EC-014	Swiftly Privacy Policy states its policy covers the website and, when referenced, services through Swiftly’s proprietary advertising/retailer application platform, and it warns linked retailer apps have their own policies.	verified medium	SRC-018
EC-015	Swiftly Trust Center publicly lists compliance artifacts including SOC 2 Type 2 2025 audit, pen-test reports and Databricks as a subprocessor.	verified medium	SRC-020
EC-016	CourtListener found federal docket activity involving Swiftly Systems, including Ko v. Swiftly Systems, Inc. in S.D.N.Y. and Second Circuit, and Dollar Tree Management, LLC v. Swiftly Systems, Inc. in E.D. Va.	verified medium	SRC-021 SRC-022 SRC-023 SRC-024
EC-017	Formal IP registrations were not fully verified publicly in this run, but Swiftly uses product marks including SmartCircular™ and Audience Optimizer™ and protects app/software use in its Terms.	partially verified low	SRC-010 SRC-019
EC-018	Swiftly competes against large retail media and grocery ecommerce platforms including Instacart Ads, Criteo Retail Media and Mercatus.	verified medium	SRC-026 SRC-027 SRC-028
EC-019	Audited financial statements, ARR/revenue, gross margin, cash runway, cap table, option pool, debt instruments and customer revenue concentration are not publicly verifiable from the scoped sources.	not publicly verifiable high	SRC-001 SRC-002 SRC-014
EC-020	Swiftly depends on third-party systems and infrastructure, including retailer POS/loyalty/inventory systems, app stores, social/offsite channels, Vistar DOOH, and Databricks according to public pages.	verified medium	SRC-006 SRC-009 SRC-013 SRC-020

Sources
ID	Publisher	Title	Accessed
SRC-001	CB Insights	CB Insights - The Complete List Of Unicorn Companies	2026-06-08
SRC-002	Swiftly Systems, Inc.	Swiftly homepage	2026-06-08
SRC-003	Swiftly Systems, Inc.	Swiftly About page	2026-06-08
SRC-004	Swiftly Systems, Inc.	Swiftly Newsroom	2026-06-08
SRC-005	Swiftly Systems, Inc.	Swiftly Retail Media product page	2026-06-08
SRC-006	Swiftly Systems, Inc.	Swiftly App & Web product page	2026-06-08
SRC-007	Swiftly Systems, Inc.	Swiftly Marketing AI Stack product page	2026-06-08
SRC-008	Swiftly Systems, Inc.	Swiftly Audience Optimizer product page	2026-06-08
SRC-009	Swiftly Systems, Inc.	Swiftly Connect product page	2026-06-08
SRC-010	Swiftly Systems, Inc.	Swiftly SmartCircular launch announcement	2026-06-08
SRC-011	Swiftly Systems, Inc.	Swiftly and MDI partnership announcement	2026-06-08
SRC-012	Swiftly Systems, Inc.	Swiftly and Giant Eagle Alcohol Cashback announcement	2026-06-08
SRC-013	Swiftly Systems, Inc.	Swiftly and Vistar Media DOOH announcement	2026-06-08
SRC-014	Swiftly Systems, Inc.	Swiftly Case Studies index	2026-06-08
SRC-015	Swiftly Systems, Inc.	Better Health Market case study	2026-06-08
SRC-016	Swiftly Systems, Inc.	Homeland app and engagement case study	2026-06-08
SRC-017	Swiftly Systems, Inc.	UNFI Retail Media Network pet-food advertiser case study	2026-06-08
SRC-018	Swiftly Systems, Inc.	Swiftly Privacy Policy	2026-06-08
SRC-019	Swiftly Systems, Inc.	Swiftly Terms of Use	2026-06-08
SRC-020	Swiftly Systems, Inc.	Swiftly Trust Center	2026-06-08
SRC-021	Free Law Project / CourtListener	CourtListener search results for Swiftly Systems	2026-06-08
SRC-022	Free Law Project / CourtListener	Ko v. Swiftly Systems, Inc. S.D.N.Y. docket	2026-06-08
SRC-023	Free Law Project / CourtListener	Ko v. Swiftly Systems, Inc. Second Circuit docket	2026-06-08
SRC-024	Free Law Project / CourtListener	Dollar Tree Management, LLC v. Swiftly Systems, Inc. docket	2026-06-08
SRC-025	U.S. Securities and Exchange Commission	SEC EDGAR company-name search for Swiftly variants	2026-06-08
SRC-026	Instacart	Instacart Ads official page	2026-06-08
SRC-027	Criteo	Criteo Retail Media official page	2026-06-08
SRC-028	Mercatus	Mercatus homepage	2026-06-08
SRC-029	Swiftly Systems, Inc.	Swiftly Careers page	2026-06-08

Disclaimer

This report is a public-evidence diligence snapshot, not investment advice. Important financial, legal, technical, and contractual facts remain non-public and should be verified directly with management and primary documents before any investment decision.