Six positioning scores, 1 to 10.
See Methodology.
| Dimension | Score | vs.Entire Market | vs. Revenue Cohort |
|---|---|---|---|
AI-first Headline 'WE SHIP AI' and title tag lead with AI; agentic AI is the first service; selling points and differentiators center on agentic products, AI-ready platforms, governance/observability; hot-words heavily AI (agentic, responsible-ai, co-pilot); ai_emphasis 85. AI is essentially the entire pitch. | 9Leading | Top 12% | Top 21% |
Consultative partner Product strategy and advisory services present; framing around 'ambitious organizations,' validated innovation, outcomes, and rapid discovery/validation signals strategic outcomes-led posture, though it still leans heavily build/ship custom software. | 6Present | Top 61% | Top 50% |
Clear differentiator Specific, plain differentiators: 'experiments that earn their way to production,' AI-Ready Platforms 'built to outlast any single model,' 8-12 week workflow agent shipped in client environment, guardrails for regulated industries — concrete and distinctive. | 7Strong | Top 28% | Top 38% |
Thought leadership A prolific, multi-author program of 846 pieces with monthly cadence, recent 2026 publications, varied formats, and a clear practitioner-led point of view across AI, healthtech, and software craft places it solidly in the strong band. | 8Strong | Top 4% | Top 1% |
Industry specialization Two deep verticals (financial services, healthcare) with named marquee clients (Capital One, BNY Mellon, Pfizer, GeneDx), plus moderate retail/tech and light public sector; regulated-industry framing reinforces focus. | 7Strong | Top 23% | Top 10% |
Technology-forward, owns IP Talks repeatedly about modular, observable, API-first AI-Ready Platforms and reusable workflow agents, but owned_ip is empty and no named proprietary platform/accelerator/model is surfaced — capability framing without distinct owned IP. | 4Emerging | Top 71% | Top 52% |
Size
51 to 200 people
Revenue
$10M to $50M(medium confidence)
HQ
Chicago, IL
AI emphasis
High
Homepage positioning
“WE SHIP AI.”
8th Light is an employee-owned tech solutions provider founded in 2006, headquartered in Chicago with 140+ team members across London, New York, Los Angeles, and Austin. The firm partners with ambitious organizations to design, build, and operate agentic AI products, adaptive platforms, and custom digital solutions, with a focus on regulated and high-stakes industries.
Selling points
- Agentic products and deep platform expertise
- Twenty years of building systems that hold up under real load
- Eight to twelve week timeline to ship one workflow in production with observability and evaluation
- Combines product, design, and engineering for rapid discovery and validated innovation
- Regulated-industry experience: financial services, healthcare, life sciences
- 50% reduction in deployment times cited for Pfizer DevSecOps engagement
Named clients
- Grubhub
- Pfizer
- Cars.com
- Fidelity Life Association
- GeneDx
- Home Connect
- Capital One Services
- Ticketmaster
- Riot Games
- Electronic Arts
- GoodRx
- LegalZoom
- Deloitte
- The Bank of New York Mellon Corporation
- American Family Mutual Insurance Company
- PENN Entertainment
- Fandango
- Munich Re - Digital Partners
- American Medical Association
- Evolent Health
- Medline Industries
- IDEO
- Rocket Auto
- AXUS Travel
- Illinois Partnered Solutions
- Aspenware
- AllCampus
Services and capabilities
AI and ML
Agentic AI
Design and build agentic workflows that take action on behalf of clients, closing the loop with core systems. Combines LLMs, proprietary data, and proven guardrails for regulated industries. Ships production-ready agents in eight to twelve weeks with observability, boundaries, and evaluation.
Cloud and platform
Platforms & Adaptive Systems
Modernize legacy systems into cohesive, API-first platforms supporting the next decade of products. Designs modular architectures, builds secure cloud-native infrastructure, and makes performance, observability, and resilience part of the platform.
Advisory and strategy
Emerging Solutions
Stand up rapid and repeatable solution delivery processes that de-risk big bets in new markets. Runs rapid discovery and prototyping cycles to validate what customers will actually use, then builds it. Creates a clear roadmap from promising pilot to scaled, production-ready solution.
Advisory and strategy
Product Strategy
Turns scattered ideas into a crisp product strategy tied directly to revenue, retention, and risk. Runs focused discovery workshops and builds living roadmaps and tech plans that keep product, data, and engineering aligned.
Design and experience
Experiential Design
Pairs research and human-centered design to uncover what users actually need. Crafts intuitive, beautiful, and accessible interfaces ready for real-world complexity. Uses experimentation, analytics, and continuous optimization to make every release measurably better.
Product engineering
Engineering & DevOps
Builds and modernizes platforms, applications, and integrations that are secure, reliable, and built to grow. Automates testing, deployments, and infrastructure. Applies proven DevOps and reliability practices to hit ambitious uptime and performance targets.
Industries
Financial services
Deep focusServing fintechs, insurers, and financial institutions including Capital One, BNY Mellon, American Family Insurance, Fidelity Life Association, and multiple fintech clients
Healthcare
Deep focusHealthTech and life sciences clients including GeneDx, Pfizer, GoodRx, Evolent Health, American Medical Association, and Medline Industries; dedicated Healthtech insights category
Retail and consumer
Named focusRetail marketplace pricing and consumer marketplace ops featured as homepage case studies; Grubhub and Aspenware cited
Media and entertainment
Named focusClients include Ticketmaster, Fandango, PENN Entertainment, Electronic Arts, Riot Games, Hypixel Studios, BeatStars, and Entertainmint
Travel and hospitality
MentionedAXUS Travel case study featured; travel listed as a client vertical
Education
Named focusHigher Education Agentic Recruiting Platform (AllCampus) featured on homepage; APL nextED and Royal Academy of Arts listed as clients
Technology
Named focusCars.com, Mavenlink, and other software/tech companies on client list; marketplace engineering as a named practice
Public sector
MentionedIllinois Partnered Solutions (nonprofit/public sector fundraising) case study; Center for Policing Equity listed as client
Thought leadership
8th Light maintains a prolific, multi-author insights program covering AI, emerging tech, software craft, healthtech, and digital transformation, publishing steadily across a wide range of topics with a strong practitioner-led point of view. With 846 total pieces and active publication cadence, the program reflects a mature, editorially consistent thought-leadership operation.
Volume
Prolific
Cadence
~Monthly
Most recent
May 17, 2026
- Production is the New Prototype: Notes from LangChain Interrupt 2026Articles · May 17, 2026
- Accelerating Delivery: How AI Agents Can Own the Initial Code DraftArticles · May 5, 2026
- LLMs Are Proving That It Is Impossible to Automate Away the Human ExperienceArticles · Apr 15, 2026
- Reframing Healthcare Technology in the AI EraArticles · Mar 6, 2026
- A Primer: MCP Servers and the Model Context ProtocolArticles · Feb 25, 2026
- Honoring Our Q4 Beacon Award Recipients, Team Nimrods!Articles · Feb 24, 2026
- Walk Out Technology Is Hitting Its StrideArticles · Feb 16, 2026
- Making Sense of Digital Transformation Initiatives: Seeing Past the FuzzinessArticles · Feb 13, 2026
- The Design Process and Agile Development: Part 1 — Design Is CollaborativeArticles · Feb 5, 2026
- Hand, Meet Prime Time: How Biometrics Drive Fan ExperiencesArticles · Jan 30, 2026
Owned IP
Surfaced from what the firm names on its homepage and primary navigation, plus what a quick crawl turns up. Large firms may own more than is shown here.
Agentic AI Studio
AcceleratorA named studio offering where 8th Light ships one agentic workflow into a client's production environment in eight to twelve weeks, with boundaries, observability, and evaluation built in. Bookable via dedicated page.
Our assessment: Branded delivery accelerator with a defined timeline and scope; productized enough to have its own booking page but no detailed methodology published in captured pages.
ViewHot-words
The buzzword spaces this firm chooses to lean into.
“Agentic products, deep platform expertise”
“In eight to twelve weeks, one workflow ships in your environment”
“the boundaries, observability, and evaluation to prove it”
“AI investment becomes AI infrastructure”
“Build the modular, observable, API-first layer your agents need to run on”
“accelerate implementation by pairing with human review”
Contact surface
Ways we found to reach this firm.