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 'We Ship AI'; agentic AI studio, agentic as primary hot-word, ai_emphasis 80, services led by Agentic AI, TL skews heavily to agentic/GenAI — AI is the entire pitch. | 9Leading | Top 14% | Top 17% |
Consultative partner Combines product strategy, design, and engineering with outcomes framing ('real growth, not just more features', governance-built-in workflows in 8-12 weeks), positioning as transformation partner rather than staff-aug. | 7Strong | Top 29% | Top 26% |
Clear differentiator Sharp, plain claims: 20 years in regulated/high-stakes environments, 'AI investment becomes AI infrastructure — not just a pilot', 'built to outlast any single model', employee-owned craft culture — specific and differentiated. | 7Strong | Top 26% | Top 28% |
Thought leadership Prolific 850+ insights program, monthly cadence, named senior practitioner bylines (Head of Agentic AI), genuine POV pieces on agentic development, harness engineering, healthcare in AI era; podcasts and videos. | 8Strong | Top 2% | Top 2% |
Industry specialization Two deep sectors (financial services, healthcare with Pfizer/GeneDx/GoodRx/Evolent) with named proof; retail moderate; several light sectors — strong in a couple but not broadly deep. | 6Present | Top 53% | Top 33% |
Technology-forward, owns IP One owned asset, Agentic AI Studio (medium substantiveness), a branded time-boxed engagement model with named components but read as packaged service, not a software platform; AI-Ready Platforms mentioned as approach. | 4Emerging | Top 72% | Top 70% |
Size
51 to 200 people
Revenue
$10M to $50M(medium confidence)
HQ
Chicago, IL
AI emphasis
Normal
Homepage positioning
“WE SHIP AI.”
8th Light is a custom software development firm founded in 2006 that partners with ambitious organizations to build agentic AI solutions and adaptive platforms. They combine product strategy, experiential design, and engineering to deliver digital products for regulated and high-stakes industries. Headquartered in Chicago with 140+ team members, they serve clients across fintech, healthtech, marketplaces, and more.
Selling points
- Agentic solutions and deep platform expertise
- Validated innovation: experiments that earn their way to production
- AI-Ready Platforms: modular, observable, API-first layer for agents
- Production Autonomy: one workflow ships in 8–12 weeks with governance built in
- Marketplace at Speed: real-time buyer trust for agent or human traffic
- Over 20 years building systems for regulated, high-stakes environments
Named clients
- Pfizer
- GeneDx
- Cars.com
- Fidelity Life Association
- Grubhub
- Illinois Partnered Solutions
- AXUS Travel
- Capital One Services
- American Family Mutual Insurance Company
- American Medical Association
- Avant
- BeatStars
- Cumberland DRW
- Deloitte
- Electronic Arts
- Enova International
- Evolent Health
- Fandango
- GoodRx
- Home Connect
- Hindman
- IDEO
- LegalZoom
- Medline Industries
- Munich Re - Digital Partners
- PENN Entertainment
- Riot Games
- Rocket Auto
- Ticketmaster
- The Bank of New York Mellon Corporation
- 3STEP Sports
- American Financial Exchange
- Hypixel Studios
- Mavenlink
- Popcorn
- Skribe.ai
Services and capabilities
AI and ML
Agentic AI — AI that acts like a trusted teammate.
Design and build agentic workflows that take action on behalf of the business, closing the loop with core systems. Combines LLMs, proprietary data, and proven guardrails for regulated industries. Stands up AI platforms so teams can safely ship and operate multiple agents.
Cloud and platform
Platforms & Adaptive Systems — Enabling a living and resilient system.
Modernize legacy systems into a cohesive, API-first platform that supports the next decade of products. Design modular architectures and build secure cloud-native infrastructure that scales reliably across regions, brands, and business lines.
Advisory and strategy
Emerging Solutions — Prove the future in months, not years.
Stand up rapid and repeatable solution delivery processes that de-risk big bets in new markets. Run rapid discovery and prototyping cycles to validate what customers will actually use, then build it. Creates a clear roadmap from promising pilot to scaled, production-ready solution.
Advisory and strategy
Product Strategy — Point your roadmap at real growth, not just more features.
Turn scattered ideas into a crisp product strategy tied directly to revenue, retention, and risk. Run focused discovery workshops that align stakeholders and build living roadmaps and tech plans that keep product, data, and engineering aligned.
Design and experience
Experiential Design — Design experiences people don't have to think about — just use.
Pair research and human-centered design to uncover what users actually need. Craft intuitive, beautiful, accessible interfaces ready for real-world complexity, using experimentation and analytics to make every release measurably better.
Product engineering
Engineering & DevOps — Ship faster using AI, sleep better and scale further.
Build and modernize platforms, applications, and integrations that are secure, reliable, and built to grow. Automate testing, deployments, and infrastructure. Apply proven DevOps and reliability practices to hit ambitious uptime and performance targets with a leaner team.
Industries
Financial services
Deep focusServing fintechs, insurers, and financial institutions with compliant, scalable digital products.
Healthcare
Deep focusHealthTech and life sciences clients including Pfizer, GeneDx, GoodRx, and Evolent Health.
Retail and consumer
Named focusMarketplace engineering and AI-driven pricing intelligence for retail and consumer marketplaces.
Travel and hospitality
MentionedDigital products for travel clients including AXUS Travel.
Media and entertainment
MentionedDigital products for entertainment clients including Ticketmaster, Fandango, Electronic Arts, and Riot Games.
Education
MentionedAgentic recruiting platform for higher education; clients include APL nextED and Royal Academy of Arts.
Public sector
MentionedNonprofit and civic clients including Illinois Partnered Solutions and Center for Policing Equity.
Thought leadership
8th Light publishes a practitioner-driven insights program spanning agentic AI, software craft, culture, and emerging tech — with a clear recent pivot toward hands-on agentic AI content. The program draws on named authors across technical and leadership roles, reflecting a mature but moderately-paced publishing cadence.
Volume
Prolific
Cadence
~Monthly
Most recent
September 04, 2026
- From AI Code to Trusted Software: Harness Engineering in PracticeArticles · Sep 4, 2026
- Waggy, Claude, and Code: Celebrating Drake Fish, Our Newest BeaconArticles · Aug 10, 2026
- Teaching the Agent Our Craft: Structured Agentic Development on a Real CodebaseArticles · Jul 6, 2026
- Celebrating our Beacon: Kevin BuchananArticles · Jun 23, 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
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 structured engagement offering through which 8th Light ships one production agentic workflow in a client's environment within 8–12 weeks, including boundaries, observability, and evaluation to prove the investment.
Our assessment: Branded engagement model with a defined time-box and named components (observability, evaluation, governance); more of a packaged service than a software asset.
ViewHot-words
The buzzword spaces this firm chooses to lean into.
“Agentic solutions”
“AI investment becomes AI infrastructure”
“proven guardrails to keep outputs secure in regulated industries”
“Prove the future in months, not years”
“modular, observable, API-first layer your agents need to run on”
Contact surface
Ways we found to reach this firm.
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“We get to sit down, explore cool ideas and help people to see the value in their points of view. Especially in this AI-everywhere world, that human relationship-building is pretty special.”
Made in Austin, Texas