Case study 01
Venture Finance
Chandler AI
ChallengeTo invest or not
Before BFL1-2 weeks
After BFL1 hour
Time to market2 weeks
ROI
$200k / yr.
20x+ throughput
Guild AI: building your AI-first enterprise.
An AI license is not an AI strategy.
Why you need an AI transformation.
84%
of executives say AI will redefine their business within two years
McKinsey, 2024
<20%
have a clear strategy or an implementation plan
BCG, 2024
95%
of enterprise AI pilots deliver zero ROI
MIT, The GenAI Divide
50%
use AI tools their own IT never approved
Software AG
46%
have put company data or IP into public AI tools
KPMG, 2025
Pilots are not progress.
01
Stuck at the chat box
Licenses everywhere, usage never gets past chat. The spend shows up; the leverage doesn't.
02
Pilots that stall
Proofs of concept that impress in a demo and never reach production or the P&L.
03
No line of sight
No map from AI investment to revenue, cost, or the workforce that has to carry it.
Case in point
KPMG pulled its flagship agentic AI report
An audit found only 5 of its 45 citations held up.
Read our take→None of this is an AI problem. It’s a missing operating model.
Traditional consultants sell decks.
Guild AI ships skills and code.
Traditional consultants
Guild AI
AI internally
−Advises on AI, rarely builds with it
+Every operator ships with it daily
Deliverable
−A deck and a roadmap
+Working systems, skills, and code
Speed
−Quarterly cycles
+Days, not quarters
Economics
−Leverage pyramid, billed by the hour
+Small senior team, scoped per orbit
Models
−Locked to whoever they partner with
+Model-agnostic, chosen per workload
Methodology
−Ad hoc
+ARC, then ORBIT
Powered by the Guild.
Founders. Operators. Builders. Living at the edge of the AI revolution.
The teamRecognized by Google DeepMind
For our work on agentic systems.
Contributors to open-source AI
The agent projects the industry builds on.
MagicJ
Our own multi-agent research system.
4 = 20Four Guild-trained engineers do the work of twenty.
TechUnited:NJThe network
30K+Founding partner
Our direct partnership plugs you into one of the country’s largest innovation networks, and we put it to work for you.
Leverage
A network of operators, builders, and visionaries, pointed at whatever you need.
Convening
Private dinners, roundtables, and thought leadership that put you in the room.
Methodologies to keep you ahead of the curve.
Strategy is
ARC
Strategy, set with your executives, to chart the course. Assess, rank, commit.
Execution is
ORBIT
The execution layer. Ship and assess rapidly, in a loop that never opens.
Your baseline is the
Calibration Index
The assessment that baselines how your people, process, and policies score today.
9/12use AI every day
0/12have connected AI to another tool
62%have put company data into a public tool
Illustrative
Case studies.
Case study 02
Legal
Casey
ChallengeCase investigations
Before BFL6-10 hours
After BFL45 min
Time to market2 months
ROI
90% cost
New market access
Case study 03
Insurance
Wave
ChallengeClaims estimate delay
Before BFL1-3 weeks
After BFL1 hour
Time to market6 weeks
ROI
90%+ time / cost
Increased CSAT
Case study 04
GTM Operations
Dextruss
ChallengeForecasting
Before BFLMonthly
After BFLReal-Time
Time to market1 month
ROI
90% time
New market access
WHO WE WORK WITH
High-growth startupsSmall & mid-sized businessesGrowth-stage SaaSPE-backed enterprisesFortune 500Research institutions & VC funds
Building enterprise AI at the speed of startups.
One thing runs through all three: we run on AI ourselves.
Build
Production AI, engineered end to end: from first commit to shipped platform.
Capabilities
AI Product EngineeringEmbedded Engineering PodsAgentic Systems ArchitectureApplied + Frontier AI R&D
Advisory
Strategic AI direction that pays for itself: turning tools into plans, and plans into new revenue.
Capabilities
AI Fluency AcceleratorAI Strategy + RoadmapAI Offering + Monetization DesignWorkforce AI Readiness Mapping
Training
Scalable workforce training in cutting-edge AI: from 10 to over 1,000 learners.
Capabilities
Enterprise AI AcademiesRole-Based Technical CurriculaBusiness + Executive AI EnablementTurnkey Program Delivery
You’re either at the table,
or you’re on the menu.