Frontier AI for companies ready to move fast.
We research, build, and deploy AI that solves problems nobody else can touch. Autonomous agents. Knowledge systems. Technology that changes how entire organizations operate.
Yield by Lightbloom
Meet Yield.
Our agentic AI platform that maps how your organization works, surfaces what no one could see, and deploys autonomous specialists to fix it. Continuously.
01 / The Problem
Nobody sees
the full picture.
Every company runs on two things: systems and people. The systems are documented. The people aren't. The money you're losing hides in that gap.
Knowledge
You talked to five people. Maybe ten. You got 20% of the picture. The rest lives in heads no one has asked. No system captures it. No AI could reach it. Until now.
Process
Finance says billing takes three days. Operations says two weeks. Both are right about their part. Neither sees the whole thing. No tool connects it.
Risk
One person owns everything about billing. No documentation. No backup. No way to know until they leave. Traditional consulting finds this in month four. Yield finds it in hours.
Cost
Duplicate vendor spend across three departments. Nobody flagged it because nobody can see across all three. This requires a kind of intelligence that didn't exist six months ago.
02 / How Yield Works
Three steps. Fully autonomous.
Frontier AI that didn't exist six months ago.
Conversational AI, dynamic knowledge graphs, and autonomous agentic systems working together. Yield maps your operation, surfaces what no one could see, and deploys specialists that fix it end to end.
Map
Conversational AI interviews every employee and ingests every system. The result is the Blueprint: a living knowledge graph of your entire operation. People, processes, systems, dependencies. All connected.
Uncover
Yield runs continuous analysis across the entire knowledge graph. It finds patterns, contradictions, and opportunities that span departments and systems. Not a one-time audit. Always running.
Invoice Reconciliation
Support Ticket Routing
Key-Person Dependencies
Pricing Optimization
Duplicate Vendor Spend
Approval Bottleneck
Compliance Gap
Manual Data Entry
Invoice Reconciliation
Support Ticket Routing
Key-Person Dependencies
+ 28 more opportunities identified
Execute
Every opportunity comes with a deploy button. Yield spins up autonomous AI specialists that execute the fix end to end. No consultants. No new infrastructure. You approve, they run.
3 specialists active, $605K/yr recovered
Map
Conversational AI interviews every employee and ingests every system. The result is the Blueprint: a living knowledge graph of your entire operation. People, processes, systems, dependencies. All connected.
Uncover
Yield runs continuous analysis across the entire knowledge graph. It finds patterns, contradictions, and opportunities that span departments and systems. Not a one-time audit. Always running.
Invoice Reconciliation
Support Ticket Routing
Key-Person Dependencies
Pricing Optimization
Duplicate Vendor Spend
Approval Bottleneck
Compliance Gap
Manual Data Entry
Invoice Reconciliation
Support Ticket Routing
Key-Person Dependencies
+ 28 more opportunities identified
Execute
Every opportunity comes with a deploy button. Yield spins up autonomous AI specialists that execute the fix end to end. No consultants. No new infrastructure. You approve, they run.
3 specialists active, $605K/yr recovered
03 / Working With Us
Two ways to work with us.
Both make each other better.
Deploy Yield for continuous operational intelligence, or partner with us as your AI department. Every engagement sharpens both.
Yield Engagements
Continuous operational intelligence for your company.
Yield talks to your people, connects your systems, builds your Blueprint, and deploys specialists that find and fix what no one could see. Continuously.
The closest comparison is a McKinsey engagement that costs $2M, takes six months, and produces a PDF. Yield does it in weeks, at a fraction of the cost, and it never stops working.
Partnerships
Your AI department. Without building one.
We embed with select companies as their long-term AI partner. Data infrastructure, automation, frontier AI. The hard problems that were unsolvable a year ago. We bring the research, the platform, and the team.
Every engagement draws on everything we've built. Deep research, real deployments, and a platform that compounds what we learn. You get all of it from day one.
See what Yield
uncovers in your
operations.
30 days. Real results. Or walk away.