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yield.lightbloom.ai / conversation
JO
James Okafor
Senior Engineer · Engineering
Session 3 · Active
You mentioned the $480K in chargeback losses. Has that number been going up or down?
Up. It was around $320K the quarter before. Part of it is volume growing, but the rate is getting worse too.
Does anyone else work on fraud scoring, or is it entirely owned by your team?
Just us, as far as I know. Compliance has their own thing but we don't really talk.
Opportunity found just now
Three separate fraud detection systems across Engineering, Compliance, and Operations. None share data. Est. $1.9M / yr recoverable.
See what surfaces

Until now, your company was a black box.

How work really happens lives scattered across hundreds of heads, Slack threads, and docs no one else reads. Yield talks to every person, writes it down, and keeps it current.

Consulting · 1950 · Employee surveys · 1979 · Process maps · 2004 · Yield · 2026
Blueprints

The first honest account of how you run.

Not a diagram. Not a survey. A written artifact a leader can read on a Sunday and understand more about their company than they did on Friday. Every claim tied to a conversation. Every number sourced. Then it feeds our context models and sparks agents that go after the gaps.

Built from
12 conversations
Across
3 departments
Recoverable
$1.9M / yr
Status
Active
Blueprint Learnings Experts Opportunities
yield.lightbloom.ai
NovaTech · Engineering Generated 3 days ago

Three teams, three fraud systems,
zero coordination.

Engineering scores transactions in the payment pipeline. A single function, written eighteen months ago by one senior engineer, still running. It flags scores above 75. It catches roughly 30% of actual fraud.

Compliance, on a different floor, scores merchants at onboarding using a spreadsheet and a weekly review call. They have seen Engineering's scores exactly zero times.

Operations, reporting into a third executive, tracks chargeback patterns in a separate spreadsheet because they're the ones getting called by the acquiring bank. They don't know the other two systems exist.

Combined, the three teams hold the data to prevent an estimated $1.9M in annual fraud losses. Yield surfaced this in a week. It had lived inside NovaTech for two years.

Experts found
JO
James Okafor
Engineering
EV
Elena Volkov
Compliance
MR
Marcus Rivera
Operations
Opportunities · Priced and ready

Every finding comes with a price tag.

The blueprint is the story. The opportunity is the number. Every gap Yield surfaces comes quantified, ranked, and ready to act on.

#01
Cost reduction Engineering · Compliance · Operations

Unified fraud detection across three teams

Connect James's scoring function, Elena's onboarding risk sheet, and Marcus's chargeback tracker. Prevent the 70% of fraud that slips through today.

$158K
Per month
Agent live
#02
Cost reduction Finance

Automated payment reconciliation

Replace Anna's three hour manual Stripe reconciliation with a daily agent. Run at 05:00 before the team logs on.

$4.2K
Per month
Agent live
#03
Risk mitigation Compliance

Compliance check automation

Run the 14-point regulatory checklist on every new merchant. Catch the drift before the audit does.

$3.1K
Per month
Ready
#04
Simplification Customer Success

Customer escalation routing

Skip four handoffs. Route merchant issues to the right person on first touch, based on what the blueprint already knows.

$2.4K
Per month
Agent live

23 more opportunities surfaced across NovaTech. Ranked, quantified, ready to activate.

Total · $1.9M / yr
Agents · Running 24/7

Then Yield acts.

Every opportunity becomes an autonomous agent. It runs on its own, learns from every run, and feeds what it learns back into the blueprint. The blueprint sharpens. The next agent starts smarter. Your company never stops improving.

Running
Daily · 06:00

Fraud Signal Unifier

Connects the three fraud systems. Flags anything two of the three saw but none escalated.

Jr Sl St
28 runs · 27 ✓
Running
Daily · 05:00

Revenue Reconciler

Stripe payouts matched against the ledger before Anna finishes her coffee.

St Xr Nb
89 runs · 87 ✓
Running
Daily · 07:00

NovaTech Daily Pulse

Briefs engineering leads on overnight alerts. Two paragraphs. Zero dashboards.

Sl Dd Pg
312 runs · 308 ✓
Running
On event

Escalation Router

Triages merchant issues. Skips the four handoffs nobody admits to.

Zd Sl
218 runs · 215 ✓
Running
On onboarding

Compliance Checker

Runs the 14-point regulatory checklist on every new merchant. Logs every answer.

Nb Jr
45 runs · 45 ✓
Proposed

Vendor Deduplication

Ready to deploy

Savings · Compounding daily

The savings compound.

NovaTech · This quarter Live
$127,400 saved
Runs
892
Agents
6
Per run
$143
Pass rate
97%
06:02 Fraud Signal Unifier flagged 7 overlapping signals. $2,100 projected. Passed
05:47 Revenue Reconciler matched 284 Stripe payouts. $139 saved. Passed
07:01 Daily Pulse briefed 4 engineering leads. Signal: fraud alert volume up 12%. Delivered

Make the invisible visible.

Organizational intelligence

Enterprise from day one