Our Platform

Lumen.

AI decision intelligence for financial services.

Layer one

Index

We identified the highest-impact opportunities for AI in financial services.

The opportunity map
Layer two

Loop

We built a system to deploy and operate agents inside your existing technology and processes.

The deployment system
Layer three

Control

We wrapped it in an interface where you govern and watch the needle move — literally.

The control plane
Engine room

Welcome to the engine room of Lumen.

A dissection of the platform that turns your everyday decisions into the edge your competitors can't see.

Cross-section · Lumen v0.5Three layers · one loop
01
Layer one

The Loom Index

The map of decisions. Already found. Already scored.

163Processes analyzed
and growing

We've mapped every process across Banking and P&C Insurance and stress-tested each decision inside them — against regulation, channel, decision authority, reversibility, and more. The ones that clear go into the Index. The ones that don't are honest evidence the curation is real.

Decision stress-test results
391Decisions evaluated
56Worth exploring
175Ready now
Sharp — ready now Worth exploring — candidate
02
Layer two

The Loop

Production agents that put the Index to work.

your stackWhere the loop
runs

Agents run the decisions identified in the Index — inside your systems, against your data, on the schedule the work itself sets. Their action space is what they can do, and what they can't. You hold that line.

YOUR METRIC claims processing time 98h BASELINE SHARPER EACH CYCLE READ ACT OBSERVE TUNE
01 · Read

The agent takes in the structured and unstructured signal the decision needs — inside your systems, against your data.

  • signal
  • context
  • structured
  • unstructured
02 · Act

It scores, routes, flags, drafts, or recommends — only inside the action space you've set.

Powered by your people
  • score
  • route
  • flag
  • draft
03 · Observe

Every output is scored against the target in production — not at end of quarter.

  • measure
  • score
  • continuously
04 · Tune

What the loop learns feeds the next cycle. The agent is sharper on the next decision than it was on the last.

  • learn
  • compound
  • sharpen
03
Layer three

The Control Plane

The dials you set. The gauges you read.

your handsOn the
controls

The control plane is where Lumen becomes legible — every decision, every cycle, every outcome, in one place. Watch the loops run. Tune what the agents can do, when they escalate, and what counts as success.

One loop, closed Index → agents → observability → configuration → sharper next cycle
See how it works →
Already built

Decisions we've already solved.

Pre-built solutions you can engage on directly. Bring your data and your systems. We bring the loop, the metric, and the rigor that's already cleared the pipeline.

Claims

Is this claim fraud?

A living triage decision that reads false-positive patterns, claimant behavior, look-alike claims, and adjuster notes. Investigators stop burning weeks on clean claims. Real fraud stops slipping under the threshold.

FunctionClaims
StatusSharp · Blueprinted
Time to ship8–12 weeks
Engage on this →

Distribution

Who should work this lead?

A living routing decision that reads buying signal, account context, prior wins and losses, and rep feedback on what closed. The lead worth working goes to the rep most likely to close it — with the reason it’s worth working.

FunctionDistribution
StatusSharp · Blueprinted
Time to ship6–10 weeks
Engage on this →

Banking

Which product should we offer this customer?

A living next-best-action loop that reads customer profile, life events, and what actually opened the account. Propensity, margin, and suppression reweight every cycle — next quarter’s offer runs on the last ninety days, not a 2022 rule deck.

FunctionBanking
StatusSharp · Blueprinted
Time to ship8–12 weeks
Engage on this →

Let's talk about
what might work in your business.

Book a call →