Engineers, embedded.
Co-Decision AI Workforce, in production.

LUMIQ puts forward deployed engineers inside financial institutions, and two families of AI workforce behind them.

Talk to us See how it fits together

13+Years inside financial services

350+Certified FSI architects & engineers

40+Global FSI implementations

24/7AI workforce on shift

Most enterprise software ships. Very little of it actually gets used the way it was sold.

Why? Because they fail to Complete The Workflow.

Platforms land, adoption stalls

A new data platform or model goes live, and the team that has to run it every day was never in the room when it was designed.

FSI environments resist generic playbooks

Core banking systems, regulatory reporting cycles, and legacy data layers don’t bend to a one-size-fits-all rollout.

The manual work never goes away

Reconciliations, exception handling, and report chasing keep consuming the hours your best engineers should spend building.

Insurance/Banking/Capital markets/Lending/Financial services only

Two AI workforce families,
built to work together with FDEs.

Named agents that own real jobs. One family works on the data. The other works on the decisions that data supports.

HorizontalData AI Workforce

The work underneath every decision. Ingestion, reconciliation, quality testing, lineage and observability, run by agents rather than by a queue of tickets.

Ingest: Sources landed and unified, whatever shape they arrive in
Reconcile: Breaks found and explained before somebody downstream reports them
Test: Quality checks that run continuously, not on a monthly cadence
Trace: Lineage held so any number can be walked back to its source

VerticalFSI AI Workforce

The decision itself. Named agents that read the case, apply your manual and issue the outcome with the reasoning attached, inside a mandate you set.

Underwrite: Life, health, auto, commercial and credit, inside appetite
Adjudicate: Claims paid, declined or referred against the wording
Intake: Everything that arrives before a decision can be made
Prove: The audit trail written as the decision is made

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Thirteen years in one industry.

Three things at once, from one company — and the three arrive together, so deployments move beyond pilots and into production.

The LUMIQ triad

LUMIQ

Vertical AI Workforce — FSIUnderwriting, claims, lending and research — the decisions themselves.

Horizontal AI Workforce — DataThe pipelines and lineage everything underneath depends on.

Human — Forward deployed engineersEmbedded in your team, into production inside banks and insurers.

How LUMIQ triad works together on your system

A decision is only as defensible as the data underneath it. Most vendors in this market sell one half of that sentence.

01Your systems

Policy administration, core banking, origination, document stores, the warehouse.

02Data AI Workforce

Horizontal AI workforce. Ingest, reconcile, test quality, hold lineage — output you can put in front of an examiner.

03FSI AI Workforce

Vertical AI workforce. Read the case, apply your manual, issue the decision with its reasoning attached.

04Back into your systems

The decision, the audit trail and the evidence pack, in the fields your team already uses.

LUMIQ forward deployed engineers, across all four.

If the data layer belongs to somebody else, the reasoning trail breaks at the first question about where a number came from. Holding both is the reason the audit survives. The full stack, layer by layer

What a forward deployed engineer actually does

Not a services retainer, and not staff augmentation. The output is a running system, not a timesheet.

01
Writes the mandate with you
What an agent may decide alone, what it must refer, what it may never touch. It becomes configuration, not a document in a folder.
02
Grounds it on your world
Your manual, your rules, your file formats and the exception nobody documented. Done once, inherited by every agent after.
03
Runs the shadow comparison
Against your own workflows and your own numbers, before anything is allowed to act.
04
Hands it over
Your team owns the dial. The engineer leaves. That is the deliverable.

Your Co-Decision AI Workforce

Each Worker owns a role, supported by a bench of agents that handle parts of the case. The Worker stays accountable for the whole workflow. You start with the role that hurts most.

See every Worker

Intake and submissions AURA