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VSI Technologies

Claims and underwriting throughput, without adding adjusters.

Claims intake, first notice of loss, underwriting file preparation and policy servicing, automated inside carrier-grade controls.

Industry overview

Inside a insurance operation

Claims volume moves with events; staffing cannot. Intake, document collection and file preparation consume adjuster hours that should go to judgement calls, and cycle time is the number both the regulator and the policyholder feel.

An insurance operation runs on documents and deadlines: notices of loss, medical records, repair estimates, policy schedules, each arriving in a different format and each needing to land in the right file before a decision can be made. The people hired to decide spend most of their day assembling.

The systems are rarely the constraint. Policy administration, claims platforms and document repositories all expose the data; what is missing is the connective work between them, which today is a person re-keying, chasing and reconciling.

Common challenges

Challenges we see across insurance

If three or more are true, the rest of this page is about your operation.

  • First notice of loss is taken by phone and re-keyed into the claims platform
  • Adjusters chase documents by email and track the chase in a spreadsheet
  • Underwriting files wait days for data that already exists in another system
  • Cycle-time reporting is assembled manually each month
  • Catastrophe events require emergency staffing that arrives after the peak

How we help

Five practices, applied to insurance

AI, cloud, cybersecurity, hardware and programme delivery, one integrated bench, each practice applied to how insurance actually operates.

  1. Agents across the policy lifecycle’s paper: submission intake and appetite triage for underwriting, first-notice-of-loss capture that gets every field, claims-document classification into the file, and bordereaux preparation that stops consuming month-end, all inside fair-claims-practice timelines, with adjusters owning every determination.

  2. Modern rails under legacy policy administration: integration layers that let a decades-old policy admin system feed modern workflows, document repositories consolidated and indexed, and a data foundation that makes the actuaries stop exporting to spreadsheets.

  3. Controls fitted to state insurance-department expectations: data-security programmes aligned to the NAIC model law’s structure, third-party administrator access governed and logged, and breach-response playbooks that meet notification clocks.

  4. Fleets for a distributed adjuster and agency force: field laptops and tablets provisioned for catastrophe deployment, agency-portal endpoints kept current, and every device carrying claimant data encrypted and tracked.

  5. Change delivered under market-conduct scrutiny: system migrations with policyholder-impact analysis done first, claims-process changes documented against fair-claims requirements, and rollout evidence your compliance team can produce on request.

Where we start

Automation candidates

Deliberately mundane. The impressive-sounding workflow is rarely the one worth doing first.

  • First notice of loss intake and triage
  • Claims document collection and classification
  • Underwriting file preparation
  • Policy servicing correspondence
  • Subrogation candidate identification

Systems we integrate with here

If you run one of these, this is the conversation.

  • Policy administration platforms
  • Claims management systems
  • Document management repositories
  • Agency and broker portals
  • Reinsurance and bordereaux reporting

Our solutions

How we transform insurance operations

What happens today, what changes, and what to watch for as each workflow is automated.

First notice of loss intake and triage

Today
A call or web form, re-keyed into the claims platform, then manually triaged to a queue by severity and line.
After
The agent captures the notice across channels, opens the claim, attaches what arrived and routes by severity rules, with a person confirming anything above the threshold.
What to watch
Severity triage must stay conservative: a misrouted total-loss claim costs more than a hundred correctly routed fender-benders save.

Claims document collection and classification

Today
Adjusters request, chase, download, rename and file documents claim by claim.
After
The agent requests, receives, classifies and files against the claim, flagging gaps and inconsistencies for the adjuster.
What to watch
Classification confidence has to be visible. A misfiled medical record is a privacy incident, not a filing error.

Underwriting file preparation

Today
Underwriters assemble loss runs, valuations and third-party data by hand before they can quote.
After
The file arrives assembled, sourced and dated; the underwriter starts at the decision.
What to watch
The underwriter must see sources, not summaries. A pre-digested file hides exactly the anomaly underwriting exists to catch.

The operating picture

Where the agent layer sits in the claims lifecycle

Your operating loop todayThe agent layer we deploy into it
01

First notice

Losses arrive by phone, portal and agent, rarely complete.

Agent layer

Captures every FNOL field, opens the claim in your system, and requests the documents the file will need.

02

Assignment

Claims route to adjusters by line, severity and workload.

Agent layer

Triages by your severity rules and assembles the adjuster’s starting file, policy, coverage, prior claims.

03

Adjudication

Estimates, documents and correspondence accumulate for months.

Agent layer

Classifies every inbound document into the file, tracks deadlines against fair-claims clocks, and drafts routine status letters.

04

Resolution

Settlement, subrogation and reporting close the loop.

Agent layer

Prepares settlement packages for authority review and keeps bordereaux and regulatory reporting current from live data.

FNOL to settlement, the loop that decides both loss ratio and customer retention. Agents move the file; coverage decisions, reserves and settlement authority stay with licensed people.

Platforms and systems

Technology we work with in insurance

The systems of record this sector runs on, and why each one matters to a deployment.

Claims management systems
The system of record for the workflow with the most manual connective work around it, and the integration that determines whether automation reaches production.
Policy administration platforms
Often decades old with well-defined interfaces; the data is reachable, and pretending otherwise is how modernisation programmes get oversold.
Document management repositories
Where classification quality shows up. Automation that files badly is worse than none.

The constraint

What makes this sector harder

A regulated decision cannot be delegated to a system, and the file must show it was not.

Claims and underwriting decisions sit under state insurance regulation, market-conduct examination and, for many lines, fair-claims-practice statutes. The deployment pattern that survives an examination keeps the person on the decision and automates the assembly around it, with the file showing who decided and on what.

Catastrophe operations add a second constraint: the system must degrade gracefully under volumes far above the design point, because that is precisely when it earns its keep.

Rows of houses along a residential street, seen from above.

Compliance

Compliance that shapes insurance deployments

The regimes your organisation operates under, and what each one constrains in a deployment. We design to these from the first architecture diagram, they describe your obligations rather than our credentials, and VSI's own position publishes only once it is substantiated.

State insurance codes and fair claims practices
Cycle-time and communication obligations sit on the carrier; automation must evidence them, not just meet them.
Market conduct examinations
The examiner reads files. Every automated step needs to be visible and attributable in the claim record.

How we work with public-sector and regulated buyers

The first month

What starting looks like

What actually happens, week by week. Note where the design conversations sit, before the build, not after it.

  1. 01Week 1

    Measure one claims queue end to end from your own data: intake to decision, with the waiting time separated from the working time

    Measure one claims queue end to end from your own data: intake to decision, with the waiting time separated from the working time.

  2. 02Weeks 2-3

    Automate the document chase on one line of business, with the adjuster confirming every filing above the confidence threshold

    Automate the document chase on one line of business, with the adjuster confirming every filing above the confidence threshold.

  3. 03Week 4

    Read the cycle-time movement against the week-one baseline and decide whether to widen, adjust or stop

    Read the cycle-time movement against the week-one baseline and decide whether to widen, adjust or stop.

Next step

A free 20-minute insurance assessment

Document processing, origination workflow and controls that survive an audit.

No preparation required and nothing to install. Bring the workflow that costs you the most hours; leave with a view of what we would automate first, what it depends on, and what we would not touch.

Book the free assessment

Questions

Asked often enough to answer here

Can automation make claims decisions?
Not here. The pattern we deploy assembles the file, evidences the deadlines and routes the work; the adjuster or underwriter decides. That split is what survives a market-conduct examination.
Our claims platform is old. Is that a blocker?
Rarely. Mature platforms have mature interfaces, and where an interface is genuinely absent the assessment finds that out in week one rather than month six.
What happens in a catastrophe surge?
Intake and document handling scale with the event; the human decision capacity does not, so triage protects it. That division is designed before the first storm, not during it.
How do emerging AI regulations affect a deployment like this?
Insurance regulators increasingly expect documented governance over any system touching a regulated decision. This pattern was built for that expectation: people on the decisions, evidence on every automated step, and documentation your compliance team can hand to an examiner as written.
Will our adjusters actually adopt it?
Adoption is designed rather than hoped for. The automation removes the assembly work adjusters resent and leaves the judgement they were hired for; the first deployment runs beside existing practice, and widening is decided with the adjusters in the room.