M2E Chicago, LLC
Illustrative photography: An analyst reviewing a connected document workflow

AI OPPORTUNITIES

Find the work AI can help with.

80 practical efficiency checks for a more connected claims operation.

Discovery proposal · Review draft

A broad assessment. A focused starting point.

We screen each opportunity against your real processes, systems, data permissions and review needs. All checks are candidates for assessment, not completed findings or promised savings. Contract templates and changes require appropriate agency, legal and form review.

A. Intake & documents

B. Measurements & conditions

C. Policy & claim review

D. Estimating & supplements

E. Customer relations

F. Documents & contracts

G. Email & project summaries

H. Progress & priorities

I. Portal & case preparation

J. Finance & quality

All checks are candidates for assessment, not completed findings or promised savings. Contract templates and changes require appropriate agency, legal and form review.

Make each opportunity measurable.

B07 · Measurement reconciliation

AI assistance

Compare measurement records and flag inconsistent entries.

Human check

Resolve differences against the original measured source.

Measure improvement

Review minutes, corrections and rework per file.

Choose a practical first pilot.

Establish a baseline and measure assisted work after review and correction. Discovery screens all 80 candidates and validates selected priorities within the agreed baseline. Implementation is separately scoped.

Business value

Focus on work that can reduce effort and improve consistency.

Data readiness

Confirm the needed documents and data are available and usable.

Integration feasibility

Assess fit with current systems and workflows.

Human review effort

Plan for reviewer validation, corrections and oversight.

Establish a baseline and measure assisted work after review and correction. Discovery screens all 80 candidates and validates selected priorities within the agreed baseline. Implementation is separately scoped.

Chicago skyline at dusk

Clarity before implementation.

US $15,000 fixed-fee discovery & AI readiness assessment

Implementation, hosting and ongoing support are separately scoped.