Suksm.ai
Where we start

The processes worth handing to AI first.

These are the high-volume, rules-heavy workflows where agents shine, and where your people lose the most time today. Each one starts from the problem, not from a feature list.

Banking Insurance Healthcare

Banking

Onboarding, trade, cards and credit: the paperwork-heavy work that eats analyst time.

01

KYC & financial-crime checks

Customer onboarding & periodic reviews

TodayAnalysts open every document and key every field by hand. Onboarding drags, backlogs build, and reviewers burn out on repetitive work.
With SuksmAgents read the file, extract and cross-check the data, and confidence-score it. Analysts review only the handful of fields that remain unclear.

Representative benefits

50–65% faster turnaround ~80% less analyst effort 100% auditable

Intake → read & extract → cross-check & score → analyst reviews only the flags → decision logged end to end.

02

Trade finance document checks

Letter-of-credit discrepancy review

TodayStaff check each letter of credit against UCP 600 rules line by line. It's slow, tedious, and easy to miss a discrepancy under time pressure.
With SuksmAgents match the documents to the rules and surface the discrepancies; your team confirms the exceptions instead of hunting for them.

Representative benefits

60–70% faster turnaround ~70% of discrepancies caught automatically 100% auditable

Intake → classify documents → match to rules → flag discrepancies → human confirms exceptions → logged.

03

Card servicing & disputes

Post-issuance customer requests

TodayDisputes and service requests queue up. Customers wait, cost per case climbs, and staff repeat the same steps thousands of times.
With SuksmAgents classify, verify and resolve routine requests around the clock. People step in only for the tricky ones.

Representative benefits

~71% lower cost per case 97% of SLAs met +21 pts customer satisfaction

Classify → verify → resolve or escalate → act, 24×7. Humans handle the real exceptions only.

04

Commercial credit underwriting

Financial spreading & credit memos

TodayAnalysts spread financials from statements by hand. It's slow, inconsistent between people, and a bottleneck on every deal.
With SuksmAgents extract the numbers, run the ratios and covenant checks, and draft the credit memo. The analyst reviews and signs off.

Representative benefits

~65% faster spreading ~90% extraction accuracy ~40% lower cost

Statement intake → extract → spread & analyze → draft memo → analyst sign-off → logged.

Insurance

Claims and policy servicing: the work where speed and getting it right both matter.

01

Touchless motor claims

Straight-through claims settlement

TodayEven simple motor claims take days and tie up adjusters, while some fraud still slips through the cracks.
With SuksmStraightforward claims settle in minutes with a fraud pre-check; anything complex or suspicious routes to an adjuster with the evidence attached.

Representative benefits

70% settled straight-through <30 min on simple claims 35% lower fraud loss

Intake → read documents → fraud pre-screen → tier the claim → settle or route to a human → logged.

02

Life & annuity policy servicing

Reducing "not in good order" rework

TodayServicing requests keep bouncing back as NIGO ("not in good order"), which creates rework, delays and frustrated policyholders.
With SuksmAgents check each request for completeness, identity and validity up front, so far fewer get kicked back and the rest move faster.

Representative benefits

~60% faster resolution ~50% fewer NIGO kickbacks ~40% lower cost

Intake → check completeness & identity → validate & screen → execute or flag → logged.

We apply the same approach across first notice of loss (FNOL), claims adjudication and underwriting. Start with one process, then expand.

Healthcare providers

Revenue-cycle work where delays hurt patients and margins alike.

01

Prior authorization & utilization review

Getting care approved, faster

TodayStaff manually match each request to payer rules and clinical criteria. It's slow, and patients wait for care while it grinds through.
With SuksmAgents check the payer rules and clinical criteria and prepare the request; clinicians review only the complex cases.

Representative benefits

55–65% faster turnaround ~75% of requests handled automatically 100% auditable

Referral intake → match payer rules → check clinical criteria → prepare request → clinician reviews complex cases → logged.

02

Denial management & appeals

Turning denials around before deadlines

TodayDenials pile up and appeals get written from scratch under deadline pressure, so revenue leaks and staff scramble.
With SuksmAgents categorize each denial, match the payer policy, and draft the appeal with the evidence assembled; a clinician signs off.

Representative benefits

~60% faster appeals 80% auto-categorized Higher overturn rate

Denial intake → find the cause → match policy → draft appeal + evidence → clinician sign-off → submit & log.

03

Patient access & eligibility

Eligibility & benefits verification

TodayVerifying eligibility and benefits by phone and portal is slow and error-prone, and patients feel it at the front desk.
With SuksmAgents verify eligibility and benefits and flag when financial counseling is needed, around the clock, so patients get clear answers sooner.

Representative benefits

~70% lower cost per check 96% of SLAs met +18 pts patient satisfaction

Intake → check eligibility → verify benefits → trigger counseling if needed → route & log, 24×7.

04

Clinical documentation & coding

Coding accuracy & audit readiness

TodayCoders review charts line by line. Under volume, accuracy slips and audit prep becomes a scramble.
With SuksmAgents extract the details and suggest codes with compliance checks built in; coders confirm and handle the queries.

Representative benefits

~55% faster chart review ~92% coding accuracy ~35% lower cost

Chart intake → extract → suggest codes → compliance check → coder sign-off → audit-ready record.

A note on the numbers: these ranges are what our solutions are designed to deliver, based on how these processes work and what we've built. Your results will depend on your volumes, systems and rules. On a walkthrough we'll model the numbers against your own process rather than promise a headline figure.

Don't see your exact process?

These are just where we start. Bring us the workflow that's costing you the most time, and we'll tell you honestly whether agents are a good fit and what it would take.

Talk to us