AI Workflows

Document-ingest pipelines that augment the labor you already pay for.

We don't claim to replace your BPO. We work alongside it — same channels, same systems of record — and cut the per-file labor cost on a named workflow over time as the system improves and the exception rate comes down. Browse the workflows two ways: by industry, or by the work itself.

50–80%
Per-file labor reduction over the engagement, as confidence improves
7
Industries covered, with 60+ named workflows from the source-of-truth doc
6–8 weeks
Typical pilot from kickoff to shadow-mode running on real submissions
By Industry

Find Your Workflow by Vertical

Each rollup is a thin index over the workflows in that vertical. We do the homework on the customer's ecosystem — we don't claim to be specialists. Volume claims belong on workflow pages, not industry pages.

Insurance · 9 workflows

P&C Carriers & TPAs

FNOL, Acord, medical records, property estimates, demand packages, subrogation, SIU, CAT surge, workers-comp bill review. Replaces incumbents at Crawford, Sedgwick, Genpact, EXL, WNS, ReSource Pro, Cogneesol.

Legal · 10 workflows

Law Firms, ALSPs & In-House

Contract review, lease abstraction, M&A due diligence, eDiscovery, privilege review, covenant review, foreign-language review, patent prior art, regulatory submission, HSR filing prep. Replaces ALSPs at UnitedLex, Axiom, Elevate, Integreon, Consilio, Epiq, KLDiscovery.

Financial Services · 9 workflows

Banks, Credit Unions, RIAs

KYC review, sanctions adjudication, SAR drafting, mortgage indexing, trade-finance review, UBO remediation, credit memos, wealth onboarding, disclosure review. Replaces incumbents at Genpact, WNS, Cognizant BPS, Accenture Operations, EXL, Conduent, Infosys BPM, Sourcepoint, Visionet, Indecomm.

Healthcare Admin · 9 workflows · Coming soon

Providers, Payers, PBMs

Prior auth, clinical denial appeals, HCC coding, HEDIS abstraction, CPT/ICD-10 coding, charge capture, pharmacy PA, DDS. Augments incumbents at Cognizant, Optum, Conifer Health, R1 RCM, GeBBS, Access Healthcare, Sutherland.

Construction & Real Estate · 11 workflows

GCs, Subs, Owners

Plan takeoff, bid leveling, submittal log review, RFI processing, lien waivers, COI tracking, permits, PCAs, title review. Augments incumbents at Outsource2india, Tejjy, McLine Studios, ResearchFox, BuildSourced.

Manufacturing & QC · 10 workflows · Coming soon

OEMs, CMs, QSRs

Visual inspection, FAI (AS9102), RMA disposition, supplier audits, mill cert review, calibration, NCR/8D, equipment logs. Augments incumbents at HCL Engineering, L&T Tech Services, Cyient, Quest Global, SGS, Bureau Veritas, Intertek, Eurofins.

Logistics & Trade · 10 workflows · Coming soon

3PLs, Freight Forwarders

BOL extraction, freight audit, customs entries, HTS classification, ISF, drawback, D&D disputes, POD, hazmat, USMCA. Augments incumbents at Cass, AFS, US Bank FAP, Livingston International, Expeditors, Flexport, nVision, Trax.

Insurance Workflows

P&C Insurance Claims Operations

Each workflow follows the same shape: ingest → analyze → push into the system of record. Built pages are linked; the rest route to a project conversation.

Construction Workflows

Construction & Real Estate Document Operations

Preconstruction, project controls, and real estate transaction workflows. Built pages are linked; the rest route to a project conversation.

Legal Workflows

Law Firm, ALSP & In-House Document Operations

Routine commercial paper, deal-bound diligence, and litigation document workstreams — every page integrates into iManage, NetDocuments, Relativity, Intralinks, or your CLM.

Financial Services Workflows

Bank, Credit Union, RIA & Lender Document Operations

KYC, AML, mortgage operations, trade finance, UBO remediation, credit, wealth onboarding, and disclosure review — every page integrates into Fenergo, Pega, NICE Actimize, Encompass, CreditLens, Pershing, or your existing platform.

How It Works

Same Five-Step Pilot Path on Every Workflow

The methodology is the expertise. The workflow page goes deeper — this is the short version.

Submission lands
Whatever channel you already accept — email, fax, portal, EDI, batch upload.
1
Extraction & classification
Field-level extraction with confidence scoring. Anything below threshold routes to a human queue.
2
Validation against rules
Carrier rules, payer rules, contract rules, jurisdictional rules — pre-encoded or learned.
3
Push to system of record
Through documented integrations — Guidewire, Encompass, Procore, Epic, MercuryGate. No platform-side custom dev.
4
Audit log persisted
Every extraction and decision logged with source doc, model version, prompt, and confidence per field.
5
What's true on every workflow page

The Hedges That Keep This Credible

Pilot success threshold
"Pilot success threshold is structured-field accuracy at parity with or above your incumbent BPO, measured on the same shadow-data sample."
Confidence threshold routing
"Anything below your defined confidence threshold per field is routed to a human exception queue — your call which queue, ours or yours."
No determination authority
"We don't make the SIU / clinical / legal determination. We tag the item with the indicators and source evidence so your team makes the call on a richer file."
BPO contract continuity
"Most carriers, firms, and banks keep the BPO contract in place during pilot and early production — we route exceptions to it. Volume to the BPO drops 50–80% on the workflow over the engagement."
Pricing structure
"Pricing structures around volume tiers and outcome SLAs, not hourly billable rates."

Two Ways to Start

Take the AI assessment for a structured read. Or send us the labor line you want cost off — we will come back with a per-file ROI model and a 6–8 week pilot plan.