CHEMICALS · PROCUREMENT
Supplier Communication Hub
All inbound supplier communication for a global chemical company, order status, delivery dates, invoice and payment queries, certificates of analysis, spec and safety documents, read, matched to the purchase order and answered against live Ariba and SAP records. Sixty percent resolves without reaching the buyer desk.
SAPAribaSpeciphicAsk60% deflection
LOGISTICS · NETWORK DESIGN
Freight Network Optimizer
Which plant should make which product for which region, given lanes, modes, capacity, tariffs and seasonality. Ranked trade-offs across the whole network rather than one lane at a time. Eight million dollars of benefit measured in six months against actual freight spend.
OptimizationStructIQ$8M measured
MANUFACTURING · INVENTORY
Buyer Agent
Purchase timing, coverage, lead times and consumption across up to sixty plants, tuned per site. Forecasting, optimization and classification models working together rather than a single prompt. Part-funded through Microsoft ECIF.
ForecastingOptimizationMicrosoft ECIF
MANUFACTURING · PLANNING
Build Agent
Board and production planning alongside the Buyer agent, on the same plant model, so the purchasing decision and the production decision stop being argued in separate meetings.
PlanningStructIQ60 plants
PACKAGING · COMPUTER VISION
Print, Artwork & Label Inspection
Convolutional networks trained on the real defect set compare what printed to what was approved, copy, claim, allergen statement, barcode, color and registration, and flag deviation while the web is still running. Rework down, and the compliance failures that matter most caught upstream.
CNNSpeciphicViewLine-side
OPERATIONS · THROUGHPUT
Warehouse Line Efficiency
Productivity benchmarks in cases and pallets per hour, shipping forecasts turned into labor plans, and shift allocation optimized against real constraints. Planners work the exceptions instead of building the schedule.
OptimizationLabor planningWMS
FREIGHT · BILLING
Open Scan Review
A 20-person team reviews 15–20,000 scanned documents a day. The agent classifies, matches to the shipment record, clears the routine and routes only genuine exceptions to a human.
SpeciphicViewStructIQHITL
FREIGHT · CLAIMS
Claims Chat
Cargo claims answered from the policy, the tariff, the delivery record and the POD image, for both the claims desk and the customer, with the same grounded answer.
SpeciphicAskSpeciphicView
FREIGHT · CLAIMS
Claim Investigator
Assembles the full evidence pack for a disputed claim, scans, exceptions, handling history, prior patterns, and proposes a fault determination for an adjuster to accept or reject.
Multi-agentHITL
FREIGHT · CLAIMS
Paid-Fault Identifier
Reviews historically paid claims to find the ones where fault sat elsewhere, quantifying recovery opportunity and building the case file.
StructIQSpeciphicAsk
FREIGHT · BILLING
Negative Revenue Prediction
Predicts shipments likely to bill below cost before the invoice goes out, with the driver named, rating error, accessorial miss, dimensional discrepancy.
StructIQ
FREIGHT · SALES
Quoting Email & Chat
Reads inbound quote requests in whatever form they arrive, resolves the lane, class and accessorials, and drafts a quote for a pricing analyst to release.
SpeciphicAskHITL
FREIGHT · PRICING
Pricing Intelligence
NMFC classification, tariff and CzarLite mechanics and dynamic pricing modeled as ontology, so pricing questions get consistent answers across the network.
StructIQOntology
REAL ESTATE · FINANCE
Order-to-Cash AgentCore
Invoice-to-cash orchestration across a global services business: exception handling, dispute triage, dunning, cash application and collections prioritization.
Multi-agentStructIQWorkflow
REAL ESTATE · OPERATIONS
Valuations Bid-to-Delivery
An eleven-step lifecycle from lead through pitch, job setup, inspection, assessment, deliverable and close, orchestrated across roughly 60,000 requests a year.
WorkflowMulti-agent
REAL ESTATE · HR
AskHR / IRIS
Employee service at 70,000+ employee scale, grounded in policy across jurisdictions and entities. Contributed to a CIO 100 award and two filed patents.
SpeciphicAskPeopleEdge
HR · WORKFORCE
Retention Intelligence
Early attrition signal assembled from operational patterns, surfaced to HR business partners with explicit boundaries on what is never used as a feature.
StructIQPeopleEdge
HR · OPERATIONS
ARIA Workforce Command Center
A single operating view of workforce state, headcount, movement, open demand, capability gaps, for leaders who currently reconcile four reports to get it.
StructIQConsole
HR · TALENT
Skill Intelligence Agent
Infers what people can actually do from work history, certifications and project records, mapped to a job architecture, for mobility and gap analysis.
SpeciphicAskStructIQ
HR · COMPLIANCE
Leave Operations
FMLA, ADA, DOT, STD and return-to-work as one governed workflow, eligibility maths, concurrent designation, intermittent pattern detection, correspondence, specialist review.
WorkflowHITLPeopleEdge
LEGAL
Contract Translation & Review
Multi-agent review of supplier agreements across German, Spanish and Portuguese, preserving the legal position through translation, with a human checkpoint before anything becomes a position.
Multi-agentSpeciphicAskHITL
LEGAL · PROCUREMENT
Contract Abstraction
Obligations, rebates, price mechanisms, indexation, termination and exclusivity pulled out of the contract estate and made queryable alongside spend.
SpeciphicAskSupplierEdge
FINANCIAL SERVICES
AML / Financial Crime Intelligence
Alert triage and investigation support over third-party risk data and internal records, with a medallion data pipeline underneath and full investigator audit trail.
StructIQSpeciphicAsk
PACKAGING · PROCUREMENT
Supplier Intelligence
Multi-year program covering supplier health, disruption, spend and contract obligation across a Fortune 200 packaging manufacturer's supply base.
SupplierEdgeStructIQ
MANUFACTURING
AXIOM Plant Intelligence
Site-level intelligence joining historian, MES, quality and maintenance data into one console with cause analysis and recommended action.
StructIQConsoleAssetEdge
MANUFACTURING · GOVERNANCE
COE Effectiveness Model
The scoring and portfolio model behind an enterprise AI center of excellence, intake, feasibility, value, reuse and gate progression.
COEWorkflow
CPG · BRAND
ConsumerEdge
Live across several large F&B brands, turning consumer and retail signal into weekly category decisions with evidence attached.
ConsumerEdgeSpeciphicAsk
HOSPITALITY · KNOWLEDGE
Chairman's Archive
Decades of video and recorded material indexed, searchable and summarizable, institutional memory made usable rather than merely stored.
SpeciphicViewSpeciphicAsk
HOSPITALITY · OPERATIONS
Restaurant ConsumerEdge
Guest signal from reviews, service contacts and operational data resolved to unit, daypart and menu item, so a district manager gets a real answer.
ConsumerEdge
CPG · MARKETING
Marketing Intelligence (GEO)
A five-agent system for generative engine optimization and marketing intelligence, visibility, share of answer, competitive positioning and content strategy.
Multi-agentConsumerEdge
SPORTS · MEMBER ORG
Operations Console
A member organization's operating console covering safeguarding compliance, registration and event operations, with live streaming assistance for staff.
ConsoleSpeciphicAsk
FREIGHT · SERVICE
Website & Self-Service Assistant
Customer-facing assistance grounded in tariffs, service maps and shipment status, answering the questions that currently become phone calls.
SpeciphicAsk
FREIGHT · FINANCE
Credit & Refund Automation
Unassigned credits identified and matched, refunds and auto-apply proposed, with an accounts receivable analyst approving before anything posts.
StructIQHITL
PROFESSIONAL SERVICES
Talent Profile Generator
Turns raw candidate and consultant material into consistent, client-ready profiles against a defined template and quality bar.
SpeciphicAsk