IbhanAi Labs · Solutions

AI solutions

Vertical AI shaped around your industry's workflows and compliance needs — deployed on your devices, in your own cloud, or on-premise. Need us to build or run it? See Services.

Manufacturing Pharmaceuticals Financial Services

Industry Services

Solutions tuned to your industry

Vertical AI services shaped around the real workflows, compliance needs and value drivers of each industry we serve.

Manufacturing

Computer-vision quality inspection and an on-device shop-floor assistant — running at the edge, on your plant network.

Computer Vision · Agentic AI

Bin monitoring & part counting

Computer Vision

Vision models watch bins, totes and kitting trays on the line — localizing and counting every part against the expected kit, so missing, extra or mixed-up parts surface in real time, before they reach assembly.

Vision model detecting and counting individual parts inside a divided kitting tray, each item boxed within a defined sample area.
Kitting tray — each part localized and counted in the sample area.
Parts detected in each compartment of a divided orange tote, with per-cell bounding boxes.
Divided tote — per-compartment detection and count.
Object detectionCountingEdge / on-prem

Surface & finish defect detection

Computer Vision

Automated inspection for scratches, dents, crushed fins and finish anomalies at line speed. Each anomaly is localized and classified with a confidence score, so borderline parts are routed for review instead of shipping.

Heat-exchanger fins under inspection with a crushed-fin anomaly localized in a red box, labelled with defect type and 98% confidence.
Heat-exchanger fins — crushed-fin anomaly, 98% confidence.
Condenser surface with a defect region segmented and measured in pixels.
Condenser — defect region segmented and measured.
Anomaly detectionSegmentationLine-speed

Shop-floor plant assistant

Agentic AI · On-device

Describe a build in plain language and private AI running locally will handle it — checking the bill of materials against live warehouse stock, flagging shortages, suggesting approved swaps, and routing the rectified order to your WMS and supplier EDI. The engine owns the numbers; the AI writes the advisory. Plant and inventory data stay inside your walls.

Private AIOn-deviceBOM / WMSAgentic

On-time delivery & operations intelligence

Analytics · Ibhan Assistant

One live view across production, supply chain, quality and thermal systems — with an Ibhan Assistant that has full dashboard context. Track OTIF and on-time-delivery risk, see which suppliers threaten commitments, and ask plain-language questions about any KPI. Predictive milestone tracking flags shipments likely to slip before they do.

OTIF / OTDLive dashboardsIbhan AssistantPredictive

More manufacturing capabilities in build

Digital SOP

Interactive, always-current standard operating procedures with step guidance and compliance capture.

Details coming soon

Pharmaceuticals

Quality, compliance and process-intelligence services for pharmaceutical operations.

In planning

Capabilities in preparation

Capability briefs for pharmaceutical services are being prepared. Share your priority use case and we'll shape the first offering with you.

Coming soon

Financial Services

AI for reinsurance underwriting and executive decision-making — private by design.

Insurance · Executive AI

Reinsurance underwriting workbench

Agentic AI · Human-in-the-loop

An underwriting desk for reinsurance — submission intake, a 360° case workspace, and the AI operations behind them. Purpose-built agents read submissions, assemble the case, and draft the risk assessment, pricing and documents for the underwriter. Every consequential step sits behind a human approval gate — external send and binding stay human-controlled — and the models run self-hosted, so cedent and broker data never leave your environment.

Submission intakeRisk & pricingSelf-hosted agentsHuman-in-the-loop

CXO executive dashboard

Analytics · Ibhan Assistant

A single executive view of the numbers that matter — revenue, EBITDA and gross margin, cash position, cost breakdown, cash flow and a live P&L — with the Ibhan Assistant that has full dashboard context and answers in plain language. The same private-AI pattern as the plant floor, pointed at the boardroom.

P&L / EBITDACash flowIbhan AssistantLive KPIs
Executive financials dashboard: revenue MTD, EBITDA margin, gross margin and cash position KPIs with revenue-vs-cost, cost breakdown, cash flow and a live P&L summary, plus the Ibhan Assistant panel.
Financials — revenue, margins, cash flow and P&L, with the Ibhan Assistant.

Work with us

Have a use case in mind?

We're rolling out detailed briefs for each service. Tell us your industry and priority, and we'll scope a focused pilot with a clear path to production.

Talk to IbhanAi Labs