LineSight
Techstars '26Oak Brook, US · Founded 2025 · 6 employees on LinkedIn · 1 known investors
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LineSight provides optimization software for metal service centers that plans slitting operations to reduce scrap and maximize revenue from coil processing. The platform integrates with existing ERPs to generate profitable cutting plans within seconds.
Also known as LineSight
Founders & leadership
LineSight was founded in 2025 by Bilal Yousuf.

Investors · 1
How we know: the Techstars portfolio · open dataset · Top 3000 Accelerator Startups (no YC) 2026-08 · Not right? Tell us
Company profile
researched Sep 2026LineSight is a production planning platform for metal service centers focused on slitting optimization — determining how wide metal coils should be cut into narrower strips so that the maximum share of material ships as sold product rather than scrap. The software connects to a customer's ERP, reads open orders and coil inventory in real time, and generates cutting plans that account for order constraints, slitting line constraints and operational preferences. Completed plans flow back into the customer's systems: operators can issue work orders, download PDF plans and update the ERP in a single action.
The product is built around the domain specifics of flat-rolled metal processing, including grades, gauges, slitter capabilities, inside/outside diameter constraints, multiple passes, edge conditioning and PIWs. LineSight positions slitting as a combinatorial problem that planners otherwise solve manually over hours in spreadsheets, and states that its optimization engine evaluates millions of configurations across the whole order book and inventory to identify the most profitable setup, producing schedules in seconds. Alongside slitting plans, the company says it has worked with customers on adjacent workflows such as logistics, sales, procurement and data entry.
A third-party company profile describes LineSight as a pre-seed company headquartered in Chicago, Illinois, and classifies it in the manufacturing software industry.
Business model
LineSight sells software to metal service centers, with a dedicated ERP integration built for each customer during implementation. The company states it charges customers less than the value it saves them: during implementation it analyzes the operation and tests the platform to estimate the additional revenue generated, then charges a fraction of that amount. It also describes an ongoing advisory relationship, acting as an in-house AI resource for adjacent operational workflows.
Value-based pricing tied to measured customer gains — LineSight states it never charges more than it saves, setting fees as a fraction of the incremental revenue quantified during implementation.
Traction
The company publishes a case study with metal service center Elite Steel, quoting VP Abizer Ghadiali, and reports $850K in annualized revenue added, a 2.9% average scrap rate reduction and a 20% gross profit margin increase. It states customers have reduced scrap rates within weeks of going live.
▸Full profile — market position, technology, go-to-market, geography
Market position
Early-stage entrant positioned as a specialist slitting-optimization vendor for metal service centers, competing against generic AI tools and ERP add-on modules; an external profile lists FabriSight, Stockline, Eyelit Technologies and Bild AI as similar companies and classifies LineSight as pre-seed in manufacturing software.
LineSight contrasts itself with generic AI tools, which it says lack a metal-specific domain model, and with ERP add-ons, which it describes as systems of record rather than slitting planners. It cites purpose-built design for metal service centers, cost-aware financial optimization, instant schedule generation and per-customer ERP integration as points of difference.
Technology
An optimization engine purpose-built for metal slitting that analyzes large numbers of order-to-coil combinations to minimize trim loss and maximize revenue per coil, described as reaching up to 99% efficiency. The system models domain constraints such as knife setups, grades, gauges, width and ID/OD limits, multiple passes, edge conditioning, PIWs and coil genealogy, and integrates bidirectionally with ERPs as well as with spreadsheets and group chats used on the shop floor.
Go-to-market
Direct sales through demo requests on the company website, followed by an implementation period of under a month covering ERP integration, platform customization and team training. Customer case study results are used as proof points in marketing.
Metal service centers, with a specialization in operations processing flat-rolled products; the company says it has also worked with shops handling other product types. Buyers include production and operations leadership responsible for slitting lines and planning teams.
Geography
United States; a third-party profile lists the headquarters as Chicago, Illinois.
Compiled by commissioned research from 8 cited public sources — announcements, filings, and press listed under research sources below.
Key figures
latest reportedCompany-reported or press-reported figures, each dated to when it was claimed — not independently audited.
▸Research sources · 8
primary sources listed
- LineSightlinesight-ai.com · web
8 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does LineSight do?
- LineSight is an AI slitting-optimization platform that turns metal service centers' ERP data into profitable coil cutting plans.
- Who founded LineSight?
- LineSight was founded by Bilal Yousuf in 2025.
- Who are LineSight's investors?
- LineSight's investors include Techstars.
- Where is LineSight headquartered?
- LineSight is headquartered in Oak Brook, US.

