Skip to content
clusterknot
Everything that moves, connected.

Intelligence for machines, vehicles and your business.

Software for the vehicles on your road map. LoomOS for the machines on your floor. And from Knot Labs, AI products that pick up the phone, shortlist your hires, draft your contracts and read your documents, from day one.

Book a consultation →See Manufacturing OS
CNC-07 · Plant 2Bearing drift flagged · 3 days early
Production delivery for OEMs and Tier 1s
25 yrs
Practices, one delivery model
3
Delivery hubs · sales in USA, UAE & Germany
India · Poland
ProductsAutoAttenderNORAQuickRekruitClauseKnotMarineOSDocKnotLoomOS
Key skillsAUTOSARADASAndroid AutomotiveSDVISO 26262ISO/SAE 21434ASPICEOPC UAModbusIndustrial IoTComputer visionVoice AIText-to-SQLAgentic AIDocument AILocal LLMDigital twinsEmbedded C/C++Cloud & DevOps
PartnersSix30LabsAlgorizzClusterKnot TechnologiesMaxStackLabsIntellox TechnologiesBiztackle Technologies
Practices

Three practices. One delivery model.

Vehicles, machines and the business around them, built by the same senior-led teams.

Automotive

Twenty-five years of production experience across AUTOSAR, ADAS and connected vehicle programs, for OEMs and Tier 1s.

  • AUTOSAR & ASPICE
  • ADAS production programs
  • Android Automotive / IVI
  • Functional safety
  • Automotive cybersecurity
  • AI governance
  • SDV programs

Engineering · LoomOS

The operating system for manufacturing. Connects your machines. Runs your plant. Learns from every shift.

Knot Labs · Advanced Tech

AI that works. Products we own and run: AutoAttender answers your calls, NORA talks to your database, QuickRekruit hires, ClauseKnot drafts, MarineOS watches the fleet, DocKnot reads your documents.

Explore Automotive →Explore Manufacturing OS →Explore Knot Labs →
Knot Labs · Advanced Tech

AI that works.

Knot Labs is where we build AI products that do a real job from day one: answering calls, hiring, drafting contracts, reading documents. Each one runs on its own and is ready to deploy.

VOICE AIAutoAttenderYour 24/7 AI virtual receptionist.Answers every call, books appointments, transfers to your team and follows up across voice, text and CRM.Explore AutoAttender →
DATA AINORATalk to your database.Ask your relational databases questions in plain words. Get the number, the table and the SQL behind it, with role-based access.Explore NORA →
HIRINGQuickRekruitThe agentic AI hiring OS.Sources, screens, calls and interviews candidates, then hands you a scored shortlist with the evidence attached.Explore QuickRekruit →
LEGALClauseKnotAI drafting and review for contracts.Draft from templates or several sources at once, review agreements with in-document comments, and export with tracked changes.Explore ClauseKnot →
MARITIMEMarineOSOne live window into the fleet.Plain-language questions across voyage, engine and IT data, and an alarm flood ranked into an explained action list.Explore MarineOS →
DOCUMENT AIDocKnotDocuments in. Structured data out.Invoices and receipts to structured JSON on a local LLM. No cloud AI credits, no documents leaving your network.Explore DocKnot →
Accelerators

Built once, running for clients, ready for yours.

All of Knot Labs →
  • Natural-language analyticsAsk a spreadsheet, document or database a question in plain words.
  • Voice automationReminders, follow-ups and confirmations at scale, on real call flows.
  • WhatsApp-native dataLive sales, revenue and dues answered in chat.
  • Proposal generationReads a brief, learns from past proposals, returns a structured deck.
  • Agency matchmakingRanked on analysed fit, not on who bid first.
  • AI performance managementGoals, review workflows and alignment insight across a workforce.
  • AR wearable assistantMessaging, payments and workflows by voice, on glasses.
  • Vision & inspectionDefect detection from twenty good parts; PPE and zone watch on existing cameras.
Our people

Operators, not headhunters.

Founder-led by senior professionals with 20+ years each and established reputations in their markets. Our people have delivered these programs from the inside, across IT, automotive, manufacturing and applied AI.

IT

Enterprise software, platforms and cloud delivery

Automotive

AUTOSAR, ADAS, IVI and SDV for OEMs and Tier 1s

Manufacturing

Connected machines and plant systems

AI & ML

Agents, data AI, vision and applied ML

Customer Success

Engagement governance and outcome tracking

Telecom & aero

Embedded and safety-critical engineering

How we work

Consulting first. Staffing second.

  1. STEP 01

    Consult

    We scope the problem with you directly, through senior people.

  2. STEP 02

    Deliver

    Our technical lead activates the delivery team against the agreed scope.

  3. RAMP

    Scale with the work

    Teams grow as your program grows, never ahead of it.

How we work →
FAQ

Questions, answered.

ClusterKnot builds software and AI for vehicles, machines and the business around them, through three practices: Automotive, Engineering (LoomOS, the operating system for manufacturing) and Knot Labs (AI products and accelerators).

Let's talk about your program.

Delivery in India and Poland · sales in the USA, UAE and Germany · clusterknot.io

Book a consultation →