From annotation factories and localization pipelines to an AI-run staffing platform, HCTPL gives global clients execution they can measure — out of Visakhapatnam and Hyderabad.
HCTPL was incorporated in July 2023 with a simple brief: give enterprises a partner that can do the hard, unglamorous work that AI depends on — labelled data, localized content, reliable software and the right people — and show proof at every stage.
Today the company runs two connected ecosystems: hctpl.net, the enterprise arm for data annotation, localization, software consulting and project delivery; and HCTPL Global Staffing, a proprietary AI recruitment and vendor-management platform that hands hiring teams ranked, evidence-backed shortlists.
To be India's most trusted execution partner for enterprise AI — where every deliverable is measurable.
Combine skilled people, AI automation and transparent process so clients get quality data, working software and proven talent faster.
Humans and models label images, video, text and audio with pixel-level precision.
Content is adapted for every market — language, tone and culture, not just words.
Multi-tier review catches every edge case before data ships, with a full audit trail.
The enterprise data factory.
Human-in-the-loop labelling and content localization at production scale for model training, evaluation and global launches.
AI-run recruitment with evidence.
A proprietary platform where AI bots discover mandates, source and screen talent, run technical interviews and deliver ranked shortlists.
Platforms that run the business.
Industry ERPs and AI automation products built and supported in-house — from construction to HR to sales.
Structured execution, end to end.
Technical support, software consulting and engineering / construction IT project delivery for enterprises modernising operations.
Business objectives, operational challenges, platform requirements, and transformation goals are understood first.
Existing processes, enterprise systems, workflow gaps, and modernization opportunities are evaluated.
Implementation roadmaps, process improvements, governance structures, and adoption plans are defined.
Enterprise platforms are deployed, adopted, and optimized to support long-term operational transformation.
Engineering, construction, project delivery, and operational support services focused on improving execution, coordination, visibility, and delivery outcomes.
ExploreEnterprise modernization services covering ERP implementation, HRMS deployment, workflow standardization, platform adoption, and operational transformation initiatives.
ExploreAI workforce transformation services supporting intelligent recruitment operations, hiring automation, talent acquisition optimization, and workforce modernization.
ExploreOperational continuity systems supporting maintenance workflows, execution stability, infrastructure responsiveness, and long-term operational resilience.
ExploreAutomation services focused on customer acquisition, lead management, campaign execution, sales enablement, and growth optimization.
ExploreDigital transformation services supporting real estate, logistics, transport, manufacturing, and operational industry environments.
ExploreArtificial intelligence services focused on intelligent automation, decision support, workflow optimization, analytics, and operational intelligence.
ExplorePlatform engineering services covering SaaS product development, application architecture, integrations, scalability, modernization, and platform lifecycle management.
ExploreStrategic consulting services supporting business transformation, operational improvement, technology alignment, modernization planning, and organizational growth.
ExploreBusiness process automation services supporting workflow optimization, operational efficiency, system integration, process standardization, and scalable execution environments.
ExploreMulti-tier screening where every stage leaves evidence your team can review.
Captures the mandate over chat, voice or video, aligns commercial terms and drafts the JD for your approval.
Sources talent, screens resumes and runs chat pipelines and telephonic checks — filtering noise before it reaches you.
Role-aware interviews by chat, phone or async / live video, scored for depth, clarity and fit with full transcripts.
You receive a ranked shortlist with scores, recordings and notes — and keep every hiring decision.
Pipeline figures are illustrative of a single mandate.
Site intelligence, infrastructure execution systems, and operational delivery ecosystems.
View solutionOperational visibility systems, execution monitoring infrastructure, and intelligent coordination ecosystems.
View solutionAI recruitment orchestration, workforce coordination systems, and operational hiring intelligence.
View solutionEnterprise modernization systems, intelligent workflow orchestration, and scalable digital process ecosystems.
View solutionEnterprise AI operations, intelligent automation systems, and execution intelligence layers.
View solutionMarketplace enablement, procurement intelligence, and construction commerce systems.
View solutionOperational continuity systems, lifecycle maintenance infrastructure, and enterprise support intelligence.
View solutionConnected enterprise ecosystems, infrastructure intelligence systems, and operational integration networks.
View solutionScores, transcripts and QA logs travel with every deliverable.
Automation does the volume; people approve every decision that matters.
Distributed teams across India serving international clients.
Data, staffing, software and delivery without vendor hand-offs.
ROC-registered, GST-compliant, with published privacy and security policies.
No technical setup — share the brief, approve in the portal, go.
Hari Cornucopia Tech Private Limited incorporated in Visakhapatnam (10 July).
Data annotation & localization operations scale up.
Enterprise product suite — ERPs, HRMS and AI automation — launched.
HCTPL Global Staffing goes live as an AI-run recruitment platform.
Leads strategy, client relationships and HCTPL's AI-first operating model.
Harinagalalitha Daranalakota Priyanka
Guides governance, operations and the long-term growth of the company.
