· Index — Services · 6 engineering disciplines

Engineered,not templated. — Araskova Studio engineering services: custom software, security and applied AI

We do not build generic software. We engineer deep technical systems (computer vision, embedded robotics, physical security AI, cybersecurity and custom platforms) deployed directly into your operational environment.

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Engineering disciplines
06
Engineering disciplines
Milestones, fixed upfront
04
Milestones, fixed upfront
Source and IP handed over
100%
Source and IP handed over
To an honest assessment
1 day
To an honest assessment

· 001 — The rulebook

  1. Ifgeneral-purpose models get your Malayalam wrongThen §01Applied AI Research & Bespoke Model Engineering
  2. Ifoff-the-shelf software doesn't fit your workflowThen §02Custom Enterprise Software & Scalable Platforms
  3. Ifnobody has attacked your system yet, but someone willThen §03Cybersecurity, Penetration Testing & AI Red Teaming
  4. Ifyou run a small business on paper and WhatsAppThen §04Small Business Software & AI Automation
  5. Ifdefects slip past manual QCThen §05Computer Vision & Industrial Edge AI
  6. Ifyour CCTV only recordsThen §06Physical Security & CCTV Intelligence

· §01 — Laboratory R&D

Applied AI Research & Bespoke Model Engineering

“Proprietary model training, dataset engineering, and on-device runtimes.”

Ideal for · Indic language initiatives, deep tech startups, healthcare diagnostics, research partners

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Related product · View our research →
FORWARD PASS →EPOCH 000041LOSS 0.6930LINPUT xHIDDEN h₁HIDDEN h₂OUTPUT ŷW₁W₂W₃← BACKWARD PASS (∂L/∂w)SCHEMATIC · THE TRAINING LOOP BEHIND OUR MALAYALAM LLM / SLM RESEARCH
Fig. §01 · Laboratory R&D

For deep tech ventures, government agencies, and industrial consortiums requiring unique AI capabilities beyond commodity cloud APIs. We train custom foundational and domain-specific models, curate bespoke training corpora, benchmark Indic language LLMs — our own lead research is Malayalam — and compile lightweight inference runtimes.

Engineering capabilities

  • Custom vision and language model fine-tuning on proprietary enterprise data
  • Dataset creation, cleaning, annotation, and adversarial synthetic augmentation
  • On-device compilation and INT8 / FP16 quantization for edge deployment
  • Reproducible benchmarks and evaluation pipelines, written up clearly

Delivered outcomes

  • Proprietary competitive moat: custom models that your competitors cannot copy
  • Drastic reduction in ongoing cloud API inference costs via local models
  • Complete model weights, training checkpoints, and benchmark data ownership
  • Direct collaboration with Araskova research fellows and systems engineers

· §02 — Full-Stack Systems

Custom Enterprise Software & Scalable Platforms

“Internal systems your business depends on, built without fragile templates.”

Ideal for · Logistics fleets, manufacturing ERPs, specialized marketplaces, multi-facility operations

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CUSTOM WEB APPS · BUSINESS PORTALS · WHATSAPP WORKFLOWS
Fig. §02 · Full-Stack Systems

When off-the-shelf software fails to accommodate your proprietary operational workflows, we architect custom platforms from scratch. We build ultra-snappy web applications, internal enterprise portals, multi-tenant SaaS backends, and high-throughput data processing engines built to stay up.

Engineering capabilities

  • Clean architecture with type-safe TypeScript, reactive backends, and SQL/NoSQL databases
  • Legacy system migration and bi-directional ERP / CRM synchronization
  • Real-time WebSocket event streams and low-latency telematics processing
  • Fully responsive mobile and desktop client interfaces with zero third-party bloat

Delivered outcomes

  • Purpose-built around your exact workflow — zero unnecessary feature bloat
  • Complete intellectual property (IP) and source code ownership
  • Zero recurring per-user SaaS license fees
  • Scalable infrastructure engineered to support tens of thousands of concurrent operations

· §03 — Security

Cybersecurity, Penetration Testing & AI Red Teaming

“Find the vulnerabilities before someone else does.”

Ideal for · Fintech, healthcare platforms, SaaS startups, enterprise IT, government portals

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Related product · CERBERUS AppSec Engine →
REPO · 6 FILES · OWASP 10/10src/server/auth.tsSCAN…src/server/pay.ts.env.examplesrc/api/upload.tsinfra/deploy.ymlsrc/ui/form.tsxFINDINGSCRITICAL00HIGH00MEDIUM00LOW01SCANNINGSECRETS · INJECTION · OWASP TOP 10 · EVERY FINDING WITH ITS FIX
Fig. §03 · Security

Deep security audits, source code reviews, and penetration tests of web platforms, mobile binaries, APIs, and AI agent workflows. We simulate sophisticated adversarial attacks to uncover hidden logic bugs, privilege escalations, supply-chain risks, and prompt-injection vulnerabilities in AI systems.

Engineering capabilities

  • Autonomous and manual penetration testing across web, mobile, and API surfaces
  • Post-quantum cryptography migration planning (NIST FIPS 203 / ML-KEM)
  • Zero-trust architectural design and cloud security posture reviews (AWS, GCP, Azure)
  • AI agent red-teaming: prompt injection, jailbreaking, and data leakage defense
  • Evidence and documentation for your ISO 27001, SOC 2, HIPAA and RBI audits

Delivered outcomes

  • Exhaustive vulnerability brief ranked strictly by severity and exploitability
  • A post-quantum migration plan for data that must stay confidential for years
  • Plain-English, developer-ready remediation steps with verified code patches
  • Attestation letters and executive security summaries for enterprise clients
  • Policy guardrails deployed around your AI agents

· §04 — SMB Accelerator

Small Business Software & AI Automation

“Budget-friendly operational software with autonomous AI baked in.”

Ideal for · Gyms, clinics, supermarkets, retail stores, local contractors, consultants, and agencies

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Araskova Studio → →
COUNTERLEDGERDASHBOARDBILLING · STOCK · LEDGER · ONE DASHBOARD, OWNED OUTRIGHT
Fig. §04 · SMB Accelerator

You don't need a ₹20 Lakh enterprise budget to automate your business. We engineer affordable, rock-solid management suites, billing tools, inventory matrices, and WhatsApp AI booking agents specifically for local businesses, gyms, clinics, and retail stores in Kerala and across India.

Engineering capabilities

  • Fixed milestone pricing with zero hidden fees — starting from small business budgets
  • Embedded AI automation in every build: invoice OCR, WhatsApp bots, and daily digests
  • Pre-built modules (AXIS gym suite, billing & POS matrix, WhatsApp sales engines)
  • Instant WhatsApp technical support line (+91 62822 37771) with turnaround in 2–4 weeks

Delivered outcomes

  • Automate repetitive paperwork, billing, and member check-ins
  • Capture customer inquiries 24/7 directly inside WhatsApp
  • 100% full source code ownership with no recurring per-seat fees
  • Simple, staff-friendly interfaces that run on your existing phones and laptops

· §05 — Visual Intelligence

Computer Vision & Industrial Edge AI

“Vision models that run on-premise, next to the camera.”

Ideal for · Ceramics, electronics manufacturing, pharmaceutical packaging, textile mills, automotive parts

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Related product · VIGIL Industrial Inspector →
COUNT 00CAM_02 · YARD · 1280×720CUSTOM VISION MODELS · DETECT · COUNT · READ, ON YOUR OWN HARDWARE
Fig. §05 · Visual Intelligence

We architect proprietary computer vision models tailored to demanding industrial and commercial environments. From high-speed conveyor defect classification and surface micro-scratch detection to optical character recognition and multi-spectral anomaly scoring — all running on-premise without cloud latency.

Engineering capabilities

  • Custom dataset curation and synthetic flaw generation for rare defects
  • Model quantization for on-device inference on edge hardware (NVIDIA Jetson, Intel, TPU)
  • High-speed camera sensor calibration (GigE Vision, USB3, NIR/Thermal)
  • Industrial PLC, pneumatic reject arm, and SCADA relay integration

Delivered outcomes

  • Inspection of every unit at production speed
  • Eliminate manual QC inspector eye fatigue and product recall risks
  • 100% Air-gapped on-premise execution: zero intellectual property leaves your plant
  • Predictive machine health warnings based on defect clustering

· §06 — CCTV Analytics

Physical Security & CCTV Intelligence

“Real-time alerts from the CCTV cameras you already have.”

Ideal for · Corporate headquarters, hospital campuses, logistics hubs, banks, educational institutes, critical infrastructure

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Related product · ARGUS Intelligence Node →
ZONE · STORE ROOMTRACKING · P-0012SITE-WIDE AWARENESS · ZONES AND DWELL · ALERTS TO YOUR PHONE
Fig. §06 · CCTV Analytics

Most CCTV is reviewed only after something has happened. We add real-time analytics to your existing NVR and CCTV network to detect intrusions, loitering and crowd anomalies as they occur, with footage kept on your premises.

Engineering capabilities

  • Zero camera replacement: Direct RTSP / ONVIF video stream ingestion
  • Spatial intrusion bounding box tracking across multiple overlapping camera feeds
  • Dynamic false alarm suppression (ignoring weather, shadows, wildlife)
  • Multi-channel automated alerting via sirens, radio dispatch, SMS, and guard mobile app

Delivered outcomes

  • Real-time intrusion alerts
  • Less screen-watching for security staff
  • Zero cloud subscription: footage is retained 100% on your local servers
  • Automated incident clip logging with forensic audit timestamps

· Route — Engagement process

From bottleneckto handover.

No unplanned objects: every engagement runs through the same milestones, scoped and priced before work starts.

  1. Milestone 00

    Discovery

    We study your real-world operational bottleneck, inspect hardware/workflows, and formulate a clear technical scope.

  2. Milestone 01

    Fixed Proposal

    You receive a transparent, fixed-price proposal with defined deliverables, milestones, and timeline — no surprises.

  3. Milestone 02

    Engineering & Pilot

    We build and benchmark the system on-site or in staging with your real operational data and team.

  4. Milestone 03

    Deployment & Handover

    Full production rollout, staff training, documentation, and 100% source code / IP handover.

100% source & IP handed over

· Reply — Direct laboratory consultation

Discuss youroperational bottleneck.

From · hello@araskova.com

Subject · Re: your bottleneck

Automatic reply: we're in the lab. Send us your production line, security infrastructure or software specification. A system architect in Kerala will review it and give you an honest assessment within one business day.
Schedule scoping call WhatsApp · +91 62822 37771