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AI RESEARCH & DEPLOYMENT LAB // CUSTOM INTELLIGENCE

Custom AI, Built Around Your Business

We design and build custom artificial intelligence systems that take real work off your team: enterprise workflow automation, multimodal knowledge assistants, predictive recommendation engines, and high-accuracy conversational AI.

99.4%
Domain Model Accuracy
Zero-Hallucination Guardrails
< 60s
Automated Task Execution
From Hours to Seconds
100%
Code & Model IP Ownership
Zero Vendor Lock-In
24 / 7
Autonomous Operation
Instant Sync & Processing
ACTIVE PRODUCTION ARCHITECTURES
GENERATIVE AI

Automated Video Ad Engine

< 60s
Asset Production Time

Transforms short scripts into ready-to-run video commercials in seconds without human bottleneck.

Diffusion Models · FFmpeg · Speech Synthesis
AUTONOMOUS AI

Sub-Second HFT Engine

< 15ms
Order Execution Latency

Autonomous quantitative trading engine executing hundreds of daily orders with strict risk enclaves.

Time-Series ML · C++ Inference · Risk Enclaves
ENTERPRISE RAG

Ask Your Documents Anything

100k+
Indexed Documents

Semantic neural search across contracts, financial reports, and enterprise databases with zero leakage.

Hybrid Vector Search · Qdrant · Private Embeddings
PREDICTIVE AI

Multi-Store Demand Predictor

40+
Integrated Supermarkets

Autonomous daily ordering forecasting reading 3 years of transactions, holidays, and weather.

Temporal Graph Networks · Multi-variate ARIMA
OPERATIONAL AI

Autonomous Back-Office Agent

4 Days → 5 Mins
Administrative Efficiency

Multi-system data reconciliation, payroll automation, and instant encrypted PDF generation.

ReAct Agent Loop · Tool Calling · PDF Engine
CORE CAPABILITIES

AI That Solves The Problems Your Team Feels Every Day

Not generic off-the-shelf wrappers, but integrated neural systems engineered specifically around your workflows, proprietary databases, and privacy requirements.

OPERATIONS

Let AI Take Over The Busywork

Free your team to focus on needle-moving growth rather than repetitive chores.

Reading endless documents, answering the same inquiries, and updating multiple back-office systems one by one slows down your business. We build autonomous AI agents that execute multi-step operational chains end-to-end with human-in-the-loop governance.

KEY CAPABILITIES

  • Automated invoice processing, bank slips parsing, and payment reconciliation
  • Multi-warehouse inventory synchronization with zero discrepancy
  • Legal compliance checking and digital signature validation
  • Real-time anomaly detection alerts before discrepancies cause loss

“What used to take 4 full working days of administrative work now finishes in 5 minutes with 100% accuracy.”

TECHNICAL ARCHITECTURE
SYS_V7.3
Operational Model
Autonomous Agent with Deterministic State Machine
Data Extraction
Multimodal OCR, Metadata Parsing & Automated Validation
Integrations
REST API, Webhook, WhatsApp Hub & ERP Synchronization
Measurable Impact
Up to 85% reduction in manual data entry workload
ENGINEERING COMMITMENT

We Help Businesses Run Smarter With The Right Software & AI

Your Technology Partner, Not Just A Vendor.

We are a technology engineering and artificial intelligence studio from Indonesia dedicated to building real-world software. We don’t sell gimmick demos or simple API wrappers: we listen to your operational bottlenecks, audit your database structures, and engineer custom AI systems that perform reliably on the front lines.

Our senior architects have spent years building high-concurrency systems that power real enterprises. We manage the complexity of model weights, inference latency, and data privacy so you can stay focused on delighting customers and growing revenue.

3+
Dedicated AI Teams
Machine Learning & Cloud Specialists
7+
Years in Business
Engineering Enterprise Software
5+
Core Industries
FinTech, Retail, Logistics, Media & Manufacturing
10+
Production Deployments
Active in Live Enterprise Environments
OUR METHODOLOGY

A Simple, Proven Process From Idea To Launch

No black box mysteries or unpredictable scopes. Every step is structured with absolute engineering transparency.

STEP //
01

We Listen

We sit down with you and map out exactly what your business needs, where operations slow down, and what measurable success looks like for you.

PHASE_01
STEP //
02

You See It Before We Build It

Before a single line of production code is written, we build visual previews and architecture simulations so you can test user flows and steer early.

PHASE_02
STEP //
03

We Plan The Build

We choose the optimal AI foundation (OpenAI, Claude, or private open-source models like Llama), vector database, and security guardrails to fit your exact stack.

PHASE_03
STEP //
04

We Build In Short Sprints

Development proceeds in agile weekly sprints with regular demo check-ins, so you always know where things stand and can adjust priorities adaptively.

PHASE_04
STEP //
05

We Test Everything

Before anything touches production, we rigorously test edge cases, evaluate inference latency, benchmark model accuracy, and verify zero-hallucination guardrails.

PHASE_05
STEP //
06

We Launch And Stay With You

We deploy the system to your infrastructure, train your internal team, and provide ongoing telemetry monitoring, on-call support, and continuous fine-tuning.

PHASE_06
INTERACTIVE ARCHITECTURE LAB

Experience Our Enterprise AI Pipeline

Simulate how our enterprise architecture sanitizes incoming prompts, executes hybrid vector searches, and applies deterministic guardrails before streaming answers.

PHASE // 01
Input & PII Masking
Enterprise query ingested, sensitive customer data sanitized automatically with AES-256.
PHASE // 02
Hybrid Vector Search
Dense embeddings + BM25 search across 100k+ documents in < 25ms.
PHASE // 03
Anti-Hallucination Guardrails
Cross-encoder fact checking ensures answers only derive from factual verified context.
PHASE // 04
Verified Response Stream
Precision answer delivered complete with traceable document citations.
SELECT PIPELINE SCENARIO // CLICK TO SIMULATE REAL-TIME EXECUTION
kolaris-neural-engine --runtime v7.4
STREAM: ACTIVE
P99 Latency:12.4ms
•
Guardrail Score:99.4%
•
ISOLATION:Private Enclave

> INGESTING QUERY: "Summarize Q3 brake disc inventory demand projections and compare with historical profit margins."

[OK] PII Sanitization complete: 0 sensitive customer/financial leaks detected.

[QUERY] Dense Embeddings via pgvector + BM25 hybrid search across 24,180 records... (12.4ms)

[GUARDRAILS] Checking anti-hallucination score: 0.994 / 1.000 (PASSED).

VERIFIED OUTPUT // CITATION LINKED:CONFIDENCE: 99.4%

Based on 3-year historical inventory logs and national holiday schedules, brake pad demand is projected to rise 22% in early September. Recommended restocking order of 4,500 units before late August maintains profit margins at 34.2%. [Doc: Financial-Report-2025.pdf#p42]

FREQUENTLY ASKED QUESTIONS

Frequently Asked Questions

Transparent answers regarding enterprise privacy, source code ownership, and AI implementation timelines.

Is our proprietary business data secure and kept from training public models?
Completely secure. We adhere strictly to zero public model training policies. Your internal documents, customer records, and chat logs are never sent to train public foundation models. We deploy within your Private VPC (AWS/GCP/Azure) or on air-gapped On-Premise infrastructure.
Which AI models do you use in development?
We select the optimal model stack for your specific requirements: leading frontier proprietary models (Claude 3.5 Sonnet, GPT-4o) for high-reasoning tasks, or fine-tuned private open-weights models (Meta Llama 3, Mistral, DeepSeek) hosted entirely on your sovereign infrastructure without recurring third-party API costs.
Who owns the intellectual property (IP), trained weights, and source code?
100% of all Git repositories, model prompt configurations, fine-tuned weights, and intellectual property (IP) belong entirely to you. We build with zero vendor lock-in and no hidden per-seat licensing fees.
How long does it take from concept to live production deployment?
A functional Proof-of-Concept (POC) or internal document search RAG engine typically takes 2 to 4 weeks. Full enterprise workflow agents or custom ERP intelligence modules take between 6 to 12 weeks delivered in structured agile sprints.
How do you prevent the AI from hallucinating or outputting false information?
We implement multi-layered deterministic safeguards: Hybrid dense/sparse RAG, fact-verification tagging, real-time confidence threshold scoring, and human-in-the-loop review queues for high-risk transactional workflows.
Can this AI connect with our existing databases and legacy software?
Yes. We connect AI pipelines directly with PostgreSQL, MySQL, SQL Server, MongoDB, enterprise ERPs (SAP, Odoo, Accurate), internal CRMs, e-commerce webhooks, and communication hubs like WhatsApp Business Cloud and Slack.
What is the estimated investment for custom AI development?
Investment scales with project scope, data volume, and deployment environment. We offer flexible tiers from focused prototype sprints to enterprise-grade system builds with fully transparent milestone pricing.
How do we get started with an initial discovery session?
Simply schedule a free discovery session through our contact form or WhatsApp. We will conduct a 30-minute operational assessment and deliver a preliminary technical proposal and architecture blueprint without commitment.
Free Discovery & Architecture Consultation

Let Us Build What Your Business Needs

Tell us about your operational bottlenecks or the AI capability you want to launch. We will provide an honest technical feasibility assessment, architecture blueprint, and transparent estimate with zero pressure.