CyberAkanksha Logo
CyberAkanksha
Services →Service 04

Custom AI Solutions

“Intelligent Systems Designed Around Your Business.”

We design and deploy custom artificial intelligence architectures that solve real operational bottlenecks. From secure internal RAG systems to intelligent data parsing and automated decision support, we build AI that works reliably.

Real-World Impact

Business Challenges We Eliminate.

How our defense-grade engineering approach resolves common industry pitfalls.

The Challenge

High hallucination rates and unpredictable outputs preventing AI from being used in production.

Our Engineering Fix

Implemented with deterministic verification, strict system prompts, and citation-backed vector retrieval.

The Challenge

Confidential company data being leaked to public model training datasets.

Our Engineering Fix

Architected using private VPC models or enterprise zero-data-retention API agreements.

The Challenge

Runaway token and GPU computing costs as user query volumes grow.

Our Engineering Fix

Engineered with semantic caching, hybrid lexical/vector search, and intelligent model routing.

What We Build

Core Capabilities

Custom Retrieval-Augmented Generation (RAG) Pipelines
Private Enterprise Knowledge Assistants
Automated Document Extraction & Parsing
Workflow & Business Process Automation
LLM Integration & Prompt Engineering Architecture
Semantic Search & Vector Database Infrastructure
Fine-Tuning & Domain-Specific Adaptation
Guardrail Implementation & Hallucination Suppression
AI Privacy & Zero-Data-Retention Compliance
Cost & Token Consumption Optimization
Client Handover

Tangible Deliverables

Production-ready AI microservice with REST/gRPC endpoints
Vector database setup with ingestion and indexing pipelines
Evaluation benchmark suite measuring accuracy and latency
Safety guardrail and automated moderation filter policies
Implementation Lifecycle

How We Deliver AI & Automation.

A structured, predictable, five-phase development workflow ensuring security and precision.

01. Feasibility & Data Audit

Assessing document quality, embeddings feasibility, ground truth data, and cost modeling.

02. Pipeline & Vector Modeling

Designing chunking strategies, embeddings, reranking models, and context windows.

03. Guardrails & Integration

Connecting upstream business logic with strict system boundaries and PII filters.

04. Benchmarking & Tuning

Running automated test suites against synthetic and real-world queries to maximize precision.

05. Scaled Deployment

Deploying containerized microservices with streaming responses and token analytics.

Curated Technology Stack

We intentionally select performant, modern, and type-safe tools that maximize security posture and ensure ease of maintenance.

PythonFastAPIOpenAI / Claude APIsLangChain / LlamaIndexPinecone / Qdrant / pgvectorHugging FaceDocker
Frequently Asked Questions

Questions About AI & Automation.

Transparent answers regarding process, security boundaries, and project scoping.

We only configure enterprise APIs with explicit zero-data-retention commitments or deploy self-hosted open-weights models inside your private cloud. Your data is never used to train external models.

Initiate Engagement

Ready to Build or Audit Your AI & Automation?

Let's evaluate your technical requirements, agree on milestones, and execute with defense-grade precision.