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LIVE SYSTEM ARCHITECTURE

Interactive Software & AI Showcase

Explore our core software modules, autonomous agent runtime pipelines, developer SDK integration patterns, and enterprise architectural benchmarks.

Complete visibility into your build with weekly live staging updates.

No black-box development or radio silence. Every week, your dedicated Product Partner provides a working staging link and a 5-minute video walkthrough so you can test features as they are built.

Dedicated Product Strategist lead acting as your single point of contact
Weekly live staging URL updates to preview features in real-time
Clear milestone approvals before moving to the next sprint phase
Fixed-scope quotes — zero billing surprises or hidden fees
Production Execution Console
RELEASE
Canary Traffic Allocation72%
Stable v2.4 (28%)Canary v3.0 (72%)
Cryptographic HMAC Gate
Enforce signoff on tools > $500
Transparent sprint progress & staging URL accessWeekly Live Demos
ENGINEERING BLUEPRINTS

Architectural teardowns & pipelines.

Interactive deep-dives into our production-hardened topologies for multi-agent loops, edge routing proxies, and enterprise RAG.

Autonomous Agent Orchestration & Cryptographic Approval Gate

How Swedana builds autonomous agent swarms that safely interact with real-world databases and messaging channels without risking unauthorized actions or catastrophic hallucinations.

01 / Input Layer

Multi-Modal Ingestion

Unstructured chat, voice audio, or webhook payloads received at edge endpoint.

02 / Validation

Noise Filter & Normalization

Strips formatting artifacts, validates schema integrity, and computes task intent.

03 / Security Hardening

Cryptographic HMAC Gate

Financial or state-mutating actions require two-tier signed confirmation tokens.

04 / Persistence

Ledger Commitment

Commits audited record into multi-tenant PostgreSQL database with RLS policies.

Stateless verification with HMAC-SHA256 signatures ensures zero unauthorized action execution.
ENTERPRISE AUDIT READY
INTEGRATION SPECIFICATIONS

Developer-first runtime APIs & SDKs.

Every custom system we build ships with clean TypeScript, Python, and Go SDKs, cryptographic approval harnesses, and zero-dependency edge proxies that integrate into your codebase seamlessly.

1

Type-Safe Contract Generation

End-to-end schemas generated directly from PostgreSQL and LangGraph state machines.

2

Sub-Millisecond Edge Routing

Cloudflare Workers runtime with automated fallback circuits across all frontier LLM providers.

import { SwedanaClient, createAgentPipeline } from "@swedana/sdk";

// Initialize Swedana client with edge telemetry & cost controls
const client = new SwedanaClient({
  apiKey: process.env.SWEDANA_API_KEY,
  environment: "production",
  cacheMode: "semantic-aggressive"
});

// Configure cryptographically gated autonomous workflow
export async function executeEnterpriseAction(payload: ActionRequest) {
  const pipeline = await client.createPipeline({
    model: "claude-3-7-sonnet-20250219",
    securityGate: "hmac-sha256",
    fallbackModels: ["gpt-4.5-preview", "deepseek-r1"]
  });

  const response = await pipeline.invoke({
    intent: payload.action,
    context: payload.enterpriseVectorContext,
    budgetMaxUSD: 0.12
  });

  return response.executeVerified();
}
FULL-LOOP STANDALONE SERVICE CAPABILITIES

Software. Marketing. Human Resources.

Swedana provides integrated software development, social media marketing, and HR management under one roof to scale your operations.

01
CAPABILITY

Single-Page Marketing Sites & High-Speed Web Wins

We build clean, sub-second pre-rendered web platforms designed to convert visitors into customers fast. Zero clutter, perfect performance, and automated SEO.

Sub-500ms Global First Contentful Paint
Automated JSON-LD Schema (Organization, Product, TechArticle)
Conversion-Driven Mobile & Desktop Layouts
Search Console Telemetry & Indexation Integration
Ideal For: Businesses needing a clean, fast, high-converting web presence built and shipped in 1 to 2 weeks.
02
CAPABILITY

Custom B2B Web Applications & Production SaaS

From early MVP to high-throughput production platform. We architect full-stack web platforms with multi-tenant databases, role access, and payment infrastructure.

Multi-Tenant PostgreSQL Architecture with RLS
Real-Time Telemetry & Data Dashboards
Automated Business Logic & Computation Engines
Stripe / Razorpay Payment Infrastructure
Ideal For: Founders and businesses requiring a bulletproof, scalable MVP or full production SaaS platform shipped in weeks.
03
CAPABILITY

Internal Operations & Workflow Automation

We eliminate manual work and spreadsheet chaos by building custom internal software, Telegram/Slack operation bots, and automated API integration pipelines.

Telegram & Slack Native Operational Bots
Automated Multi-System Webhook Pipelines
Custom Internal Admin Consoles & Tools
Role-Based Data Approvals & Audit Trails
Ideal For: Companies seeking to automate repetitive backoffice tasks, field team dispatch, or multi-system data flows.
04
CAPABILITY

Autonomous AI Agent Workflows & Security Gates

We engineer autonomous agents that execute multi-tier business workflows with cryptographic security, continuous noise filtering, and human approval gates.

Multi-Step Autonomous Agent Pipelines
HMAC-SHA256 Signed Execution Gates
Noisy-Data Filtering & Self-Correction Loops
Human-in-the-Loop Signoff Interfaces
Ideal For: Businesses wanting deeper AI integration to handle autonomous multi-step customer or procurement tasks safely.
05
CAPABILITY

LLM Cost Optimization, Shadow Evals & Vector RAG

We build high-throughput AI proxy layers, shadow evaluation engines, and vector knowledge stores that slash inference bills and ground AI answers on company data.

Dynamic Multi-Provider Edge Routing (OpenAI, Anthropic, Groq)
Async Shadow Evaluation & Factual Drift Scoring
Hierarchical PGVector Knowledge Bases ('Company Brain')
Per-Tenant Token Accounting & Budget Caps
Ideal For: Tech platforms and enterprises scaling AI features needing token cost controls, model benchmarks, and proprietary vector stores.
06
CAPABILITY

Social Media & Creative Growth Engine

Build a brand that commands attention. We manage your entire social media engine, creative ad campaigns, short-form video content, and brand design systems.

Omnichannel Social Media Strategy & Execution
Creative Ad Campaigns & Visual Asset Design
Short-Form Video & Editorial Content Pipeline
Performance Growth Telemetry & Conversion Optimization
Ideal For: Brands and businesses looking to dominate social channels, acquire customers, and build a cohesive visual brand.
07
CAPABILITY

Human Resource & Talent Operations

Build and scale your team without friction. We provide custom HR management systems, talent recruitment pipelines, payroll ops, and fractional HR leadership.

Custom HR Management Software & Portal
Talent Acquisition & Technical Recruitment Pipelines
Automated Payroll & Onboarding Workflows
Fractional HR & People Operations Leadership
Ideal For: Growing companies needing structured hiring pipelines, automated HR management, and seamless employee onboarding.