AI Agents as a Service: Tailored Automation for Your Business

We don't build chatbots. We build entire autonomous AI workforces.

The Service

Discovery & Architecture

We audit and identify what to automate to design the system tailored to your business.

Agent Development

Custom agents with your domain knowledge, integrated with your tools via MCP, APIs, and RAG.

Deployment

Self-hosted or hybrid. On your infrastructure or ours with full monitoring from day one.

Management & Upgrades

Ongoing support, model migration, new roles, performance tuning. Or, run it yourself.

You Get Results

Measurable impact:

—80% less manual work
—24/7 autonomous coverage
—Zero knowledge loss
—Predictable scaling costs

Discovery & Architecture

We audit and identify what to automate to design the system tailored to your business.

Agent Development

Custom agents with your domain knowledge, integrated with your tools via MCP, APIs, and RAG.

Deployment

Self-hosted or hybrid. On your infrastructure or ours with full monitoring from day one.

Management & Upgrades

Ongoing support, model migration, new roles, performance tuning. Or, run it yourself.

You Get Results

Measurable impact:

—80% less manual work
—24/7 autonomous coverage
—Zero knowledge loss
—Predictable scaling costs

Quote

How We Compare

	Our Agent Factory Self-hosted platform + services	DIY Frameworks CrewAI, LangGraph, AutoGen, OpenAI SDK	Cloud Assistants Claude Cowork, ChatGPT, Gemini	Coding Agents Claude Code, Codex, Cursor	Agent Platforms OpenClaw, Relevance AI	No-Code Tools n8n, Dify, Make, Zapier
Data Control	Full ownership	Your responsibility	Their cloud	Code local, prompts remote	Provider hosts	Mixed
Time to Production	Days to weeks	Months	Instant for chat	Hours for code tasks	Days to weeks	Hours for basics
Total Cost	Predictable	Team cost high	$20–200/user/mo	Per-seat or per-token	Per-agent pricing	Compounds
Customization	Unlimited	Unlimited (DIY)	Minimal	Deep for code only	Medium	Shallow
Maintenance	We handle it	All on you	Nothing to maintain	You manage context	Agent logic is yours	Complex = pain
Integration	Direct access	Code it all	Chat plugins only	IDE and codebase	Plugin marketplace	SaaS connectors
Scalability	No vendor caps	If engineered	Scales users, not agents	One dev = one agent	Easy but costly	Limited
Behavior Predictability	Deterministic	Depends on engineering	Unpredictable	Predictable for code	No guarantees	Rule-based parts only

Data Control

Our Agent FactoryFull ownership

DIY FrameworksYour responsibility

Cloud AssistantsTheir cloud

Coding AgentsCode local, prompts remote

Agent PlatformsProvider hosts

No-Code ToolsMixed

Time to Production

Our Agent FactoryDays to weeks

DIY FrameworksMonths

Cloud AssistantsInstant for chat

Coding AgentsHours for code tasks

Agent PlatformsDays to weeks

No-Code ToolsHours for basics

Total Cost

Our Agent FactoryPredictable

DIY FrameworksTeam cost high

Cloud Assistants$20–200/user/mo

Coding AgentsPer-seat or per-token

Agent PlatformsPer-agent pricing

No-Code ToolsCompounds

Customization

Our Agent FactoryUnlimited

DIY FrameworksUnlimited (DIY)

Cloud AssistantsMinimal

Coding AgentsDeep for code only

Agent PlatformsMedium

No-Code ToolsShallow

Maintenance

Our Agent FactoryWe handle it

DIY FrameworksAll on you

Cloud AssistantsNothing to maintain

Coding AgentsYou manage context

Agent PlatformsAgent logic is yours

No-Code ToolsComplex = pain

Integration

Our Agent FactoryDirect access

DIY FrameworksCode it all

Cloud AssistantsChat plugins only

Coding AgentsIDE and codebase

Agent PlatformsPlugin marketplace

No-Code ToolsSaaS connectors

Scalability

Our Agent FactoryNo vendor caps

DIY FrameworksIf engineered

Cloud AssistantsScales users, not agents

Coding AgentsOne dev = one agent

Agent PlatformsEasy but costly

No-Code ToolsLimited

Behavior Predictability

Our Agent FactoryDeterministic

DIY FrameworksDepends on engineering

Cloud AssistantsUnpredictable

Coding AgentsPredictable for code

Agent PlatformsNo guarantees

No-Code ToolsRule-based parts only

Building agents from scratch takes months. Cloud platforms own your data. Managed agent runtimes can't guarantee how your agents behave. No-code tools break on complexity.

We handle the hard parts so you ship working agents in weeks.

What Can Be Automated

Development

Code review, PR automation, bug fixes, refactoring, test generation, dependency updates, documentation

PR review: 2 hours → 15 min

SMM & Growth

Content plans, Telegram outreach, community engagement, cross-platform adaptation, analytics

10x content output, same team

SEO & Content

Keyword research, ranking analysis, RAG-powered generation, competitor monitoring, meta optimization

Content plans from real data

DevOps

Infrastructure monitoring, CI/CD, deployment, scaling, log analysis, anomaly alerts, auto-rollback

24/7 monitoring, no on-call

Customer Support

L1 tickets, FAQ, request routing, knowledge base, multilingual replies, L2 handoff summaries

80% tickets closed by agents

Research & Analytics

Data collection, market monitoring, competitor analysis, trend detection, executive summaries

Daily reports in minutes

Operations

Documentation, onboarding materials, process automation, meeting notes, compliance checks

Zero knowledge loss

Sales & Outreach

Lead scoring, personalized sequences, CRM enrichment, follow-up scheduling, pipeline forecasting

3x qualified leads per rep

Finance & Reporting

Invoice processing, expense categorization, budget alerts, cash flow forecasting, regulatory reports

Month-end close in hours

Before vs After

Without Agents

Team buried in repetitive ops
Hours lost to manual research & reporting
Disconnected tools held together with duct tape
Growth means hiring, onboarding, waiting
AI hallucinates - no one trusts the output
Tribal knowledge walks out the door with every quit

With Our Agent Factory

Agents run workflows 24/7
Structured insights delivered in minutes
Unified autonomous workforce across your stack
Growth means deploying an agent today
RAG-grounded agents use only your verified data
Persistent memory - zero knowledge loss, ever

Our AI Workforce

Our first client was ourselves.

Our AI Workforce is running in production: √√ççValidatorInfo.com is powered by self-hosted AI agents handling growth, development, outreach, monitoring, and more.

This is the architecture of our own, running and working, Agent Factory. We develop agents for any tasks that can be automated and architectures to meet any demands

Agent Factory

Orchestrator

Proactive

SEO RALPH

Content strategy from RAG data
Keyword research
Ranking analysis

Proactive

Dev RALPH

Code analysis
PR review
Architecture decisions

Proactive

DevOps RALPH

Infrastructure monitoring
Performance analysis
Incident detection

delegates to

Reactive

SMM + TG Growth

Community engagement
Telegram outreach
RAG-grounded content

delegates to

Reactive

Dev Agent

Bug fixing
Implementation
Testing

delegates to

Reactive

DevOps Agent

CI/CD pipelines
Deployment automation
Scaling

Shared Infrastructure

RAG

Agents grounded in verified data, zero hallucinations

Skills

Reusable prompts & workflows

MCP Tools

Connectors to databases, APIs, external systems

Memory

Persistent context, logging, audit trail

Agent Factory

Orchestrator

Proactive

SEO RALPH

Content strategy from RAG data
Keyword research
Ranking analysis

delegates to

Reactive

SMM + TG Growth

Community engagement
Telegram outreach
RAG-grounded content

Proactive

Dev RALPH

Code analysis
PR review
Architecture decisions

delegates to

Reactive

Dev Agent

Bug fixing
Implementation
Testing

Proactive

DevOps RALPH

Infrastructure monitoring
Performance analysis
Incident detection

delegates to

Reactive

DevOps Agent

CI/CD pipelines
Deployment automation
Scaling

Shared Infrastructure

RAG

Agents grounded in verified data, zero hallucinations

Skills

Reusable prompts & workflows

MCP Tools

Connectors to databases, APIs, external systems

Memory

Persistent context, logging, audit trail

How Pricing Works

Pricing depends on four factors:

Agent Configuration

Number and type of agents set the base scope.

—Each domain gets a RALPH (proactive) + Reactive agent pair
—Agent Factory orchestrator coordinates multi-domain setups
—More domains = broader automation coverage

Infrastructure

Where and how your agents run.

—Self-hosted on your servers or managed by us
—RAG pipeline, vector database, persistent memory
—LLM API costs depend on provider and usage

Integration Complexity

How deeply agents connect to your existing systems.

—MCP connectors to databases, APIs, and internal tools
—Custom tool development for domain-specific workflows
—Number of external systems and data sources

Ongoing Management

Optional — you can run everything yourself.

—Model migrations and performance tuning
—Monitoring, incident response, agent updates
—New agent roles and capability expansion

Typical Deployment Scales

Single Department

1 agent pair, 1 domain — e.g. Development or SEO

Multi-Domain Team

3 agent pairs + orchestrator — e.g. Dev + SMM + DevOps

Full AI Workforce

6+ agent pairs, full domain coverage with shared infrastructure

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