Agentic Transformation

Transform Your Company with Agentic AI

di-factory | Data Intelligence Factory

Dev · Ops · Service Desk — Cells that work alongside your team. Human judgment. Agent execution. Real results.

The Problem

Department	The Drain
Engineering	Backlog grows. Reviews bottleneck. Docs never happen.
Operations	Manual data entry. Document backlogs. Month-end chaos.
IT Support	Password resets. Mis-routed tickets. After-hours coverage gaps.

Your team is skilled. They shouldn't spend 40–60% of their time on routine work.

The solution isn't more headcount. It's agentic automation.

What Is an Agentic Cell?

One focused domain. One integration. One measurable output.

Principle	What It Means
Scoped	One business domain per cell
Integrated	Connects to your existing tools
Supervised	Agents execute, humans approve
Scalable	Same price at 100 or 10,000 transactions
Owned	Full IP transfer, runs in your environment

Cells don't replace your team. They remove the work your team shouldn't be doing.

Cell Architecture

         INPUT                AGENT               OUTPUT
  ┌─────────────────┐   ┌─────────────┐   ┌─────────────────┐
  │ Trigger / Data  │──▶│  AI Agent   │──▶│  Action / Doc   │
  │ (email, ticket, │   │  (reasons,  │   │  (reply, report,│
  │  form, schedule)│   │   decides)  │   │   code, record) │
  └─────────────────┘   └──────┬──────┘   └─────────────────┘
                               │
              ┌────────────────┼────────────────┐
              ▼                ▼                ▼
       Human Approval    Monitoring &       Audit Log
       (approve/reject)   Alerts (SNS)    (full history)

Every cell has the same three guardrails: human oversight, real-time monitoring, and a tamper-proof audit log. Agents execute — humans stay in control.

Three Cell Types

Cell	Domain	What It Handles
🔧 Dev Cell	Engineering	Backlog, code review, docs, tests, legacy, POCs
⚙️ Ops Cell	Business Processes	Invoices, onboarding, compliance, reporting
🎧 Service Desk Cell	IT Support	Tier 1 tickets, password resets, KB lookup, routing

Each cell is a standalone engagement. One sprint. One domain. One team.

You can run one, two, or all three — independently or in parallel.

Dev Cell — Engineering Backlog

AI agents that attack your product backlog.

Use Case	Before → After
Code Review	PRs wait 2-3 days → Instant feedback
Documentation	15% coverage → 80%+ auto-generated
Test Generation	20% coverage → 60%+ with agents
Legacy Maintenance	Risky, slow → Analyzed, documented
Tech Debt	Ignored → Systematically reduced
POC Development	4–6 weeks → 7–10 days

$8,000/sprint · 4 weeks · Unlimited backlog items

Sprint 0 available: Discovery + first agent for $2K (or FREE with 6-month contract)

Ops Cell — Business Process Management

AI agents that handle your transactions.

Use Case	Before → After
Invoice Processing	5 days → Same day
Employee Onboarding	5 days, 15 steps → 1 day, mostly automated
Document Extraction	Manual, error-prone → 80%+ auto-extracted
Compliance Reporting	Manual, stressful → Auto-generated
Data Entry	Hours of work → Agent-handled

$8,000/sprint · 4 weeks · Unlimited transactions

Same price at 100 transactions or 10,000.

Service Desk Cell — IT Support

AI agents that resolve Tier 1 tickets 24/7.

Use Case	Before → After
Password Reset	15 min human → 2 min automated
Ticket Routing	25% mis-routed → <5%
How-To Questions	Human KB copy/paste → Instant lookup
After-Hours	None or expensive on-call → 24/7 coverage
SLA Monitoring	Reactive → Proactive alerts

$8,000/sprint · 4 weeks · Unlimited tickets

Password resets alone = 30–50% of Tier 1 eliminated.

How We Deploy — Sprint Model

Sprint 0 — Discovery + First Agent

Week	What Happens
Week 1–2	Map your processes, analyze volume, score automation candidates
Week 3	Build the highest-ROI agent
Week 4	Live pilot with real work — then you decide: continue or stop?

Price: $2,000 (or FREE with 6-month contract)

Sprint 1+ — Cell Operation

Each 4-week sprint: cell runs in production · new agents added · quarterly improvement proposals

Price: $8,000/sprint

What You Own

Every engagement includes full transfer:

Deliverable	Yours
Production agents	✅
Source code + configs	✅
Runbooks + documentation	✅
Training for your team	✅
Compliance audit trails	✅

Runs in your environment. Your tools, your data, your infrastructure.

Integrates with: Jira · ServiceNow · Confluence · Slack · Teams · SAP · Salesforce · and more.

Compliance Built In

Regulation	Coverage
LFPDPPP (Mexico)	Data residency, consent management
CNBV / CNSF	Audit trails, data encryption
GDPR	Privacy-by-design agent workflows
SOX	Access controls, documentation
HIPAA	PHI handling protocols

Compliance is not an afterthought. It's built into agent design from Day 1.

Pricing at a Glance

Phase	Price	Notes
Sprint 0	$2,000	Discovery + first agent (4 weeks)
Sprint 0	FREE	With 6-month contract commitment
Sprint 1+	$8,000/sprint	Full cell operation (4 weeks)
Maintain-only	$4,000/month	Agents run, we monitor and fix

Flat fee. Not per-task, not per-transaction, not per-ticket.

Each cell is priced independently. Run one cell or all three.

Ready to Transform Your Operations?

Sprint 0 gets you your first production agent in 4 weeks.

Pick your cell: - 🔧 Dev — attack the backlog - ⚙️ Ops — handle the transactions - 🎧 Service Desk — resolve the tickets

📅 Book a Call → di-factory.biz/contact