AI PRODUCTS / CYBERSECURITY / CUSTOM ENGINEERING

Operational AI.
Built to work.

Keldran develops AI systems for business operations, defensive security and authorized red team work—plus custom AI for problems that do not fit off-the-shelf software.

Three named products. One custom engineering practice. Designed for real workflows, controlled environments and measurable outcomes.

INDI / BUSINESS HUGH / BLUE TEAM GEORGE / RED TEAM CUSTOM AI

Four ways to put AI
to work.

Each line is built around a concrete operating problem: run the business, defend systems, test them under authorization, or build something specific.

01INDI / BUSINESS OPERATIONSERP + AI

Run the business.
With AI inside.

The AI integrated into Indelaf Tech’s ERP for SMBs. INDI automates repetitive tasks, generates real-time reports, connects APIs and services, and alerts teams when something needs attention.

  • Operational workflow automation↗
  • Real-time reports, analysis & dashboards↗
  • WhatsApp, Maps & third-party API integrations↗
  • Intelligent alerts for business-critical events↗
02HUGH / BLUE TEAM AIDEFENSE

Continuous defense.
Autonomous response.

An autonomous Blue Team cybersecurity agent designed to monitor, investigate, contain, remediate, recover and report continuously across the enterprise security stack.

  • Continuous monitoring, triage & threat hunting↗
  • Containment, remediation & recovery↗
  • SIEM/SOAR, firewall, WAF, EDR & identity↗
  • Verified evidence, risk & reporting↗
03GEORGE / RED TEAM AIOFFENSE

Select the asset.
Press PLAY.

An autonomous Red Team cybersecurity agent for authorized assessments. GEORGE plans, executes scoped capabilities, analyzes evidence, derives findings, retests and produces reports from one controlled workflow.

  • Authorized asset, scope & readiness controls↗
  • Autonomous planning & bounded execution↗
  • Apps, APIs, networks, code & cloud artifacts↗
  • Evidence, findings, retest & reporting↗
04CUSTOM AI / ENGINEERINGBUILD

When the problem
doesn't fit a box.

Purpose-built AI agents and connected workflows designed around your data, systems, controls and measurable business outcomes.

  • Custom AI agents & assistants↗
  • RAG & enterprise knowledge systems↗
  • Workflow automation & integrations↗
  • Multi-agent systems & evaluation↗

Less theater.
More engineering.

We start with a real business or security problem, choose the simplest architecture that solves it, and measure whether it works.

01 / DISCOVER

Understand the terrain.

Goals, constraints, architecture, risk and the decisions that matter.

02 / DESIGN

Design for reality.

Clear scope, practical controls and systems that fit your operation.

03 / EXECUTE

Build and validate.

Ship iteratively, test rigorously and keep humans in the loop.

04 / IMPROVE

Improve with evidence.

Translate findings into fixes, measurable outcomes and next steps.

THE KELDRAN STANDARD

Built to be
accountable.

Different disciplines. A shared obsession with clarity, security and systems that earn their place in production.

⌘

Engineering first

Architecture, observability and reliability before unnecessary complexity.

◇

Security by design

Risk is considered early, not bolted on after deployment.

◎

Measured outcomes

Define success, validate assumptions and report what the evidence shows.

↗

Built to evolve

Maintainable systems, clear ownership and a path beyond launch.

QUESTIONS / ANSWERS

Know what fits.
Build what doesn't.

Start with the operating problem. We can help determine whether a Keldran product, a custom build or a focused security engagement is the right path.

How do INDI, HUGH and GEORGE differ? +

INDI is the AI integrated into Indelaf Tech’s ERP for business operations. HUGH is an autonomous Blue Team agent designed to operate continuous defense. GEORGE is an autonomous Red Team agent for authorized, scoped security assessments. Each product has a different operating boundary.

Are these fixed products or can they adapt to our environment? +

They have a defined product focus, but integration, workflow and deployment choices can be adapted to the systems and controls of each organization.

What if none of the products matches our use case? +

That is what Custom AI is for. Keldran can design agents, RAG systems, automations and integrations around a specific business process instead of forcing a product into the wrong problem.

Can GEORGE be used against any target? +

No. Offensive-security work requires explicit written authorization, agreed scope and rules of engagement before any testing begins.

03 / NEXT MOVE

Let's build
what's next.

Tell us what you're building, automating or securing. We'll start with the problem, then work backward to the right solution.

START WITH A CONVERSATION, NOT A SALES DECK.
NEW INQUIRY / KAS-C01

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