Enterprise Agentic AI

Your enterprise
AI workforce.

Your team spends its days following up, chasing invoices, answering the same questions and moving data between systems — work that never ends and never scales.

AgentINS turns those goals into governed execution. Tell it what you want done — “follow up with quiet leads”, “chase overdue invoices”, “answer tier-1 tickets” — and it builds the AI workers, connects your apps, does the reversible work on its own inside your policy, asks a person for anything high-impact, and proves the hours and money it saved.

From process to autonomous execution · Runs on the same Insai engine behind RagINS, VoiceINS & ConstructINS · Cloud, private or on-prem

AgentINS · Multi-agent orchestrationIllustrative

Tasks automated

128

Success rate

98%

Awaiting

3

Multi-agent orchestration

3 agents ran in parallel · Legal held for human approval

Enterprise AI by Epsilon since 2015 · Egypt · Saudi Arabia · USA

ISO/IEC 27001ISO 9001:2015ISO 21001:2018ITIDA-licensed

How the workforce runs

ConnectUnderstandOrchestrateExecuteMeasureImprove

Where the hours go

The work quietly draining your business — and the agent that ends it.

Every one of these is repetitive, rule-based and endless. Each maps to an AI worker you can switch on.

Leads go cold before anyone follows up

Researches, scores and follows up every lead on a schedule.

Sales Follow-Up Agent

Invoices sit overdue and cash slips

Reviews accounts, drafts reminders and escalates — with approval.

Collection Agent

The same customer questions, answered by hand

Resolves from your knowledge base and routes the rest.

Support Triage Agent

Reports rebuilt manually every week

Pulls the numbers and prepares the report on time, every time.

Reporting Agent

Staff copying data between systems all day

Moves and reconciles data across your apps automatically.

Operations Agent

Approvals stuck in inboxes

Prepares the decision with evidence and routes it for one click.

Workflow Agent

CV screening buries the hiring manager

Screens and shortlists against the scorecard, cites why.

Recruitment Agent

Supplier quotes compared in spreadsheets

Sources, issues RFQs and recommends — you approve the PO.

Procurement Agent

Not a chatbot

An AI workforce operating system — it doesn’t just answer, it gets the work done.

Say “handle our overdue invoices.” AgentINS reads the accounting data, checks each customer, prioritises the accounts, drafts the right message, sends the ones it’s allowed to, schedules the follow-ups, escalates the serious cases, updates the ERP and reports what it did. You describe the outcome; it works out how to reach it, safely.

It’s the layer between your people, your data, your applications and AI — turning fragmented systems into one place where work is understood, planned, executed inside policy, verified and measured. Manual work becomes AI-assisted work, then AI-executed work, then governed autonomous operations — at your pace.

One run, end to end

One instruction. One traceable run.

How “handle our overdue invoices” becomes governed execution — from the trigger to the audit record, with the high-value account held for a human. Illustrative sample data.

Collection Agent · Overdue invoicesIllustrative
  1. Trigger

    “Handle our overdue invoices.”

    • Typed by the finance lead — or scheduled every morning.
  2. Inputs

    Reads the systems you already own — no re-keying.

    • ERP receivables ledger
    • Ageing report
    • Per-customer payment history
  3. Agent actions

    Reviews 41 overdue accounts, prioritises by exposure and days late, and drafts a tailored reminder for each.

  4. Approval · human

    Awaiting approval

    38 reminders within policy were sent automatically. 1 account — EGP 1.4M, 90+ days overdue — is held for a named approver before escalation.

  5. Outcome

    The work is done — inside policy.

    • 38 reminders sent
    • 2 follow-ups scheduled
    • ERP updated
    • 1 escalation queued
  6. Audit record

    09:14 · Collection Agent · run #AR-2048 · 41 reviewed, 38 sent, 1 held for approval · ERP synced · every step reversible and logged.

Illustrative sample data for the collections demo — not a real client or actual figures. Every account runs its own policy and approvals.

How it works

Connect, understand, orchestrate, execute, measure, improve.

One observable chain from a business goal to an accountable result — with a person in the loop wherever it matters.

01

Connect

Securely connect the systems you already run — email, CRM, ERP, support, files — through governed connectors.

02

Understand

Describe a business goal in plain language. AgentINS identifies the process and the work it takes to finish it.

03

Orchestrate

It plans the steps, picks the right agents and tools, retrieves your knowledge and coordinates the work.

04

Execute

Reversible steps run on their own inside policy; anything high-impact waits for a named person to approve.

05

Measure

Every run is traced, costed and verified — hours saved, cost reduced and value created, in business terms.

06

Improve

Results feed back: better instructions, better routing, new opportunities — under your governance.

The AI workforce

A specialist for every corner of the business.

Prebuilt, production-grade agents per department — or design your own in plain language.

Sales

Lead research · Qualification · Outreach · Follow-up · Proposal · CRM · Pipeline

Finance

Receivables · Payables · Collections · Expenses · Reconciliation · Cash forecast · Reporting

Customer Service

Triage · Response · Knowledge · Escalation · Customer success

HR

Recruitment · CV screening · Onboarding · HR support · Leave · Learning

Procurement

Sourcing · RFQ · Supplier evaluation · Purchase orders · Follow-up

Operations

Monitoring · Workflow · Scheduling · Reporting · Exception handling

Marketing

Content · Campaign · Market research · Social · SEO · Analytics · Brand guardian

Legal

Contract review · Clause analysis · Compliance · Policy · Legal research

IT

Helpdesk · Access requests · Incidents · Assets · System monitoring

Modular by design

Turn on only the agents you need.

No all-or-nothing rollout. Start with a single agent — say, invoice collection — prove the value, then switch on the next. Subscribe department by department, agent by agent, and pay for the workforce you actually use. Every agent shares the same governance, permissions and audit.

Sales Follow-Up Collection Support Triage Email & Calendar Reporting Recruitment Procurement + your own

Start small · scale when ready

  • StartupOne or two agents to remove the biggest daily drain.
  • SMB packSales, collections, support, email & reporting — set up in a day.
  • DepartmentA full team of agents with a supervisor and approval policy.
  • EnterpriseMulti-org, SSO, private models, budgets, environments and governance.

Human control, always

Powerful execution, without losing control.

Autonomy is a dial you set — per agent and per action. Move from observing to acting only as fast as you trust it.

0

Observe

The agent only analyses and reports.

1

Recommend

It proposes the action for you to take.

2

Prepare

It readies the action for one-click approval.

3

Execute

It runs approved low- and medium-risk work.

4

Autonomous within policy

It plans and executes inside explicit governance limits.

Human-in-the-loop

Auto, notify, approve, dual-approve or forbid — set per agent and per action by risk.

Permissions before the model

An agent can only touch what it is granted. Permission is checked before any data reaches the model.

Full audit trail

Every action, tool, approval and result is recorded — a business-readable trace, not raw model output.

Prompt-injection defence

Documents, emails and tool results are treated as data, never as instructions that change permissions.

Everyone gets the right view

One workforce, a view for every role.

The same governed activity, framed for the person looking at it — from the queue that needs approval to the audit trail that proves what happened.

Operations lead

The work agents cleared, what’s queued, and what needs approval.

Team manager

Hours returned and the tasks now running on their own.

IT / automation

Which tools each agent uses and the limits it runs inside.

Compliance

A full, reversible audit trail of every action taken.

Built to prove its value

You’ll see exactly what it’s worth.

Illustrative targets for this class of deployment — not a client result; every account measures its own.

80–90%

Of repetitive tasks automated

2,400+ h

Employee hours returned / month

−40–60%

Cycle & response time

EGP 1.8M

Cost saved & cash accelerated / mo

The execution layer of the Insai ecosystem

RagINS knows. VoiceINS speaks. AgentINS acts.

AgentINS is the action layer for every Insai product — when a vertical detects something, AgentINS does something about it.

RagINSKnowledge
VoiceINSVoice
ConstructINSConstruction
ManufactINSManufacturing
RiskINSFinancial risk
SUPPLY CHA.INSSupply chain

Works with your systems

Agents act through governed connectors — not a re-key.

Each integration carries an honest maturity label, so you always know what is proven today and what we build during your pilot.

Webhooks & REST APIsDemonstrated
Email, calendar & docsPilot connector
ERP / CRM — SAP, Odoo, SalesforcePilot connector
RagINS & VoiceINS as toolsPilot connector
Custom internal toolsRoadmap

Demonstrated means it works in the demo on sample data; a pilot connector is one we build and connect to the real feed during your pilot; roadmap is planned. We never present a seeded integration as a live connection.

Signed client recognition

Organizations that put their recognition in writing.

Signed recognition letters from clients across Epsilon's delivery. They reflect the team's track record — not every organization is a deployment of this product.

  • Rowad Modern Engineering

    Construction

    Signed letter

  • Mogassam

    Contact centre

    Signed letter

  • Zylo3D

    Manufacturing

    Signed letter

  • NUT Botanicals

    Retail & recommendations

    Signed letter

  • AIT

    Real-time data

    Signed letter

Why Epsilon

Built by a team that has shipped production AI since 2015.

InsAI platforms run on the applied-AI engine Epsilon AI Global has built and delivered for a decade — across three markets, for enterprise and government teams.

Since 2015

a decade of applied AI

100+

enterprise & government clients

10,000+

professionals trained

3 markets

USA · Egypt · Saudi Arabia

ISO/IEC 27001ISO 9001:2015ISO 21001:2018ITIDA-licensed
See client projects

These figures describe Epsilon's company-wide experience — not this product's own customer counts.

Security & trust

Built to be trusted with your business.

Delivered by Epsilon AI Global, which holds ISO 27001 and ISO 9001 management-system certifications accredited through IAF / EGAC, alongside an ITIDA IT-activities licence. Tenant isolation, SSO/SAML/OIDC, RBAC/ABAC, a secret vault, data-residency options and private or on-prem models are configured per deployment.

ISO 27001

Information security

ISO 9001

Quality management

IAF / EGAC

Accreditation bodies

See it in action

See AgentINS in action.

A look inside the workspace — from the command center that measures the workforce to the builder where you orchestrate it.

Module 1

AI workforce

See every deployed agent by department with its health and success rate — a digital team you staff, measure and scale exactly like people.

Module 2

Workflow builder

Design and orchestrate multi-step work that agents run end to end across your systems — the process executes automatically, with every step logged.

Module 3

Human-in-the-loop approvals

Every high-impact action is reviewed by a named person before it runs — automation you can trust because control never leaves your team.

Module 4

Agent builder

Design an agent's role, tools, knowledge and guardrails in one place — stand up a new digital worker without writing code.

Module 5

Agent marketplace

Ready-made agents for common enterprise jobs — deploy a proven template in minutes and tailor it to your own systems.

Module 6

Business impact & ROI

Hours saved, work completed and cost avoided per agent — the return on your AI workforce, measured, not estimated.

Give your business an AI workforce.

Book a walkthrough and we’ll map your biggest time-drains to the agents that remove them — set up on your own systems. Accounts are issued by the Epsilon team; there is no self-serve sign-up.

The InsAI ecosystem

Explore the rest of the platform

Every product runs on the same InsAI engine — move to another operation, or see everything at Epsilon AI Global.

Everything from Epsilon AI Global ↗