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AI Agents for Task Routing

WorkAgentic builds AI agents for task routing that assign every incoming task to the right person based on skill, workload, and availability, no matter which channel it came from, so nothing sits waiting for someone to decide who should pick it up.

★★★★★4.9 / 5
No technical team neededBuilt by CPAs
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Task Routing

Six task routing tasks your team stops running manually

Each agent assigns incoming work to the right person the moment it arrives. No manual decision on who picks it up, no task sitting in a queue nobody owns.

Rule-Based Task Assignment

  • Every incoming task assigned automatically based on rules you define
  • No manual decision required on who picks up a new piece of work
  • Rules configured per task type instead of applied uniformly to everything
  • Multiple factors weighed together rather than relying on just one rule
  • Assignment rules updated without rebuilding the entire routing setup

Skill and Workload Matching

  • Tasks matched to the person whose skills actually fit the work
  • Current open task count factored in so work balances across a team
  • Skill profiles updated as team members grow into new areas
  • Overloaded team members skipped in favor of someone with room
  • Matching logic visible so assignment decisions aren't a black box

Channel-Agnostic Intake

  • Tasks accepted the same way whether they come from email, chat, or a form
  • A ticketing system, a spreadsheet, or a Slack message all feed the same queue
  • New intake channels added without rebuilding the assignment logic
  • One consistent set of rules applied no matter where a task originates
  • No separate routing setup needed per channel your team uses

Priority-Based Queue Management

  • Urgent tasks surfaced and assigned ahead of routine ones automatically
  • Priority levels configured per task type instead of judged case by case
  • SLA deadlines factored into the assignment order automatically
  • Aging tasks bumped up in priority the longer they sit unassigned
  • Queue order visible so nothing important gets buried

Reassignment on Availability Change

  • Availability checked before a task is assigned, not after it's already stuck
  • A qualified backup found automatically when the primary person is out
  • Open tasks reassigned if the assigned person becomes unavailable mid-task
  • Time off and schedules synced so availability stays current
  • No task assigned to someone who can't actually act on it

Assignment History and Load Reporting

  • Every assignment logged with the reason it went to that person
  • Workload distribution visible across the team at a glance
  • Consistently overloaded or underused team members surfaced for review
  • Completion time tracked per person and per task type
  • History retained so staffing decisions can rely on real data

Client Reviews

What operations teams say after going live

4.8
★★★★★
Verified clients
★★★★★

“Tasks came in from email, our ticketing tool, and Slack, and someone had to manually decide who picked up each one. WorkAgentic assigns all three the same way now, based on skill and current workload, no matter where the task came from.”

★★★★★

“Two of our best people always ended up with the biggest workload because everyone knew to hand tasks to them directly. WorkAgentic balances assignments across the whole team now, and nobody’s drowning while someone else has room.”

★★★★★

“A ticket would sit assigned to someone who was already out on leave for a week before anyone noticed it wasn't moving. WorkAgentic checks availability before assigning now, so a task never lands with someone who can't actually work on it.”

★★★★★

“Urgent tasks used to get buried behind whatever came in first, since our queue had no real sense of priority. WorkAgentic surfaces and assigns the urgent ones first now, so nothing important sits waiting behind routine work.”

★★★★★

“We had no real data on who was overloaded and who had room, just a general sense based on who complained the loudest. WorkAgentic tracks assignment load across the team now, and staffing decisions actually rely on numbers instead of guesswork.”

Our Process

How we deploy your task routing agent

Five structured steps from scoping to go-live. No disruption to your existing tools or team processes.

01
Discovery and Task Flow Audit
Free 30-minute call. We map where your tasks come from, how they get assigned today, and where the current process breaks down.
02
Agent Design and Scoping
We define skill profiles, workload rules, priority levels, and reassignment logic before building anything.
03
Build and Integration
We connect the agent to every intake channel and your team roster. No IT team required on your side. We handle all integrations.
04
Pilot and Validation
The agent assigns tasks in parallel with your existing process for one full cycle. Assignment accuracy is compared side by side before handoff.
05
Go-Live and Handoff
The agent takes over assignment, prioritization, and reassignment. Your team keeps oversight of edge cases. We monitor accuracy through the first three cycles.
01
Discovery and Task Flow Audit
Free 30-minute call. No preparation needed. We map where your tasks come from, how they get assigned today, and where the current process breaks down.
Task intake channels and current assignment method assessment
Skill and workload mapping by team member
Recommended agent configuration for your team structure

Workflow Automation by Industry

Built for your industry, not just your department

Each agent is configured for that sector's systems, rules, and compliance requirements.

01
Consumer Packaged Goods
Task Routing Agent for CPG
  • Configured around your existing systems and business rules
  • No new software required for your team to learn
  • Full audit trail kept automatically
02
Manufacturing
Task Routing Agent for Manufacturing
  • Matched to your plant and ERP systems already in place
  • No disruption to how your team currently works
  • Every action logged for compliance and review
03
Hospitality
Task Routing Agent for Hospitality
  • Configured around your property management and finance systems
  • Runs quietly in the background of your daily operations
  • Nothing changes for guests or front-line staff
04
Ecommerce
Task Routing Agent for Ecommerce
  • Matched to your order management and support systems
  • Scales automatically during peak volume periods
  • No manual work added as order volume grows
05
Retail & Wholesale
Task Routing Agent for Retail & Wholesale
  • Configured around your POS, ERP, and vendor systems
  • Works the same way across every location
  • Full visibility without a manual review process
06
Construction
Task Routing Agent for Construction
AI agents for construction companies covering job cost tracking, change order processing, subcontractor compliance and pay application processing.
    07
    Distribution
    Task Routing Agent for Distribution
    AI agents for distribution companies covering order processing, warehouse and inventory visibility, demand forecasting and vendor invoice reconciliation.
      08
      Energy and Utilities
      Task Routing Agent for Energy and Utilities
      WorkAgentic deploys AI agents for energy and utilities companies covering predictive asset maintenance, outage detection, regulatory compliance and meter data reconciliation.
        09
        Financial Services
        Task Routing Agent for Financial Services
        AI agents for financial services firms covering underwriting document processing, KYC and AML compliance, reconciliation and client onboarding.
          10
          Food and Beverage
          Task Routing Agent for Food and Beverage
          AI agents for food and beverage companies covering demand forecasting, recall traceability, cold chain monitoring and compliance documentation.
            11
            Healthcare Services
            Task Routing Agent for Healthcare Services
            WorkAgentic deploys AI agents for healthcare services companies covering claims denial management, patient scheduling, compliance documentation and provider credentialing.
              12
              Insurance
              Task Routing Agent for Insurance
              AI agents for insurance companies covering claims intake and adjudication, policy underwriting, renewal tracking and commission reconciliation.
                13
                Life Sciences
                Task Routing Agent for Life Sciences
                AI agents for life sciences companies covering regulatory submission compilation, batch record review, clinical trial document management and adverse event reporting.
                  14
                  Logistics and Transportation
                  Task Routing Agent for Logistics and Transportation
                  WorkAgentic deploys AI agents for logistics companies to automate load planning, freight audit and fleet maintenance in the US.
                    15
                    Professional Services
                    Task Routing Agent for Professional Services
                    WorkAgentic deploys AI agents for professional services firms to automate time capture, billing and utilization in the US.
                      16
                      Real Estate
                      Task Routing Agent for Real Estate
                      WorkAgentic deploys AI agents for real estate companies covering lease abstraction, CAM reconciliation, predictive maintenance and lease compliance tracking.
                        17
                        Software and SaaS
                        Task Routing Agent for Software and SaaS
                        AI agents for software and SaaS companies covering subscription revenue recognition, churn risk tracking, usage-based billing reconciliation and support ticket triage.
                          18
                          Staffing and HR Services
                          Task Routing Agent for Staffing and HR Services
                          AI agents for staffing and HR services companies covering candidate screening, timesheet and billing reconciliation, compliance documentation and payroll accuracy.

                            Built Around Your Workflow

                            Your existing systems are already the source of truth

                            WorkAgentic builds each workflow automation agent around the systems, rules, and approval logic your team already uses. Nothing about how your team works today needs to change. The agent runs in the background, and your team reviews exceptions and keeps final say.

                            Zero new software for your team to learn. The agent runs inside your existing systems. Your team sees the output, not the engine.
                            100+
                            systems we connect to
                            Any API
                            if it exports data, we connect
                            N
                            NetSuite
                            SAP
                            SAP
                            SF
                            Salesforce
                            x
                            Xero
                            ORC
                            Oracle
                            D365
                            Dynamics
                            SGE
                            Sage
                            100+
                            more systems

                            SAP, Oracle, Workday, Monday.com, Asana and any system with a structured API or data export

                            Case Studies

                            AI agents we have already built and deployed

                            Real deployments. Real outcomes. Each agent was built from scratch around the client's exact workflow.

                            How a $150M Frozen Foods Distributor Eliminated Overnight Temperature Risk and Prevented $200K–$250K in Annual LossesFrozen Foods / CPG
                            How a $150M Frozen Foods Distributor Eliminated Overnight Temperature Risk and Prevented $200K–$250K in Annual Losses
                            A leading frozen foods distributor managed millions of dollars of temperature-sensitive inventory across its refrigerated fleet but had no visibility into trailer temperatures during overnight hours. This created a significant risk of product spoilage, inventory loss, and customer service disruptions.
                            How a $50M CPG Brand Replaced a $180K TPM System and Unlocked $300K in Annual Value Using Open-Source TPM and Agentic AICPG / Consumer Packaged Goods
                            How a $50M CPG Brand Replaced a $180K TPM System and Unlocked $300K in Annual Value Using Open-Source TPM and Agentic AI
                            A $50 million consumer packaged goods (CPG) brand was struggling with the growing complexity of trade promotion management. Despite investing heavily in a traditional TPM platform, many critical processes remained manual, including trade planning, accrual management, deduction reconciliation, customer profitability reporting, and trade spend analysis. The company was spending approximately $180,000 annually on TPM software while dedicating significant internal resources to managing promotions, deductions, and reporting activities.
                            How a $250M+ Frozen Food Manufacturer Cut Daily Inventory Reporting from 120 Minutes to 5 Minutes and Saved $44,000 AnnuallyFrozen Foods / CPG
                            How a $250M+ Frozen Food Manufacturer Cut Daily Inventory Reporting from 120 Minutes to 5 Minutes and Saved $44,000 Annually
                            A $250M+ frozen food manufacturer managed inventory across multiple third-party warehouses and cold storage facilities. Accurate inventory visibility was critical for supply planning, production scheduling, customer service, and inventory management. However, the company relied on a highly manual inventory reporting process that required data from twelve separate sources, including warehouse portals and accounting system reports, to be downloaded, reconciled, and consolidated twice each day.
                            How a $800M CPG Company Replaced OCR and Manual Data Entry with Agentic AI, Generating $592,000 in Annual Savings and a 4.6x ROICPG / Business Process Outsourcing
                            How a $800M CPG Company Replaced OCR and Manual Data Entry with Agentic AI, Generating $592,000 in Annual Savings and a 4.6x ROI
                            A leading business services provider supported multiple consumer packaged goods (CPG) companies with aggregate annual sales exceeding $800 million. The organization was responsible for transcribing retailer deduction documentation, validating deductions against trade promotion planners, proof-of-performance documents, and promotional contracts across multiple customers, channels, and retailer platforms. As client volumes increased, the process of extracting, validating, and transferring retailer data into spreadsheets, reports, and operational dashboards became increasingly dependent on manual labor.

                            Watch the Agent Work

                            See a task routing agent running live

                            A 3-minute walkthrough showing how the agent matches an incoming task to the right person by skill and workload, and reassigns it automatically when that person becomes unavailable.

                            Incoming task matched automatically to the person with the right skill
                            Current workload factored in so assignments balance across the team
                            Availability checked before the task is actually assigned
                            Task reassigned automatically if the assigned person goes unavailable
                            Get Your Agent Today →

                            No commitment. We demo with a real workflow automation setup, not a sandbox.

                            Built for Operations Leadership

                            The right routing setup for every role

                            Each deployment is scoped around how a specific role depends on fair, fast assignment. Your COO, team lead, and frontline team each get what they need from a queue that runs on its own.

                            COO
                            Chief Operating Officer

                            Stops finding out a team is overloaded only after burnout shows up. Gets workload visibility instead.

                            WHAT CHANGES
                            Workload distribution visible across the whole team at a glance
                            Assignments consistent across every intake channel your team uses
                            Assignment history available without asking the team to reconstruct it
                            Recurring overload patterns visible so staffing decisions rely on real data
                            TEAM LEAD
                            Team Lead

                            Stops manually deciding who picks up each new task. Gets an assignment queue that runs on its own instead.

                            WHAT CHANGES
                            Every task matched automatically to the right person by skill
                            Urgent tasks prioritized first without a manual triage step
                            Tasks reassigned automatically if someone becomes unavailable
                            Time spent coaching the team instead of managing the queue
                            FRONTLINE TEAM
                            Frontline Team

                            Stops digging through a shared queue to find what's actually theirs. Gets it assigned directly instead.

                            WHAT CHANGES
                            Tasks arrive already matched to skill, not just whoever's fastest
                            Workload stays balanced instead of piling onto the same few people
                            Tasks reassigned automatically when someone steps away
                            Coverage maintained across higher task volume without adding headcount
                            Meet Our CEO Haroon Jafree, CPA
                            25 years as a CFO and finance leader, designing agents around workflows he personally ran
                            About WorkAgentic

                            Start with task routing. Add more workflow automation agents as your team grows.

                            WorkAgentic deploys task routing that assigns every incoming task to the right person by skill and workload, no matter which channel it came from, so nothing sits waiting for a manual decision.

                            FAQ

                            Questions about task routing

                            Clear answers on how the agent assigns tasks, handles workload and availability, and what your team stays responsible for.

                            Task routing agents are AI agents that assign an individual task or ticket to the right person or team based on rules you define, such as skill, workload, or priority, regardless of which channel the task originated from. WorkAgentic builds task routing agents for teams whose current assignment process depends on someone manually deciding who picks up each new item of work.
                            Email inbox automation is specific to a single channel: it triages and routes email. Task routing is channel-agnostic and assigns a task to the right person or team no matter where it came from, whether email, chat, a form, or a ticketing system. This page covers the general assignment agent. A separate email inbox automation agent covers the email-specific triage pattern.
                            Approval workflows route a specific decision, such as a spend request or contract, through a defined sign-off chain for someone to approve or reject. Task routing assigns any kind of task, such as a support ticket or a project item, to the person best suited to complete it. This page covers general task assignment. A separate approval workflows agent covers the sign-off chain pattern specifically.
                            The agent applies the rules you define, such as required skill, current workload, seniority, or availability, and assigns the task to the best match automatically. Multiple factors can be weighed together rather than relying on just one, such as skill first and workload as a tiebreaker.
                            Yes. The agent tracks each person's current open task count and can balance new assignments across a team instead of routing everything to whoever happens to be top of a list.
                            The agent checks availability before assigning and reroutes to a qualified backup automatically if the primary person is out or already overloaded, rather than assigning a task to someone who can't act on it.
                            Yes. Rules are configured per task type, so a technical support ticket, a billing question, and a project request can each route based on different criteria without building three separate systems.
                            Zero new software for your team to learn. The agent runs inside your existing systems. Your team sees the output, not the engine.

                            Get Started

                            Ready to stop manually deciding who picks up each task?

                            Book a free 30-minute task routing process review. We map your current channels and team structure and show you where automation removes the most manual work first.

                            Book a Free Task Routing Process Review