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Focused Forward
Core service

Custom AI Agents

Practical AI, not hype. We build agents that do specific, well-defined jobs inside your operation: triaging requests, reading documents, drafting responses and moving work to the right person, with humans kept in the loop where judgment matters.

Person typing on a laptop at a wooden desk
  • LLM integrations
  • Document processing
  • Human-in-the-loop
  • Secure by design
01

Hours back every week

Agents take on Tier-1 requests, data entry and document handling so your team can focus on higher-value work.

02

Answers from your knowledge

Agents retrieve from your SOPs and documentation, so responses reflect how your organization does things.

03

Safe, governed adoption

Clear permissions, audit logs and escalation paths. Nothing leaves your control without a reason.

Key features

What it can do

  • Ticket & inbox triage

    Incoming requests are read, categorized, prioritized and routed in seconds.

  • Document processing

    Extract data from invoices, forms and PDFs and push it into your systems.

  • Knowledge retrieval

    Answers grounded in your SOPs, policies and technical docs, with sources shown.

  • Response drafting

    Context-aware draft replies your team can approve, edit or send.

  • Smart escalation

    Complex or sensitive cases go straight to the right person with full context.

  • Guardrails & audit logs

    Permissions, review steps and a full record of every action the agent takes.

How we deliver ai agents

How we work on custom ai agents

A clear, step-by-step process with something concrete to review at every stage. No black boxes, no surprises.

Support headset resting on a desk beside a laptop
  1. 0101

    Opportunity assessment

    We review your workflows and pick a repetitive, high-volume task where an agent will clearly save time.

    You getUse case & ROI estimate

  2. 0202

    Knowledge & data prep

    We gather the SOPs, documents and examples the agent needs, and decide what data it may and may not access.

    You getSecure knowledge base

  3. 0303

    Guardrail design

    We define what the agent can do alone, what needs human approval and exactly when it must escalate.

    You getRules & escalation paths

  4. 0404

    Build & integrate

    The agent is connected to your email, Teams, ticketing or internal apps, with logging on every action.

    You getWorking agent in staging

  5. 0505

    Pilot with your team

    The agent runs alongside staff. We measure accuracy, collect feedback and refine prompts and rules.

    You getMeasured pilot results

  6. 0606

    Scale & monitor

    Roll out to more volume or workflows, with dashboards showing activity, accuracy and time saved.

    You getMonitoring dashboard

Tools & technologyOpenAIAnthropicAzure OpenAIRetrieval (RAG)Microsoft 365Python
What's included

What you get

  • Use-case assessment and ROI estimate
  • Agent design: tasks, tools, guardrails and escalation rules
  • Secure knowledge-base retrieval over your documents
  • Integrations with email, Teams, ticketing and internal apps
  • Monitoring dashboard and conversation logs
  • Staff onboarding and usage guidelines
Use cases

Where it fits

  • 01

    Internal service desk

    Tier-1 IT, HR or operations questions answered instantly.

  • 02

    Invoice & form intake

    Read, validate and file documents without manual data entry.

  • 03

    Lead qualification

    Respond to enquiries and route qualified leads to sales.

  • 04

    Staff knowledge assistant

    One place to ask 'how do we do this?' and get the right answer.

Related project

See it in action

An AI service desk that answers incoming parts calls, searches multiple supplier portals in seconds and drafts quotes automatically, giving staff live customer, call and portal monitoring from one dashboard.

Sonar Desk dashboard showing AI-answered calls, part searches, drafted quotes and supplier portal health
03Service Desk AI

Parts & Calls Automation

Sonar Desk

An AI service desk that answers incoming parts calls, searches multiple supplier portals in seconds and drafts quotes automatically, giving staff live customer, call and portal monitoring from one dashboard.

  • AI call answering & routing
  • Multi-portal part search
  • Automated quote drafting
  • Live call & portal monitoring
  • LLM agent
  • Telephony
  • Web automation
  • Next.js
FAQ

AI Agents questions

Answers to the questions we hear most about custom ai agents.

  • No. We configure enterprise-grade model access where your data is not used for training, and keep sensitive information inside the systems you control.

  • Our agents are designed to remove routine admin, not people. They handle repetitive steps and hand complex or sensitive work to the right team member.

  • Agents are built with review steps, confidence thresholds and escalation rules. Anything uncertain or high-impact goes to a person, and every action is logged.

  • High-volume, repetitive tasks with clear rules: sorting requests, extracting data from documents, answering common questions and drafting standard replies.

  • It depends on scope and integrations. Many organizations start with a focused pilot on one workflow, which costs far less than a full platform build.

  • Yes. We regularly integrate agents with Microsoft 365, including Teams and Outlook, as well as ticketing systems and custom apps.

Explore other services

Let's build together

Let's talk about your ai agents.

Book a free 30-minute discovery call. It's a working conversation, not a sales pitch. We'll look at where your team is losing time and map the smallest useful next step.

  • Free, no-obligation call
  • Reply within one business day
  • Data hosted in Canada