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Tier-1 customer support agent
An AI agent grounded in your product docs, knowledge base, and ticket history. Resolves common issues end-to-end and hands off cleanly with full context when it can't.
AI Workflow Automation for IT & Communication Companies
Your data is already digital. The opportunity is to stop people hunting through tickets, contracts, product notes, and dashboards before they can act.
Software companies, telecoms providers, MSPs, and agencies usually have plenty of data and plenty of APIs. The friction is that useful context still lives in different tools and reaches people too late.
Start with the handoff that keeps interrupting expensive people: ticket triage, onboarding, renewals, internal search, or routine reporting.
Common Operational Pain Points
Where information & communication teams lose time
Ticket triage burns engineer time
Every inbound ticket is read, categorised, and routed by hand. Misrouted tickets bounce between queues, SLA clocks tick, and senior engineers get pulled into questions the knowledge base already answers.
Client onboarding is a checklist marathon
Provisioning, licences, access, welcome documentation, and kick-off scheduling live across five tools and one long spreadsheet. New clients wait weeks to be fully live, and steps get missed.
Contract renewals sneak up on the team
Renewal dates sit in spreadsheets nobody watches. Contracts auto-renew on stale terms, uplift opportunities go unpriced, and account managers scramble when a client questions the invoice.
Monthly usage and SLA reporting is hand-built
Account managers assemble per-client reports from PSA exports, monitoring screenshots, and ticket stats every month — days of copy-paste that clients skim in minutes.
How It Works
What the Workflow Could Look Like
These examples show the sequence of work, not a fixed product. The real version would follow your systems, rules, and exceptions.
Ticket Triage & First Response
Trigger: Ticket arrives in Zendesk, Freshdesk, or your PSA
- 1AI classifies the ticket by product, urgency, and SLA impact
- 2Checks known issues and the knowledge base for a match
- 3Drafts a sourced first response for common requests
- 4Routes the ticket to the right queue with a suggested owner and priority
- 5Escalates SLA-risk tickets to the duty engineer immediately
What changes
Engineers work exceptions, not the whole queue
Client Onboarding Orchestration
Trigger: Contract signed and order form received
- 1AI extracts client, service, and licence details from the signed order form
- 2Creates accounts, licences, and access per your onboarding runbook
- 3Generates the welcome pack and credentials documentation
- 4Schedules the kick-off call and assigns internal owners
- 5Tracks completion and flags stalled steps before the client notices
What changes
New clients are fully live in days, not weeks
Contract Renewal Pipeline
Trigger: Contract enters its 90-day renewal window
- 1AI pulls the account's usage, ticket history, and current commercial terms
- 2Drafts a renewal summary with an uplift recommendation and supporting evidence
- 3Notifies the account manager with the full pack ready to review
- 4Generates the renewal quote for approval and sending
- 5Chases unsigned renewals automatically until closed
What changes
Every renewal is a planned conversation, not a scramble
Information & Communication
Five Workflows Worth Examining
Use these as a shortlist, not a shopping catalogue. The right first project depends on where your team loses time and how often the process repeats.
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Inbound lead qualification & enrichment
Every form submission is enriched with firmographics, scored against your ICP, and routed to the right rep with a personalised first-touch suggestion drafted and ready.
Read the case study3
Unified internal knowledge search
One search bar across Slack, Notion, Drive, Confluence, GitHub, and your CRM. Answers cite the source so engineers and CS teams find ground truth fast.
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Code review & security triage assistant
Reviews PRs for common bugs, missing tests, and security smells (OWASP, dependency CVEs). Surfaces issues for the human reviewer rather than auto-merging anything.
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SEO & content brief automation
Researches keywords (real volume / difficulty data), drafts SERP-aware briefs, and suggests internal-linking opportunities. Writers fill in expertise; the brief does the rest.
Related case studies
Information & Communication — frequently asked questions
We already use Intercom Fin / Zendesk AI / GitHub Copilot — why also you?+
Off-the-shelf AI features are a good baseline. We come in when you need integration across your specific stack, custom retrieval over your private data, or workflow logic that the vendor's product doesn't model. Often we sit on top of those tools rather than replacing them.
Can the support agent be branded as our product?+
Yes. Every customer-facing surface (chat widget, email, in-app) is white-labelled. The end customer experiences your brand, not ours.
How fast can the support agent ship?+
We start with a controlled slice of traffic and expand only after the resolution-rate, escalation and CSAT thresholds agreed with your team are met.
What about hallucinations?+
We design every customer-facing system to refuse rather than fabricate when retrieval doesn't return a confident match. Every answer cites its source so users — and you — can verify in one click.
How We Work
From a Frustrating Process to a Working Workflow
We map what really happens, build a small version, and let your team try it on real work before anyone commits to a larger rollout.
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Workflow Review
We map the manual process end-to-end: systems involved, current time cost, error points, and business impact.
60–90 minutesWorkflow map and automation opportunity summary - 02
Bottleneck Prioritisation
We select the workflow with the strongest mix of pain, feasibility, and measurable ROI — so you start where it matters most.
2–3 working daysPrioritised workflow and success criteria - 03
Prototype Build
We build a small AI-assisted workflow using your sample data, screenshots, exports, or existing documents. No dummy demos.
10–14 working daysWorking prototype or interactive demo - 04
Human Review and Controls
We add review points, exception handling, confidence thresholds, and fallback rules — so nothing runs unsupervised until you trust it.
Included in prototypeControlled workflow ready for pilot - 05
Pilot and Measurement
We test the workflow with real users and measure time saved, errors reduced, and adoption issues before scaling anything.
2–4 weeksPilot report and scale recommendation - 06
Deploy or Improve
We scale the workflow and integrate it properly — or stop if the numbers do not justify further spend. No lock-in.
Based on pilot resultsDeployment plan or improvement backlog
Practical and Proven
A structured approach focused on real business outcomes.
Human-Centred by Design
Automation with the right controls, transparency, and accountability.
Continuous Value
Measure, learn, and improve — so your operations keep getting better.
Free IT & Communications Workflow Audit
30 minutes. We look at your ticket queue, onboarding runbook, or renewal book, estimate the hours you can recover, and tell you honestly whether automation is worth it for your business.
Request Your Free Audit