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AI in TIC Playbook · Volume 1
The AI-Augmented TIC Sales Machine
Twelve AI workflows – with the complete prompt toolkit – to quote in hours, cut proposal effort and win more tenders.
The argument
In TIC, speed of credible response is becoming a competitive advantage. AI is widening the gap.
The Testing, Inspection, and Certification (TIC) industry sells trust, yet many commercial processes still move at a pre-AI pace. Quotes take hours to days. Tender responses take days to weeks. Renewal opportunities are too often won or lost through slow execution rather than superior capability.
The challenge is not AI adoption – it is business redesign. Buying AI tools is straightforward; redesigning workflows, roles and operating models to create measurable value is considerably harder. That is where the next generation of competitive advantage will be built.
87%
of sales organisations use some form of AI, for tasks such as prospecting, forecasting and drafting emails
Salesforce (2026) · Benchmark (vendor)
72%
of sales organisations report low reinvestment of the time AI saves – on average 4.8 hours a week for each seller
Gartner (2026) · Benchmark
2.1 to 4.0x
modelled first-year return for a mid-size TIC firm, with the method shown in Chapter 7
Author's model, Chapter 7 · Derived
Every figure carries its source, and a label saying how much weight it will bear. How the research is done sets out the checks behind them.
Panel updated 26 September 2026, read at source: Salesforce, 3 February 2026 (4,050 sales professionals in 22 countries, surveyed August to September 2025) and Gartner, 19 May 2026. The executive summary in the report, version 1.1, cites Salesforce’s 2024 edition.
AI will not fix a broken sales process – it will accelerate it.
Every workflow in this report pairs automation with the process discipline that makes it pay.
Look inside
Pages from the report.
Shown at reduced size. The free preview gives you the contents page, the executive summary and sample pages at full size.
Contents
What is in the 33 pages.
- Executive summary – in TIC, speed of credible response is becoming a competitive advantage3
- 01The state of TIC selling: a trust business with a speed problem4
- 02The AI opportunity: evidence, not hype5
- 03The TIC sales AI use-case map7
- 04The twelve workflows, with their prompts8
- Stage 1 · Find – detect demand and open conversations (W1–W3)8
- Stage 2 · Win – quote, propose and close faster than competitors (W4–W7)10
- Stage 3 · Grow – expand and retain the installed base (W8–W10)13
- Stage 4 · Run – keep the machine's data and decisions sharp (W11–W12)15
- 05The tool stack: choosing without regret18
- 06The 90-day implementation roadmap21
- 07The ROI mathematics22
- 08The human operating system: judgement over technique23
- 09Risks, governance and responsible use25
- 10What good looks like: signals from the field27
- 11Your first seven days28
- AAppendix A – glossary30
- BAppendix B – the toolkit: checklists and templates30
- Full reference list32
- How this report was made33
The five gaps it addresses
Exhibit 1, reproduced from the report.
Detection
Triggers and expiries pass unnoticed until a competitor acts.
Speed
Quotes in days, tenders in weeks – the first credible response often prevails.
Knowledge
Winning answers reside in past bids and in experts' heads.
Retention
Recurring certificate revenue erodes at renewal when unmonitored.
Visibility
Leadership decisions rest on incomplete CRM data.
Included
Every licence includes the twelve workflows as skills.
A skill is a file you add to an AI assistant, so a workflow runs without pasting a prompt into the chat.
Each skill carries one workflow, its prompts and the rules around them, word for word from the report. They come at no extra cost, and the report is complete without them, because every prompt in a skill is printed in it.
Built to the open Agent Skills format. Claude, ChatGPT, Microsoft 365 Copilot and Gemini each document how to load a skill in this format, on some plans and in some countries; the start-here guide in the download links each maker's instructions and states what each one needs. Installed and run in Claude on 18 September 2026. We do not claim what we have not tested.
- W1 Account intelligence – an eight-section account briefing, and a flash brief before a meeting
- W2 Regulatory triggers – a regulatory change classified as structured data, and a short outreach email
- W3 Enquiry qualification – an enquiry in a fixed schema with a fit score, and an acknowledgement reply
- W4 Rapid quotation – a proposed programme for engineer review, with no prices, and a quote cover note
- W5 Tender response – a bid or no-bid recommendation, answers from your own library with gaps marked, and a review of the assembled bid
- W6 Proposal drafting – a tailored proposal draft, using the quote's figures exactly as given
- W7 Battlecards – a battlecard built from your evidence, and objection practice with a score
- W8 Renewal guardian – a renewal risk level with the three signals behind it, and a renewal-opening email
- W9 White space – a white-space matrix and the top three expansion opportunities
- W10 Win/loss – a structured debrief record, and a quarterly pattern report
- W11 CRM hygiene – CRM fields filled from an email or transcript, left blank where it says nothing
- W12 Pipeline cockpit – a one-page weekly pipeline brief
Nine of the twelve workflows have a page here showing one complete run: W1, W2, W3, W4, W5, W7, W8, W10 and W11. One of them, W2 regulatory triggers, is also sold on its own at US$19. Every workflow comes with the report either way. See the workflows, with a run of each.
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Video overview · 8 min