How do I prepare an AI ROI report for the board?

Goal: Walk into a board meeting with a one-page PDF showing AI spend, cost per business outcome, efficiency trend, and net savings — with an AI-written narrative so you're not assembling slides the night before.

Prerequisites: At least 30 days of AI calls through Cognocient. Outcome tracking set up for at least one key metric (see Step 1).

Step 1 — Define your outcome metric

Go to Executive → Outcomes → New Outcome. Pick the metric that makes AI spend feel like an investment rather than a cost:

Name your outcome (e.g., "Support ticket resolved"), select the feature filter, and save. If you already track outcomes in your application, you can push success events via the API:

import httpx
 
def mark_ticket_resolved(ticket_id: str, session_id: str):
    httpx.post(
        "https://api.cognocient.com/api/outcomes",
        headers={"Authorization": f"Bearer {COG_API_KEY}"},
        json={
            "outcome": "ticket_resolved",
            "session_id": session_id,
            "metadata": {"ticket_id": ticket_id},
        }
    )

Step 2 — Let the data accumulate (30 days)

Once outcome tracking is in place, Cognocient calculates cost per outcome automatically. You'll see it in Executive → Outcomes:

• Average cost per outcome — e.g., $0.42 per ticket resolved
• Total outcomes this period — e.g., 28,500 tickets
• AI efficiency vs. alternative — vs. human cost, if you enter a benchmark

You don't need to do anything during this period. The metrics update daily.

Step 3 — Open the Executive View before your meeting

Go to Executive Overview. This is the CFO-facing dashboard. Check:

If any numbers look off — a big spend spike, an efficiency score drop — investigate in the Engineering Dashboard before the meeting, not during it.

Step 4 — Choose your narrative tone

Click Generate Report (top-right of Executive Overview). You'll be prompted for a narrative tone:

Choose Board / CFO for board meetings. The AI generates a 2–3 paragraph narrative summarising your AI investment, efficiency trend, and outlook — written in plain business language.

Step 5 — Download and review the PDF

The PDF is ready in approximately 15 seconds. It includes:

1. Executive narrative — 2–3 paragraphs written by AI, summarising your month
2. Key metrics table — Spend, efficiency score, cost per outcome, savings
3. Department breakdown — Which teams drive spend and at what efficiency
4. Savings achieved — Specific optimisations applied and their dollar impact
5. Month-over-month trend — 6-month chart showing whether efficiency is improving
6. Next month forecast — Projected spend with confidence range

Review the narrative for accuracy. The AI writes from your data but you know the context (a Q4 push, a new product launch) that explains any unusual numbers. Edit the narrative section if needed before presenting.

Step 6 — Set up monthly auto-delivery

After your first successful board report, automate it. Go to Reports → Scheduled and configure:

The PDF arrives in your inbox on the 25th of every month. Finance gets the same report as an attachment — no Cognocient login required.

What a good ROI story looks like

A strong AI ROI narrative has three numbers:

1. What you spent — "$47,000 on AI this quarter"
2. What you got — "85,000 support tickets resolved at $0.55 each"
3. What the alternative costs — "Our human agents cost $8.40 per ticket — AI is 15× more cost-efficient"

If you can answer "what would this have cost without AI?", you have a compelling investment case. If you can't answer that yet, defining a benchmark cost in Outcomes is the fastest path to having that number for next quarter's meeting.