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USE CASES

Your bank data, doing actual work

Calmnect.ai connects your UK bank accounts — and your Calmony account — to your software and AI via REST, MCP, and webhooks. Here's what that looks like in practice.

SCENARIO 01 — PERSONAL AI

Ask your AI where your money actually goes

You use Claude, ChatGPT, or Gemini daily — but you're always copying statements into spreadsheets to answer basic questions about your finances. With Calmnect.ai, you copy your MCP connection link once, paste it into your AI, and your accounts are live context.

  • Ask about any transaction "What did I spend at Tesco last month?" — answered instantly from your live account data.

  • Income picture on demand The Income Verifier agent identifies salary patterns and computes your monthly average — no manual calculation.

  • Subscription creep, caught The Recurring Payment Detector finds forgotten subscriptions across all connected accounts.

  • Works with Claude, ChatGPT, Gemini Any MCP-compatible AI gets the same read-only, consent-scoped access.

See the MCP setup
Calmnect dashboard overview showing combined balances

SCENARIO 02 — PROPTECH

Affordability checks that don't need a human to review a PDF

Income view showing verified income streams and period comparison

Rental platforms and letting agents spend days chasing bank statements that applicants doctor in Photoshop. Embed Calmnect.ai's connect flow directly in your product — applicants authorise once, you receive a structured affordability score, disposable income figure, and income verification report, all via your API key.

  • Affordability Scorer Returns a 0–100 score, monthly disposable income, and debt-to-income ratio for any proposed rent amount.

  • Income Verifier Identifies salary-pattern credits, guesses employer, computes net annual income — downloadable as a PDF report.

  • White-label embed mode Strip the Calmnect chrome. Your brand, your redirect URL, a one-time code that exchanges for a scoped API key.

  • Read-only, FCA-regulated TrueLayer-authorised AISP. No payment access. Applicants can revoke consent at any time.

Explore the embed flow
INCOME_VERIFIERSalary pattern detected — 12-month run complete0.8s
AFFORDABILITYScore returned: 74 / disposable £1,240 / month1.1s
RECURRING_DETECTOR3 new subscriptions identified across 2 accounts0.6s
WEBHOOKtransaction.created — delivered to endpoint #40.2s
AGGREGATORNet liquid position updated across 4 accounts0.9s
SPEND_CATEGORISER48 transactions categorised — batch complete1.3s
CONNECTION90-day re-auth reminder sent — T-7 days0.1s

SCENARIO 03 — BUSINESS SOFTWARE

Feed your business tools with live bank data

Finance teams reconciling spreadsheets against month-old exports. Bookkeeping software waiting for manual imports. REST and webhooks fix both.

REST API — connect once, query always

GET /v1/accounts, /v1/balances, /v1/transactions with date + account filters. Authenticated via API key, scoped to your org. Plug into any internal tool or automation.

Webhooks — push, not poll

transaction.created, balance.updated, connection.expiring — delivered to your endpoint with HMAC-SHA256 signing and automatic retry. Your cashflow tooling reacts in near-real-time.

Multi-account aggregator

One call returns total net worth, total liquid balance, per-account breakdown, and a true-cash figure excluding pending and committed recurring payments.

SCENARIO 04 — COMPLIANCE & AUDIT

Every data touch — logged, filterable, exportable

Regulated environments need to prove who accessed what and when. Calmnect.ai's audit infrastructure is built for that from day one — not bolted on.

  • Data access audit log Every read — by agent, API key, MCP client, or webhook — recorded with accessor type, ID, endpoint, and record count. Filterable by date range and accessor.

  • Agent activity log Every agent run: type, status, triggered by, duration, input summary, full JSON output. Downloadable per run.

  • Consent management Active scopes shown per connection. Withdraw individual consents any time. Full consent event history.

  • GDPR data export (Article 20) One request kicks a workflow that compiles all your data into a zip — JSON, Excel, and a human-readable PDF. Delivered to your inbox.

  • GDPR data deletion (Article 17) Confirmed erasure workflow removes all transactions, balances, connections, and agent runs. A deletion receipt is retained.

View the access log
Activity log showing agent and API key access events

SCENARIO 05 — SPENDING INSIGHT

Category-level clarity, across every account at once

Agents page showing built-in AI agents including Spend Categoriser

Connect two bank accounts and your Calmony account, and the Spend Categoriser agent tags every transaction — Groceries, Transport, Eating Out, Bills, Rent, and more. The spending dashboard then shows category share, top-20 merchants, and transactions grouped by country, with daily/weekly/monthly/yearly period selection.

  • By category Pie chart of category share plus month-by-month bar chart — spot creep before it becomes a problem.

  • By merchant Top-20 merchants with logo, total spend, transaction count, and average. See exactly who takes the most.

  • By country Transactions grouped by merchant country on an interactive map. Useful for business expense review and travel reconciliation.

  • Searchable transactions 10k+ rows handled with virtualised scrolling. Filter by account, date range, category, amount, and free text. Per-row raw payload for power users.

HOW IT WORKS — THE MECHANICS

Connect once. Every scenario above runs from the same foundation.

  1. STEP 01 — CONNECT

    Authorise your accounts

    Click 'Connect a bank' and choose from all UK High Street banks via TrueLayer, or enter your Calmony account number. Consent scope and 90-day SCA cycle shown up front.

  2. STEP 02 — ACTIVATE

    Grab your API key or MCP link

    The Technical Dashboard surfaces your REST API key and MCP server URL with one-click copy. Paste the MCP link into Claude, ChatGPT, or Gemini. Paste the API key into your app.

  3. STEP 03 — ANALYSE

    Run agents on your data

    Trigger the Income Verifier, Affordability Scorer, Multi-Account Aggregator, Recurring Payment Detector, or Spend Categoriser from the dashboard, REST, or your AI. Results are logged and downloadable.

  4. STEP 04 — INTEGRATE

    Push events to your systems

    Subscribe webhooks to transaction.created, balance.updated, and agent.completed. Every delivery is signed, retried on failure, and logged in your webhook history.

0.1s> truelayer.auth.initiate({ provider: 'monzo', scopes: ['accounts','balances','transactions'] })
0.9s✓ consent.granted — scopes stored, 90-day expiry set
1.2s✓ initial sync complete — accounts: 2, transactions: 847
0.2s> api_key.generate({ scope: 'read:all', org: 'acme-corp' })
0.4s✓ key issued: calm_live_••••••••••••••••••
0.6s✓ MCP endpoint ready — paste into Claude or ChatGPT
0.3s> POST /v1/agents/income-verifier/run { months: 12 }
1.1s✓ salary detected — Employer: 'ACME LTD', freq: monthly
1.4s✓ net annual income verified — stability score: 94/100
0.2s> webhook.subscribe({ url: 'https://yourapp.io/hook', events: ['transaction.created','agent.completed'] })
0.5s✓ endpoint registered — signing secret issued
0.8s✓ test event delivered — status 200 in 140ms

CONNECTIONS — THE FULL PICTURE

High Street banks and Calmony — side by side

Both connection types feed the same dashboard, the same agents, and the same API. There's no second-class connection in Calmnect.ai.

Connections page showing active bank and Calmony connections with status badges

High Street banks via TrueLayer

All UK banks. Standard open banking flow — pick your bank, authorise, done. FCA-authorised AISP. Read-only. 90-day SCA renewal with automated reminders and one-tap re-auth.

Calmony — first-class connection

Enter your Calmony account number, authorise, and data flows alongside your bank accounts. Identical dashboard, identical agents, identical APIs — one unified view.


Common questions about specific use cases

GET STARTED

Your first connection is one authorisation away

Connect your bank accounts, run the agents, and integrate via REST, MCP, or webhooks. Regulated by TrueLayer (FCA-authorised AISP). Read-only. Payments not enabled.

Questions? Email us at sf-core-org-support-calmnect-ai@saas-factory.ai