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Also serving Trichur
Head offices in Thrissur reconcile their branch networks by spreadsheet every morning; AI-led automation does the matching overnight and leaves only the exceptions for people.
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Photo: Jpullokaran · CC BY-SA 3.0, cropped · via Wikimedia Commons
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Macros work on one file on one computer and break when a format changes. These automations run on a server, read documents that are not tidy, log every step, and alert someone when they fail. They are also documented, so they survive the person who set them up.
Anything that touches money is posted as a draft or within limits you set, and a person approves the rest. Each action is recorded with its source, so an error can be traced and reversed. We widen what runs unattended only after a clean record.
Usually. Where a system offers an interface or database access we use that. Where it offers neither, we can work through exports, reports and, as a last resort, the screen itself. We assess this honestly during scoping and tell you which route applies.
After a first conversation about the process, the systems it touches and how it is handled today, we agree the scope and send you a written quotation. The price, the deliverables and the timeline are fixed against that scope before any work starts, so nothing grows without your sign-off.
You speak to someone who does this work, not a call centre. They ask about the repetitive IT or back-office work, the systems it touches and who approves it now. If it looks like a fit, we agree the scope and put it in writing, with the timeline, before any work starts. If it does not, we tell you.
A finance company headquartered in Thrissur may have branches across several states, each sending in collections, expenses and cash positions daily. Somewhere in a Sakthan Thampuran Nagar office a team downloads bank statements, matches them to branch reports, chases differences and prepares a summary before the directors arrive. It is skilled, repetitive work, and it has to be done again tomorrow.
AI IT automation takes over jobs of this shape. We combine workflow automation with AI that can read unstructured inputs such as emails, scanned bills and statements, so the process is not limited to neat data. Typical builds cover reconciliations, invoice capture, report preparation, user access requests and system health checks, with every action logged and every exception routed to a person.
Case studies
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Matching bank credits to branch collections line by line takes hours and delays the cash position. An automated matcher applies your rules overnight, posts what agrees, and presents only unmatched items, so the team starts the day with a short list instead of a long one.
Plywood and timber traders around the Ollur estate receive purchase bills in every format, some handwritten. AI capture reads the supplier, GSTIN, items and amounts, prepares a draft purchase invoice in ERPNext and waits for an accountant to confirm it.
New user IDs, password resets and access changes for branch staff arrive by email and wait for one administrator. A request workflow with approval rules creates or changes the access itself and keeps an audit trail that an inspector can read.
An example
At a lender's head office near Sakthan Thampuran Nagar, the reconciliation runs while the building is empty. Bank statements from the sweep accounts are collected after midnight, branch collection reports from Kunnamkulam to Kodungallur arrive by upload, and the matcher works through them by rule: same amount, same reference, same day. Matches are posted. Near-matches, where a branch keyed a receipt number wrongly, are held with the suggested pairing. By the time the team arrives on Monday, the cash position for every branch is on the dashboard and the exception list is short enough to clear before ten. One branch's report never arrived; the monitor raised that at six and the branch manager has already replied. The management summary, once typed by hand, was in the directors' inboxes before they left home.
We list candidate processes with your operations head during a visit to your Thrissur premises and rank them by hours saved and risk. The first automation is deliberately small. It runs alongside the manual process until both agree, and only then does the manual step stop. Our engineers in Kochi monitor the runs and adjust rules as your exceptions teach us more.
Start with one process. The first process chosen for payback, with accuracy and time saved measured.
People approve what matters. AI drafts, checks and routes; your team approves anything material.
Audit logs everywhere. Every automated action recorded: what, when and on what data.
Thresholds and fallback. Low-confidence cases go to a person, not through automatically.
Expand. The next process, once the first has proved itself.
The scope and timeline are agreed in writing before work starts.
Banking and financial services
Branch-to-bank reconciliation, daily management reports assembled and emailed before office hours, user access workflows with approvals, and monitoring that raises an alert when a nightly job or interface fails.
Education and healthcare
Insurance claim documents gathered from the hospital system into the insurer's format, pending-approval follow-ups, and lab or pharmacy purchase bills captured into accounts without retyping.
Timber, plywood and furniture
Purchase invoice capture across many small suppliers, automatic matching of transporter bills to goods receipts, and a weekly outstanding statement sent to each dealer without anyone preparing it.
Sakthan Thampuran Nagar, Thrissurmarket
business district with the city vegetable and fish markets, a major bus stand and bank and company offices
The bank and company head offices of this business district are where branch statements, courier bags and supplier bills converge, which is the daily flow reconciliation and capture automation absorbs.
Source: en.wikipedia.orgOllur Industrial Estatepark
The district's older industrial estate about 7.5 km from Thrissur town; the corporation's industry page also counts more than ten mini industrial estates across the district
Small manufacturers and traders on the older estate buy from dozens of suppliers, and capturing their varied purchase bills into accounts is a typical first automation.
Source: thrissurcorporation.lsgkerala.gov.inKunnamkulam printing townmarket
printing presses, bookbinding and publishing units; known as the printing hub of Kerala
Presses and notebook units here handle a stream of paper orders, dealer statements and transporter bills that can be read, matched and posted without a clerk retyping them.
Source: en.wikipedia.orgPlaces and organisations are named for local context only. Acube Innovations is not affiliated with or endorsed by them.
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Kochi (Kadavanthra & Infopark) · Thiruvananthapuram · across India & overseas · In business since 2011