Monday's invoice matching, done by Sunday night.
A ₹200–500 crore textile manufacturer runs on purchase orders, grey-fabric invoices, job-work challans and a production report the owner reads every morning. Three people spend the first day of every week reconciling them. This blueprint shows how the week starts with four approvals instead of three hundred line items.
Who this is for
Modelled on representative organisation profiles. Test these parameters against your internal numbers.
Size band
Teams
Systems
Regulator
Chapter
The three documents and two processes
The 3 documents and 2 processes you already have. No new content has to be created to begin.
The 3 Core Document Sets
Purchase orders and vendor invoices (yarn, dyes, chemicals, job-work)
250–400 invoices a week; matched by hand to POs and GRNs
Price variances, duplicates and missing GRNs are found late or not at all
Vendor master and compliance documents (GST certificates, MSME Udyam, bank letters, quality agreements)
On a drive; chased on the phone when the auditor asks
Payment holds and audit queries
Production and dispatch sheets
Excel, updated by shift supervisors; typed into a report for the MD
The MD's morning report is a day late and sometimes wrong
The 2 Mission-Critical Processes
Weekly invoice-to-PO matching
Three people, Monday, every week
The work nobody was hired for
The MD's daily report
One person, 90 minutes every morning, from four sources
Decisions wait for the report
Days 1–90 in four stages
A phased, non-disruptive roadmap. Governed rules signed first, production live by week three, full autonomy by day 90.
- PHASE 01Days 1–15
Map the Monday
We sit with accounts and purchase for one Monday and write down exactly what is matched, against what, and what counts as an exception. The rules (next section) are written as plain-language policy: tolerance for price variance, who approves what, which vendors are on hold. The owner signs them.
Milestone: Signed rules & zero software footprint - PHASE 02Days 16–36
The first worker: invoice checks
A Neo Agent connects to Tally or SAP and the shared inbox. Every night it reads each invoice received that day, matches it to its PO and GRN, and lists the exceptions with a reason: price variance, duplicate, missing GRN, vendor on hold. At 9 am the accounts head sees one screen and approves. Three weeks from kickoff to production.
Milestone: Vectalk deployed in private boundary - PHASE 03Days 37–60
The second worker: the MD's report
A second agent assembles the production and dispatch report from the ERP and the Excel sheets at 6 am. The plant head approves it at 8 am; the MD reads it at 8:30. Because connectors and rules already exist, this agent is set up in days, not weeks.
Milestone: First autonomous worker live with approvals - PHASE 04Days 61–90
The door
With the invoice and vendor documents now organised by the agents, Vectalk is deployed on them plus the vendor master. The purchase head asks "Which yarn vendors raised prices more than 5% this quarter against their rate contract?" and gets the list with the contract clause. The audit trail from all three is the evidence pack for the bank and the auditor.
Milestone: Complete audit evidence & board report
The rules written first
The governance engine runs before the models. Rules are codified in software and signed off by responsible executives.
Tolerance
ENFORCED RULEInvoices within ±1% of PO value and matching quantity are auto-approved for posting; everything else is an exception for a person
Vendor hold
ENFORCED RULEVendors with expired GST registration or missing Udyam certificate are flagged; their invoices are never auto-approved
Approvals
ENFORCED RULENothing is posted, paid or emailed to a vendor without the named approver; the agent drafts, a person sends
Access
ENFORCED RULEPurchase sees rates and vendors; stores sees quantities, not prices; the MD sees everything; shift supervisors see only their sheet
Where it runs
ENFORCED RULEYour server in the office or your cloud account; the ERP is read, never written to, without an approval
What the board sees at day 90
Modelled, with the inputs beside each number. Replace with your own.
- BOARD DELIVERABLE 01
Monday matching from three people to one approver.
Input300 invoices a week; today 3 people × 8 hours; after, one accounts head reviews an exception list of 10–20 items in under an hour.
- BOARD DELIVERABLE 02
Duplicate and variance invoices caught before posting.
Inputthe agent checks 100% of invoices against PO and GRN; today the check covers whatever three people reach by evening.
- BOARD DELIVERABLE 03
The MD's report at 8:30 am, every day.
Input90 minutes of assembly removed; the plant head's approval is the only human step.
- BOARD DELIVERABLE 04
Vendor compliance documents current.
Input120 active vendors; certificate expiry tracked; reminders drafted 30 days before.
- BOARD DELIVERABLE 05
A rate-contract question answered with the clause.
Input40 rate contracts and the quarter's invoices loaded; the answer names the vendor, the invoice and the clause.
Price band and what recurs
Transparent pricing with zero hidden seat taxes or foreign inference surcharges. Board-ready clarity.
First Neo Agent (invoice checks)
Per quarter
Second Neo Agent (MD's report)
Per quarter
Vectalk on invoices, contracts and vendor master
Licence and usage, yearly
One-time setup and the Monday workshop
Does not recur
FAQ
Straightforward answers to the compliance, security, and IT architecture questions boardrooms ask.
The agent reads documents the way a person would, not through a fixed template. Anything it cannot read with confidence goes to a person as an exception; it never guesses a number.
No. The ERP is read for matching. Posting happens only after the named approver clicks approve, and every posting is logged with who approved it.
The pilot is set up and run by NeoPhoenix; your accounts head needs to attend one workshop and approve one screen a day. The rules are documents, not code, so your team can change a tolerance without calling us.
Not to start. Most manufacturers begin with the invoice agent alone. The door is there when the purchase head wants to ask a question across contracts.
It stays on your server or your cloud account. Nothing goes to a public AI service.
Similar shape, different documents: see the D2C brand blueprint
Compare how this governed 90-day pilot architecture applies across adjacent operational models.
AI workers for the work nobody was hired to do.
Bring your most repetitive Monday.