Agents Problem Platform How it works About
Book a demo Get in touch
22 AI agents ยท Always running
Spotlightโœฆ

Your procurement team,
multiplied by 22 AI agents.

Not a copilot. Not a dashboard. A coordinated workforce of autonomous AI agents that runs your procurement operations end-to-end โ€” detecting problems, chasing suppliers, catching fraud, and processing invoices while your team sleeps. Human approval where it matters. Full automation everywhere else.

Spotlight ยท Agent Console
Agents active
22
Auto-resolved
94%
Awaiting you
3
Agent activity โ€” live
๐Ÿงพ
InvoiceAgent Analyzing โ€” 3-way match on INV-2849 Running
๐Ÿ”
FraudAgent Cleared INV-2847 โ€” false positive Auto โœ“
๐Ÿ“ฆ
POExecutionAgent Amendment on PO-1042 โ€” needs approval Your call
๐Ÿ“Š
SpendAgent Found $14,200 contract leakage โ€” reported Auto โœ“
Confidence
97% Auto-executing
22 specialist agents
Runs autonomously 24/7
Human approval on every high-stakes action
ERP-synced โ€” no migration required
Full audit trail on every decision
The agent workforce

22 AI agents.
One procurement operation.

Each agent specialises in its domain, runs autonomously, and escalates to humans only when confidence is low or stakes are high. Together they cover every stage โ€” from inventory signal to supplier payment โ€” continuously, in parallel, around the clock.

90%
Target automation rate
Transactions handled end-to-end by agents without human intervention. Tracked per agent and overall.
0
ERP writes without approval
Payments, vendor blocks, retroactive POs, master data changes โ€” agents always pause for human sign-off.
24/7
Always running
Proactive agents run on continuous schedules. Event-driven agents fire the moment a trigger arrives.
How agents decide

Every agent follows the same decision loop.

D
Detect
Notice a problem, trigger, or incoming event
โ†’
A
Analyze
Multiple tool calls to build full context
โ†’
P
Plan
Structured action proposal with confidence score
โ†’
E
Execute
Act โ€” or wait for human approval if required
โ†’
R
Report
Write to ERP, update dashboards, log reasoning
โ‰ฅ 95%

Agent executes autonomously

Routine decisions acted on immediately โ€” sending reminders, clearing false positives, updating ETAs.

70โ€“95%

Notifies you and waits

Agent has a plan, wants a second opinion. Surfaces the proposed action to the Approvals Inbox and pauses.

Below 70%

Halts and surfaces

Not enough confidence to proceed. Agent logs findings, flags for manual review, and stops โ€” never guesses.

The problem

Procurement has a data problem.
Agents solve it at scale.

Mid-market manufacturers lose significant money every year to procurement problems that are completely invisible โ€” until an agent catches them.

60%

60% of invoices arrive without a PO

Your AP team spends hours chasing who ordered what. The Invoice Agent reads the invoice, matches against ERP master data, and auto-generates the retroactive PO โ€” without a human touching it for clean cases.

4ร—

Four sources of spend leakage, always running

Contract rates ignored on POs. Purchases without POs. Early-pay discounts not captured. Same item from two suppliers at different rates. The Spend Intelligence Agent runs iterative analysis across all four โ€” every day.

22

22 agents watching what your team can't

Inventory at reorder point at 3am. Supplier cert expiring in 12 days. Fraud signal on an invoice that looks clean. Agents don't go home. The Orchestrator coordinates all 22 โ€” routing events, resolving ambiguity, running the operation.

โœฆ

Spotlight โ€” not a tool your team uses. An AI workforce that runs procurement for them.

Do the math
What are agents recovering for companies like yours?

Adjust to your business. Agents recover across each category continuously โ€” not on request.

Your numbers
Annual spend $10M
Invoices per month 200
% invoices without PO 60%
Active supplier contracts 12
Estimated annual recovery by agent
Contract leakage (Contract Agent)
$0
Maverick spend (Invoice Agent)
$0
Early-pay discounts (Payment Agent)
$0
Consolidation (Spend Intelligence)
$0
Total recoverable per year
$0
Where the money goes

Four leakage agents.
Always running.

Agents cross-reference invoices, contracts, and payment records in real time โ€” not on a weekly report cycle. ERP stores transactions. Spotlight runs the analysis.

Contract Agent ยท Engine 01

Are you paying above your contracted rate?

The Contract Agent extracts rate terms from supplier contracts using AI, then checks every PO line in real time. Overpayments flagged on the PO, not months later.

Caught automatically: Contract rate for steel plate is $4.20/Kg. Latest PO at $4.25/Kg โ€” flagged as $0.05/Kg leakage across the full order quantity.
Invoice Agent ยท Engine 02

Do you know what's bought without a PO?

The Invoice Agent flags every invoice line without a linked PO as uncontrolled spend. For clean cases, it auto-creates the retroactive PO. For unclear cases, it escalates.

Caught automatically: Emergency MRO purchase of $800, ordered without a PO. Surfaced and resolved without AP team involvement.
Payment Agent ยท Engine 03

Are you capturing the discounts you negotiated?

The Payment Agent parses early-pay discount patterns from contract documents and batches payment runs specifically to maximise discount capture โ€” zero manual tracking.

Captured automatically: 2% discount if paid within 10 days. Payment Agent batches and executes before the window closes every time.
Spend Intelligence ยท Engine 04

Same item. Two suppliers. Different rates?

The Spend Intelligence Agent iteratively queries spend data, deciding what to investigate next based on what it finds. Consolidation opportunities emerge from this analysis automatically.

Found automatically: Corrugated boxes from BoxCo at $2.75 and WrapTech at $3.10. Agent quantifies $0.35/unit savings opportunity across all volume.
6
Fraud signals scored per invoice
The Fraud Agent investigates โ€” not just scores. Builds evidence across vendor history, payment patterns, and duplicate clusters before recommending action.
22
Agents running in parallel
While your team reviews exceptions, agents are chasing suppliers, monitoring inventory, checking compliance certs, and preparing negotiation briefs simultaneously.
0
ERP writes without approval
Payments, vendor blocks, retroactive POs, and master data changes always wait for a human to sign off โ€” regardless of confidence score.
The platform
One platform. 22 agents. The full source-to-pay cycle.

Every module powered by specialist agents running in the background. All synced from your ERP. No data migration. No integration project.

โšก Invoice Agent + Email Intelligence Agent

Invoice Intelligence

The Invoice Agent processes every inbound invoice the moment it arrives โ€” extracting, matching, fraud-scoring, and creating retroactive POs autonomously. Reviewers see only exceptions.

Agent extracts line items with per-field confidence scoring
Autonomous 3-way match: invoice vs PO vs goods receipt
Retroactive PO creation: agent handles the 60% problem automatically
Duplicate detection before payment โ€” caught by agent, not reviewer
Human review queue surfaces only exceptions, not every invoice
โšก PO Execution Agent + Budget Requisition Agent

Purchase Orders

Budget Requisition Agent validates PRs, auto-approves routine requests, converts approvals to POs. PO Execution Agent tracks every open PO โ€” chasing suppliers, monitoring SLAs, logging every event.

PR validation, DoA routing, and auto-approval for routine requests
PO Execution Agent chases suppliers autonomously โ€” no manual reminders
Retroactive PO from invoice โ€” the 60% problem, solved by agent
Full document chain: MR โ†’ PO โ†’ Receipt โ†’ Invoice, agent-maintained
โšก Master Data Agent

Master Data Management

The Master Data Agent continuously scans supplier and item records for duplicates, gaps, and stale data. Proposes corrections enriched from purchase history โ€” surfaces them for approval before anything touches the ERP.

Agent detects duplicate suppliers โ€” fuzzy-matching on name, tax ID, address
Lead time and MOQ derived automatically from PO history
Enrichment proposals with confidence levels and source attribution
Diff-and-approve before any ERP write โ€” agent never overwrites unilaterally
โšก Supplier Intelligence Agent

Supplier Intelligence

The Supplier Intelligence Agent monitors the full supplier base continuously. Risk signals detected and escalated automatically. NL queries answered by iterative ERP data fetching โ€” grounded in real numbers.

Agent refreshes scorecards automatically as new POs and receipts arrive
Single-source and concentration risk detected proactively โ€” not on request
Agent escalates high-risk supplier signals before they become problems
NL queries answered with iterative ERP fetching โ€” no hallucinations
โšก Contract Agent + Negotiation Agent

Contract Management

The Contract Agent extracts rate terms using AI, monitors every PO against contracted rates in real time, and flags expiry in advance. When renegotiation is warranted, the Negotiation Agent builds a complete brief.

AI extracts rate terms, payment schedules, discount structures from documents
Agent checks every PO line against contract โ€” leakage flagged immediately
Negotiation Agent builds briefs from market data and supplier history
No autonomous supplier messaging โ€” every communication approved by you
โšก Wired into PO Execution, Invoice, and Compliance agents

Supplier Portal

Portal actions aren't isolated โ€” they're signals that fire directly into running agent workflows. A supplier acknowledging a PO updates the PO Execution Agent instantly. An invoice submission spawns an Invoice Agent workflow immediately.

PO acknowledgment โ†’ instant signal to PO Execution Agent
Invoice submission โ†’ Invoice Agent workflow spawned immediately
Delivery ETA updates โ†’ buyer's dashboard updated in real time
No parallel data systems โ€” portal writes to the same tables agents use
โšก Spend Intelligence Agent + Market Intelligence Agent

Spend Analytics

The Spend Intelligence Agent runs iterative analysis โ€” not a single-pass summary. It decides what to investigate next based on what it finds. The Market Intelligence Agent benchmarks contract rates against live market prices.

Agent runs iterative spend queries โ€” not a dashboard you pull once a week
Market Intelligence Agent flags renegotiation opportunities automatically
NL queries with hallucination prevention โ€” every number cross-checked vs ERP
Insights include severity, evidence, and recommended action
โšก Sourcing Agent + Supplier Intelligence Agent

Sourcing

Describe what you need in plain English โ€” the Sourcing Agent queries Supplier Intelligence and returns ranked matches. RFQ drafting, sending, evaluation, and award recommendation all handled by the agent. Award requires your approval.

NL supplier discovery โ€” agent calls Supplier Intelligence for ranked matches
Agent drafts RFQ from requirement description โ€” buyer reviews before sending
Agent evaluates responses and scores side-by-side
Award recommendation requires explicit buyer approval
โšก Fraud Agent

Fraud Detection

The Fraud Agent doesn't just score โ€” it investigates. When a signal fires, it fetches vendor payment history, checks duplicate clusters, and cross-references known patterns before recommending action.

6 signals scored automatically: threshold splitting, round numbers, after-hours, sequential IDs, PO inflation, duplicate proximity
Agent investigates every signal โ€” not just flags it
High-confidence false positives cleared automatically
Payment holds and vendor blocks always require explicit human approval
โšก PO Execution + Shipment Tracking + Goods Receipt agents

PO Execution

Three agents coordinate the post-PO lifecycle. PO Execution monitors confirmations and chases suppliers. Shipment Tracking monitors DHL/FedEx from ship to delivery. Goods Receipt handles physical receipt, closes the 3-way match, and escalates discrepancies.

PO Execution Agent sends supplier reminders โ€” no manual chasing
Carrier tracking monitored continuously from ship to delivery
Goods Receipt Agent closes 3-way match and flags discrepancies immediately
Discrepancies above threshold auto-escalate to Dispute Resolution Agent
How it works

ERP-synced. Agent-run.
Live on day one.

Spotlight keeps a live sync of your ERP data in its own database. Agents read fast, operate independently of ERP uptime, and write approved actions back automatically.

Every agent action is durable โ€” decisions survive restarts, approvals are never lost, and failed actions retry automatically. Every step is logged with agent reasoning, tool calls, confidence score, and reviewer identity.

01

Connect your systems

Spotlight connects to your ERP (ERPNext, NetSuite), email infrastructure (IMAP, Gmail, Outlook), and carrier APIs (DHL, FedEx). Data syncs into Spotlight's own database. Agents start running immediately.

02

Agents go to work

22 specialist agents begin running immediately. Proactive agents start their monitoring loops. Event-driven agents wait for triggers. The Orchestrator Agent routes every incoming event to the right specialist.

03

You handle exceptions

The Approvals Inbox surfaces everything agents need a human for โ€” proposed action, confidence score, reasoning, and approve/reject in one place. Your team focuses on decisions, not data entry.

Who it's for

Built for mid-market manufacturers.
Not retrofitted from enterprise.

AP Teams

Stop processing invoices. Let the agent do it.

The Invoice Agent extracts, matches, scores, and routes every invoice the moment it arrives. Your AP team sees only exceptions โ€” not the 94% the agent handles autonomously.

Invoice Agent processes and matches automatically
Fraud Agent investigates signals before you see the invoice
Retroactive PO creation โ€” agent handles the 60% problem
Payment Agent captures early-pay discounts without manual tracking
Procurement Teams

From transaction processors to strategy directors.

Agents handle the routine โ€” chasing suppliers, monitoring contracts, checking compliance certs. Your team directs strategy: what to negotiate, who to onboard, which categories to prioritise.

Contract Agent monitors compliance per PO line in real time
Market Intelligence Agent flags renegotiation opportunities
Spend Intelligence Agent runs iterative analysis daily
Sourcing Agent manages RFQ lifecycle from discovery to award
Operations Leaders

Full visibility, without building it yourself.

The Reporting Agent aggregates what all 22 agents did this week โ€” savings captured, automation rate, exceptions escalated, supplier risks flagged โ€” and delivers it as an executive summary.

PO Execution Agent tracks every open order live
Inventory Agent prevents stockouts before they happen
Reporting Agent delivers weekly CPO dashboard automatically
Agent automation rate: the one metric that shows ROI
About Zomnov

We built the agentic procurement platform we couldn't find anywhere else

Zomnov was founded by a team with deep roots in AI and enterprise software. We watched procurement teams at mid-market manufacturers spend their days on work that should have been automated years ago.

The tools available were either massive enterprise platforms that took months to implement, or lightweight tools that just moved the manual work around without eliminating it. None deployed real AI agents that could actually do the work.

Spotlight is 22 specialist agents, coordinated by an Orchestrator, running continuously. Not a copilot. Not a dashboard. A procurement operation that runs itself.

AK

Ankit D Mohapatra

CTO & Co-Founder

LinkedIn โ†’
JK

Jiri Kapralek

CEO & Co-Founder

LinkedIn โ†’
See the agents in action

What does 22 AI agents
running your procurement look like?