Proved on your data · 8 to 12 weeks
Cut cost and grow margin, without replacing your ERP.
Freight, procurement, payables, and receivables. Agents run on the data you already have. You see a number before you commit to rollout.
Reduce cost
- 3 to 5%less freight and logistics spend
- >10%faster disputes, claims, and AP
Grow revenue
- 1 to 2%more revenue from a tighter SKU mix
- >2%EBITDA from cutting the long tail
One problem. One baseline. One KPI. Then we prove it on your files.
The problem
You already bought the ERP.
The work still lives in spreadsheets and email.
Freight bills, should-costs, invoices, and collections still wait on people. We put agents on that work — continuously, on your data.
3 to 5%
of freight spend leaks
Path decisions no TMS ever re-checks
Most
invoices only sampled, not audited
Overcharges wait for a manual review
Linear
AP and dispute cost vs headcount
Queues grow faster than people can read them
What is DiscvrAI?
DiscvrAI deploys AI agents on your existing ERP and operational data to recover margin in freight, procurement, AP, and collections. You get a number you can defend in 8 to 12 weeks, before any rollout.
Results
Proven outcomes from live deployments
3 to 5%
Logistics cost reduction
FlowPath, Supply Chain Suite, freight audit
>10%
Operations efficiency
ATM disputes, workflow automation, claims
1 to 2%
Revenue uplift
SKU rationalisation, demand-led growth
>2%
EBITDA improvement
Tail reduction and focused investment
Numbers from live deployments. Every engagement is scoped against your baseline before you commit.
How it works
What the agents actually do
Audit
Every contract, invoice, dispatch, or dispute in scope — not a sample.
Decide
A ranked recommendation, with your rules applied first.
Act
Your team still signs the consequential move. Agents prepare the case.
Record
The result and the trail go back to your ERP or WMS.
Where we deliver outcomes
Pick the problem. We will name the agent and the number to move.
Supply Chain & Logistics
Recover 3 to 5% of freight and logistics spend
Order-by-order dispatch decisioning, live OTIF, and freight visibility.
Freight bill audit on your existing ERP, WMS, and dispatch data.
Growth & Portfolio Intelligence
1 to 2% revenue, over 2% EBITDA from SKU focus
SKU rationalisation, demand forecasting, and portfolio analytics.
Cut the tail, invest where demand is, and give leadership one live view.
Customer & ATM Operations
>10% ops efficiency on dispute resolution
Evidence-based ATM dispute resolution: automated reading and cross-checking.
Confidence-scored routing. Not backlog triage.
Finance & Procurement
Recover material cost, cut AP effort, compress DSO
Live should-cost and procure-to-pay on one auditable trail.
Collections and cash application without scaling the finance desk.
Wealth & Capital Markets
Convert investor intent into sustained recurring plans
An agentic commerce layer embedded inside your app for AMCs, banks, and wealth platforms where most investor intent never converts.
DiscvrAI Studio
Each agent is a job we deploy for you. You do not buy software and install it yourself. Each card is a job. Open it to see the module already running for that job.
Dispatch Decision Agent
3 to 5% freight savingsDecide, order by order, whether a shipment should exist on this path at all.
See how we deploy thisFreight Bill Audit Agent
1 to 3% freight recoveryParse the contract, match the transaction, assemble the evidence pack.
See how we deploy thisNetwork Savings Replay Agent
8-week assessmentA defensible savings number on your own dispatch exports, order by order.
See how we deploy thisInvoice Match Agent
Cut manual AP effortNear-instant PO/GRN three-way matching with an audit-ready trail.
See how we deploy thisAP Exception Agent
Exceptions onlyRoute only genuine exceptions to a human, with evidence assembled.
See how we deploy thisShould-Cost & Rate Agent
Live should-cost you can defendA live should-cost you can defend, not last year's benchmark.
See how we deploy thisReceivables Agent
DSO and unapplied cashPrioritise what is owed, apply what arrived, flag the short-pay.
See how we deploy thisATM Dispute Evidence Agent
>10% ops efficiencyRead, cross-check, and score ATM dispute evidence in seconds, not hours.
See how we deploy thisWorkflow Triage Agent
Faster queue clearanceClassify document-heavy queues before they reach a human.
See how we deploy thisSKU Rationalisation Agent
1 to 2% revenue upliftCut the tail, invest where demand is, with a defensible workbench.
See how we deploy thisCOP Visibility Agent
Daily COP visibilityDaily cost of production per MT, reconciled from the plant data you already produce.
See how we deploy thisRecurring Investment Agent
Intent to funded planTurn investor intent into a completed, funded recurring plan.
See how we deploy thisHow we're different
Not another licence. Not an 18-month SI programme. Agents on your stack, one outcome at a time.
One outcome, priced that way
We start with one KPI and a baseline — freight, buying, AP, collections, or disputes. Not a licence. Not a feature list.
Live in the field, not a pitch deck
Studio is the list of jobs we deploy. Product pages are the modules already running for clients, with proof attached.
On the systems you already run
Agents read your ERP, WMS, plant systems, and exports. No replacement project. No 18-month implementation.
How it works
- Step 1
Pick one number to move
Agree the KPI, the baseline, and what “good” looks like. Scope is fixed before you spend on rollout.
- Step 2
Put agents on your data
We deploy the agents for that job on your ERP and file exports. Progress is measured against the baseline every week.
- Step 3
Your team still approves
Agents do the reading, matching, and ranking. People still sign price, payment, and credit.
- Step 4
Keep it, or stop
You own the code from day one. Add the next outcome if the number holds. No lock-in.
| Dimension | Traditional SI / internal build | DiscvrAI |
|---|---|---|
| Time to first outcome | 6 to 18 months | 8 to 12 weeks |
| Pricing model | T&M or license | Outcome-scoped pilot, then scale |
| Coverage | Sample-based audits | Continuous, agent-driven |
| Who owns the code | Vendor lock-in | You, from day one |
Works on your stack
SAP · Oracle · NetSuite · Microsoft Dynamics · Your TMS/WMS · CSV & Excel exports
Industries we work in
BFSI
Banks, ATM managed service providers and asset management companies run high-volume, evidence-heavy operations, dispute resolution, vendor…
Manufacturing & Industrial
Multi-plant process manufacturers, metals, cement, chemicals, FMCG, typically assemble cost-of-production, OTIF and freight visibility by…
Energy & EPC
Energy and EPC businesses share the same asset-heavy, multi-site cost and vendor management patterns as process manufacturing, daily…
D2C & Commerce
D2C and commerce businesses running multi-SKU, multi-distributor operations face the same OTIF, fill-rate and freight-cost visibility gaps…
Real Estate & Infrastructure
Real estate and infrastructure businesses run the same project-heavy, multi-entity cost and vendor management patterns DiscvrAI already…
Healthcare
Multi-facility healthcare operations run the same evidence-heavy workflow and financial consolidation patterns DiscvrAI already automates in…
What we've built
Anonymised outcomes from live forward-deployed engagements. See all case studies.
A large aluminium refinery assembled cost-of-production manually every month-end.
Month-end variance discovery became a daily, real-time view, no ERP change required.
A multi-plant cement manufacturer discovered energy and freight cost overruns only at month-end.
Cost overruns are now flagged and actioned within the month instead of after it closes.
A specialty chemicals manufacturer had no single source of truth across plant-level cost data.
Finance now interrogates a cost variance directly instead of waiting on a manual reconciliation.
Common questions
DiscvrAI deploys AI agents on your existing ERP and operational data to recover margin in freight, procurement, AP, and collections. You get a number you can defend in 8 to 12 weeks, before any rollout.
Our engineers work inside your team, with your tools and your data. Not a vendor who drops a report and leaves. The engagement is priced against one outcome, not hours billed.
SIs sell time. SaaS vendors sell licences you still have to implement. We deploy agents on the systems you already run, prove one number in 8 to 12 weeks, and you own the code from day one.
For freight, clients typically see 3 to 5% cost reduction from path decisions and bill audit. For SKU mix and demand, 1 to 2% revenue and more than 2% EBITDA are common targets. Every number is set against your baseline before we start.
No. We work on top of the ERP, WMS, and file exports your teams already use. No ERP change is required to start.
Most engagements go live in 8 to 12 weeks. A freight assessment can return a defensible savings number in the same window, on your own file exports, before any rollout.
Start with a fixed-fee assessment against one outcome. Scale only if the number clears your hurdle. You own the code, data, and models from day one.
8 to 12 weeks on your exports and operational data. A defensible outcome number before you commit to rollout.
Freight, AP, or collections — one outcome, on your files, before you commit to rollout.