Proved ROI on your data · 8 to 12 weeks
Turn operational leakage into measurable margin.
Reduce cost and grow revenue on the operational problems ERP never fixed — freight, AP, disputes, and growth drag.
Reduce cost
- 3 to 5%Logistics & freight spend
- >10%Ops efficiency on disputes & workflows
Grow revenue
- 1 to 2%Revenue uplift from SKU focus
- >2%EBITDA from tail reduction
Named agents on your existing data. One KPI, one baseline, proved before you commit to rollout.
The problem
Enterprises bought the software. The work still runs in spreadsheets, email, and portals.
Despite ERP, TMS, and AP tools, margin leaks because nobody audits every transaction, resolves every dispute, or decides every path — continuously.
3 to 5%
logistics spend leakage
Hidden in path decisions no TMS evaluates
Most
freight invoices sampled, not deeply audited
Overcharges sit until a manual review
Linear
AP & dispute cost vs headcount
Queues grow faster than teams can read evidence
What is DiscvrAI?
DiscvrAI solves operational margin problems by deploying named agents on your stack. Product pages show the production modules already running in the field.
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
How context becomes action
Audit
Contracts, invoices, dispatches, and disputes — full coverage on what you scope.
Decide
Confidence-scored recommendations with policy and feasibility applied first.
Execute
Human-in-the-loop on consequential actions. Agents prepare; your team approves.
Record
Results and audit trails back to your ERP, WMS, or operational systems.
Where we deliver outcomes
Organised by the problem you need solved, not a product catalogue. Pick your vertical and we'll scope the outcome.
Supply Chain & Logistics
Recover 3 to 5% of freight and logistics spend
Order-by-order dispatch decisioning, live OTIF and freight visibility, and freight bill audit. Built on your existing ERP, WMS, and dispatch data.
Finance & AP Operations
Cut manual AP effort, close audit gaps
Vendor onboarding through payment on one auditable platform: PO/GRN matching, query resolution, and reconciliation without scaling headcount.
Customer & ATM Operations
>10% ops efficiency on dispute resolution
Evidence-based ATM dispute and complaint resolution: automated reading, cross-checking, and confidence-scored routing. Not backlog triage.
Growth & Portfolio Intelligence
1 to 2% revenue, over 2% EBITDA from SKU focus
SKU rationalisation workbench, demand forecasting, and portfolio analytics. Cut the tail, invest where demand is, and give leadership one live view.
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
Studio names what we deploy for your problem. You do not install it yourself. Pick the agent that matches your problem — each links to the production module already running in the field.
Dispatch Decision Agent
Decide, order by order, whether a shipment should exist on this path at all.
See how we deploy this
Freight Bill Audit Agent
Parse the contract, match the transaction, assemble the evidence pack.
See how we deploy this
Network Savings Replay Agent
A defensible savings number on your own dispatch exports, order by order.
See how we deploy this
Invoice Match Agent
Near-instant PO/GRN three-way matching with an audit-ready trail.
See how we deploy this
AP Exception Agent
Route only genuine exceptions to a human, with evidence assembled.
See how we deploy this
ATM Dispute Evidence Agent
Read, cross-check, and score ATM dispute evidence in seconds, not hours.
See how we deploy this
Workflow Triage Agent
Classify document-heavy queues before they reach a human.
See how we deploy this
Recurring Investment Agent
Turn investor intent into a completed, funded recurring plan.
See how we deploy this
How we're different
Not deep tech for the sake of tech. Not another SaaS license. Outcome-scoped agents deployed on your stack — with production modules behind them, not a catalog pitch.
Problem-first, outcome-priced
Every engagement starts with one KPI, a baseline, and a value estimate — freight, AP, disputes, or growth. Not a license. Not a feature list.
Agents in production, not slide decks
DiscvrAI Studio names what we deploy. Product pages show the modules already running in the field — with case studies and depth when you need it.
Built on what you already run
Agents connect to your ERP, WMS, plant systems, and the exports your teams already produce. No replacement project. No 18-month implementation.
How it works
- Step 1
Scope the outcome
Agree one KPI, a baseline, and a defensible value estimate. The pilot scope is fixed before you commit.
- Step 2
Deploy agents
Named agents from DiscvrAI Studio go live on your data — scoped to the business case, measured against the baseline weekly.
- Step 3
Run & measure
Agents automate workflows and surface exceptions. Humans approve what matters. Outcomes are tracked against the baseline weekly.
- Step 4
Scale or exit
You own the code from day one. Expand module by module or outcome by outcome. No lock-in and no dependency on us to keep it running.
| 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 payments, fund distribution, largely on manual review today. DiscvrAI automates the evidence-reading and reconciliation layer underneath these processes without replacing core banking, switch, or distribution systems.
Manufacturing & Industrial
Multi-plant process manufacturers, metals, cement, chemicals, FMCG, typically assemble cost-of-production, OTIF and freight visibility by hand every month-end, finding overruns and leakage weeks after they happened. DiscvrAI builds the daily, always-current view directly on top of existing plant, ERP and WMS data.
Energy & EPC
Energy and EPC businesses share the same asset-heavy, multi-site cost and vendor management patterns as process manufacturing, daily cost-of-production visibility, vendor payment automation, and consolidated reporting across sites.
D2C & Commerce
D2C and commerce businesses running multi-SKU, multi-distributor operations face the same OTIF, fill-rate and freight-cost visibility gaps as traditional FMCG distribution, compounded by faster inventory cycles. DiscvrAI gives operations and finance teams one live view built on existing SAP, WMS and email data.
Real Estate & Infrastructure
Real estate and infrastructure businesses run the same project-heavy, multi-entity cost and vendor management patterns DiscvrAI already automates elsewhere. This is an emerging area for us, not a proven vertical yet.
Healthcare
Multi-facility healthcare operations run the same evidence-heavy workflow and financial consolidation patterns DiscvrAI already automates in BFSI and manufacturing. This is an emerging area for us, not a proven vertical yet.
What we've built
Anonymised outcomes from live forward-deployed engagements. See all case studies.
Metals
Daily COP visibilityA 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.
Cement
In-month cost overrun detectionA 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.
Chemicals
Same-day cost variance accessA 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
What is DiscvrAI?+
DiscvrAI solves operational margin problems — logistics leakage, AP backlog, dispute queues, growth drag — by deploying named agents on your ERP, WMS, and operational data. Studio names what we deploy; product pages show the production modules already running in the field. Every engagement is outcome-scoped in 8 to 12 weeks.
What does forward-deployed mean?+
Our engineers work inside your team with your tools, rituals, and data. Not as an outside vendor dropping off deliverables. Engagements are scoped around a business outcome, with pricing tied to the value delivered rather than hours billed.
How is DiscvrAI different from a traditional SI or SaaS vendor?+
Traditional SIs sell time and materials over multi-quarter projects. SaaS vendors sell licenses for tools you still have to implement yourself. DiscvrAI forward-deploys a team with its own platform and agents, scopes every engagement to one measurable outcome, and ships production results in 8 to 12 weeks on your existing systems.
What outcomes can we expect from a supply chain engagement?+
For logistics and freight, clients typically see 3 to 5% cost reduction through dispatch decisioning, consolidation, and freight bill audit. For SKU rationalisation and demand-led growth, revenue uplift of 1 to 2% and EBITDA improvement above 2% are common targets. Every number is scoped against your baseline before the pilot starts.
Do we need to replace our ERP?+
No. DiscvrAI builds on top of the ERP, WMS, MES, CRM, and file exports your teams already use. No ERP change is required to start.
How long does a typical pilot take?+
Most operations engagements go live in 8 to 12 weeks. Supply chain assessments like FlowPath can produce a defensible savings number in the same window, on your own file exports, before any rollout commitment.
How is pricing structured?+
Engagements start as a fixed-fee outcome pilot with milestone checkpoints. That is the fastest way to prove value before committing further. Broader transformation work can be priced against the outcome achieved, not hours billed. 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.
Supply chain replay, AP baseline, or dispute queue diagnostic — scoped to one outcome on your data before you commit to rollout.