Predictika · Packaging machinery quotes
An AI sales agent prepares a quote for Volpak (Coesia) horizontal stand-up pouching machines: a model from the SC+, SI, SL F, SM+ or SP series with a filler, zipper or spout options, a service plan and a discount. Before it goes out, the agent sends it to Predictika, which checks it against a declarative model and returns a verdict, every reason, a line-item quote and the figures it computed. The model names, maximum pouch volumes and maximum speeds are from Coesia's public pages; the option rules, approval thresholds and prices on this page are modeled, not Volpak's.
This validator models quotes for Volpak horizontal stand-up pouching machines, not just the scenarios shown below.
What is public and what is modeled. Coesia's public pages give the model names and each model's maximum pouch volume and maximum speed used here. The rest is modeled from comparable pouching machines and is not Volpak-published: the 50 ml minimum pouch, the zipper speed limit of 80 percent, the spout limits, which filler suits which product, the service plan range, the approval thresholds and every price. Volpak machines are engineered to order and quoted on request; prices here are illustrative. Any Volpak horizontal stand-up pouching quote that touches these rules is in scope, as modeled. Not covered: flat pouch and flow-pack machines, Enflex machines, premade pouch lines, hybrid lines, other Coesia brands, spares, freight and taxes.
7 scenarios in 3 groups · each group runs from the agent’s first attempt to the outcome · click one to switch
Illustrative agent statement. The validator receives the structured request below.
Proposing agent: AI sales agent (scripted)
Before sending, the agent must call Recorded run
What this means
Our assessment of what a typical rules-based CPQ (product rules, price rules and validation rules, as in Salesforce CPQ) does with the same cases. It is a judgment about effort and reliability, not a claim that nothing can be built.
| What the validator caught | Typical rules-based CPQ | Predictika |
|---|---|---|
| Pouch volume and speed against each model | Only with care Each model has its own maximum volume and speed, so each model needs its own set of rules. | The model is looked up on every call and the pouch, the speed and the options are checked together. |
| Options that slow the machine down | Only with workarounds A zipper or a spout lowers the usable speed, which is a rule linking the option, the speed and the model on different lines. | The model, the options and the speed travel in one request and are checked together. |
| Filler that must suit the product | Only with care A product rule per product and filler pairing; each new filler or product adds more rules. | Product and filler are in one request and the pairing is checked with everything else. |
| Stated figures that must match computed ones | Only with care A typed speed or net price can be compared with a computed one, but each comparison is a separate validation rule. | The stated figures travel with the quote and are compared on every call. |
| Discount thresholds | Easy A discount approval rule is a standard CPQ feature. | The same threshold is checked with everything else. |
| Every problem returned in one answer | Only with workarounds A rep often fixes one error and meets the next. | All findings come back together, whatever order the choices arrived in. |
Every rule is checked on every call, in any order the choices arrive; one problem never hides another. Blocking findings stop the quote; approval findings need a person to sign off; everything else is computed. The option rules and prices are modeled, not Volpak's own.
| 1 | The quote has no machines. |
| 2 | A pouch of 2,501 ml is over the 2,500 ml maximum of this machine. |
| 3 | A pouch of 49 ml is below the 50 ml minimum. |
| 4 | The line needs 240 pouches a minute, within 5 percent of the 240 rated; an application engineer should confirm the speed. |
| 5 | The line needs 241 pouches a minute; this machine is rated for 240 pouches a minute. |
| 6 | This filler does not suit the product; liquids use a pump or piston filler, viscous products a piston filler and dry products a weigher. |
| 7 | Zipper pouches run at up to 80 percent of the rated speed; 193 pouches a minute is over that for a 240 pouches a minute machine. |
| 8 | Spouted pouches run at up to 120 pouches a minute; the line needs 121. |
| 9 | The spout fitment is not available on the SC+ continuous platforms. |
| 10 | A pouch cannot have both a zipper and a spout fitment. |
| 11 | A service plan of 0 years is outside the 1 to 5 year range. |
| 12 | A service plan of 5 years needs a service manager to confirm the spares cover. |
| 13 | A discount of 7 percent is above the 6 percent a sales rep can give; a sales manager should approve it. |
| 14 | The discount of 16 percent is outside the 0 to 15 percent range. |
| 15 | An order of 4 machines is a multi-line project; a project manager should review delivery and commissioning. |
| 16 | The quote states a rated speed of 300 pouches a minute; this model is rated for 240. |
| 17 | The quote states a net price of $0.01; the illustrative prices give $615,000.00. |
The recorded result of the validator for each scenario on this page: the request the AI agent sent, the verdict, and every finding, in the order they appear above.
The agent's request. Please quote 2 Volpak SL 170F horizontal stand-up pouching machines for 1,500 ml liquid pouches at 120 pouches a minute, with a pump filler, with a zipper and a 2-year service plan. The quote states a rated speed of 60 pouches a minute and a net price of $886,000.00. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote 2 Volpak SI 280 horizontal stand-up pouching machines for 1,500 ml liquid pouches at 120 pouches a minute, with a pump filler, with a zipper and a 2-year service plan. The quote states a rated speed of 240 pouches a minute and a net price of $1,286,000.00. It is ready to send.
Verdict: Allowed.
The agent's request. Please quote 2 Volpak SC+ 180 horizontal stand-up pouching machines for 800 ml liquid pouches at 350 pouches a minute, with a pump filler, with a zipper and a spout fitment and a 3-year service plan and a discount of 8 percent. The quote states a rated speed of 400 pouches a minute and a net price of $2,636,720.00. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote 2 Volpak SI 280 horizontal stand-up pouching machines for 800 ml liquid pouches at 120 pouches a minute, with a pump filler, with a spout fitment and a 3-year service plan and a discount of 8 percent. The quote states a rated speed of 240 pouches a minute and a net price of $1,242,000.00. It is ready to send.
Verdict: Needs approval.
The agent's request. Please quote 2 Volpak SI 280 horizontal stand-up pouching machines for 800 ml liquid pouches at 120 pouches a minute, with a pump filler, with a spout fitment and a 3-year service plan and a discount of 6 percent. The quote states a rated speed of 240 pouches a minute and a net price of $1,269,000.00. It is ready to send.
Verdict: Allowed.
The agent's request. Please quote 1 Volpak SI 190 horizontal stand-up pouching machine for 1,000 ml dry pouches at 90 pouches a minute, with a pump filler, with a zipper and a 2-year service plan. The quote states a rated speed of 120 pouches a minute and a net price of $1.00. It is ready to send.
Verdict: Blocked.
The agent's request. Please quote 1 Volpak SI 190 horizontal stand-up pouching machine for 1,000 ml dry pouches at 90 pouches a minute, with a weigher, with a zipper and a 2-year service plan. The quote states a rated speed of 120 pouches a minute and a net price of $601,000.00. It is ready to send.
Verdict: Allowed.
The text of the narrated walkthrough, step by step.