Blend & Proof: Marry casks to spec
Build blend plans that hit flavor, color, ABV, filtration, cost, and inventory constraints before liquid is moved.
Turn candidate casks into a spec-true batch.
Blend & Proof searches the feasible space across casks, tank inventory, proofing water, filtration choice, and sensory targets. The result is a reviewable plan that shows why each cask belongs in the marriage.
- Balance flavor targets against age, inventory, and cost constraints.
- Predict proofing response before dilution water is added.
- Guard chill-filtration decisions against haze and flavor loss.
Distance to spec closes before production starts.
The agent scores candidate blends against the release target, then simulates dilution and filtration impacts. Operators see the gap to spec, the limiting attributes, and a controlled procedure for execution.
- Target profile is expressed as measurable and sensory dimensions.
- ABV correction is calculated with temperature and volume context.
- Exception cases route to human approval before tank commitment.
Capabilities
Focused controls for the work that determines yield, quality, loss, and release confidence.
Blend optimization
Find cask and tank proportions that match profile, age, color, cost, and volume constraints.
Proofing control
Calculate dilution and resting plans that land on ABV without repeated correction loops.
Chill-filtration guardrails
Predict haze risk and flavor impact, then recommend filter settings by product.
Spec explanation
Show which casks drive vanilla, fruit, smoke, oak spice, mouthfeel, and color.
Inventory protection
Reserve rare or high-value casks when lower-cost combinations can hit the same target.
Grounded in plant evidence.
The agent reads operational signals, lab context, quality data, and business constraints before making a recommendation.
| Signal group | Examples | Status |
|---|---|---|
| Blend candidates | Cask IDs, tank lots, age, volume, proof, fill history, and reserve rules. | Used |
| Quality profile | Congeners, color, sensory scores, haze risk, and reference batch data. | Used |
| Proofing data | Water chemistry, temperature, ABV targets, volume correction, resting time. | Used |
| Business rules | Batch size, cost ceiling, label claim, release calendar, cask holdbacks. | Used |
A controlled marriage to tank
This is a genuine ordered execution path because liquid moves only after the plan is approved.
- Step 1CONTROLLED
Select candidates
Rank feasible cask sets and explain the tradeoffs.
- Step 2CONTROLLED
Simulate proof and filtration
Predict dilution response, haze risk, and flavor shift.
- Step 3CONTROLLED
Commit batch plan
Issue tank, proofing, resting, and inspection steps with audit logging.
Measured with run-level evidence.
Illustrative design-partner targets. Caskent ties each number to source signals and operator decisions.
Bounded autonomy, human approval, complete trace.
Every recommendation is grounded in data, constrained by recipe and safety limits, and written to the audit log with the source signals that produced it. SSO, RBAC, encryption, tenant isolation, and SOC 2 Type I work in progress support enterprise deployment.
Works with the rest of the stack
Caskent agents share evidence through the digital twin and audit layer, so each workflow improves the next one.
- 01Open →
Cask & Maturation
Warehouse aging, angel share, extraction, and release readiness.
- 02Open →
Robotic Bottling
Fill, cork, label, inspect, pack, and trace the line.
- 03Open →
Energy & Yield
Steam, recovery, spirit yield, feints, and loss optimization.
- 04Open →
Distillation and Maturation Digital Twin
Simulate cut, aging, blend, and release outcomes before action.
The blend plan gave production, QC, and the master blender the same evidence before anything moved into tank.
Put Blend & Proof under bounded autonomy.
Start with one line, warehouse zone, or production workflow. Prove the metric, review the log, then expand site by site.