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TSRB Systems

PI-Estimator

Turn manufacturing geometry into quoting intelligence.

PI-Estimator analyzes CAD geometry, manufacturing features, dimensional controls and process requirements to help manufacturers build faster, more consistent and more defensible machining estimates.

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The problem is not opening the CAD file.

The problem is understanding what that geometry means to manufacturing before you commit to a price.

Estimating depends on experience

Experienced estimators recognize difficult geometry, tight tolerances, unusual tool access and inspection requirements almost instinctively. That knowledge can be difficult to reproduce consistently across an organization.

Complexity is easy to underestimate

A part that appears straightforward may contain compound holes, multiple machining orientations, controlled datums, 3D surfaces and tolerance requirements that dramatically affect manufacturing cost.

Slow quotes lose opportunities

The longer engineering spends interpreting an RFQ, the longer the customer waits. But rushing the estimate can expose the manufacturer to margin loss.

PI-Estimator helps answer the questions behind the quote.

Instead of treating a STEP model as a picture, PI-Estimator is designed to interpret manufacturing characteristics that influence routing, machining time, inspection effort and ultimately selling price.

What geometry are we actually dealing with?

Analyze solids, faces, edges, dimensions, volume, surface area and geometric characteristics.

What manufacturing features exist?

Recognize holes, pockets, slots, channels, steps, bosses and complex compound features.

Where is the manufacturing risk?

Identify tight tolerances, restricted access, multiple orientations, complex 3D surfaces and enhanced inspection requirements.

What will it probably take to manufacture?

Generate a preliminary process route, estimated setup requirements, machining operations and inspection allowances.

Demonstration Analysis

From STEP model to manufacturing intelligence

PI-Estimator concepts were applied to the NIST FTC-06 AP242 STEP manufacturing test model together with its fully toleranced manufacturing drawing.

Analysis Item Detected Result
Valid solids1
Faces187
Edges573
Vertices527
Overall envelope12.000 × 9.850 × 3.850 in
Finished volume≈202.82 in³
Surface area≈439.28 in²
Planar faces71
Cylindrical faces88
Conical faces8
Spherical faces8
Toroidal / fillet faces12

Feature recognition matters because surfaces are not operations.

A manufacturing estimator cannot simply count cylindrical CAD faces and call each one a hole. Compound geometry must be interpreted as manufacturing features.

≈16
Explicit drilled-hole features identified
≈3
Major pocket / channel regions
0
Clearly identified threaded features

PI-Estimator is intended to distinguish manufacturing concepts such as open pockets, closed pockets, slots, steps, channels and compound holes rather than reducing them to generic CAD surface counts.

Geometry tells you what to cut. Tolerances tell you how difficult it will be.

The NIST example contains substantial PMI and dimensional control, allowing PI-Estimator to identify features that may require precision machining and enhanced inspection.

Hole tolerances
Examples include Ø0.562 ±0.008, Ø0.415 ±0.008, Ø0.281 ±0.008 and Ø0.250 ±0.008.
Position control
Positional tolerances approach Ø0.015 in on selected features.
Datum structures
Multiple datum systems are included throughout the manufacturing definition.
Surface control
Surface geometric controls are present even though an explicit Ra roughness value is not specified.

Just as important: PI-Estimator should know what not to assume.

No material specified?
The estimator should request it rather than silently selecting a material.

No thread specification?
A cylindrical feature should not automatically be interpreted as threaded.

No Ra surface finish?
A profile tolerance should not be converted into an invented roughness requirement.

Complex geometry but no conventional undercut?
The system can distinguish restricted tool access from an actual undercut requirement.

From feature recognition to a preliminary manufacturing route

Once the geometry and manufacturing controls are understood, PI-Estimator can begin constructing an initial process plan.

1. Saw billet
2. Datum/base roughing
3. Major pocket and channel machining
4. Opposite-side and lug machining
5. Transverse feature machining
6. 3D contour machining
7. Drill, bore and finish precision holes
8. Deburr
9. CMM inspection
Machine strategy:
3-axis machining is possible but would require multiple setups.
3+2 machining is appropriate.
5-axis machining is preferred where reducing setup count and access risk provides economic benefit.

Build the estimate — and expose the assumptions.

Geometry analysis produces facts. Machining-time estimation introduces assumptions. PI-Estimator is designed to keep those two things separate.

Operation Estimated Time
Saw / material preparation10–15 min
Setup and indicating90–120 min
CNC rough milling150–210 min
CNC finish milling90–130 min
3D contour machining60–90 min
Drilling / boring35–50 min
Manual deburring30–45 min
Inspection / CMM75–120 min
Handling / tool-change allowance30–45 min
Planning estimate: approximately 11 direct manufacturing hours

Estimated range: approximately 9–13 hours prior to CAM simulation and final manufacturing engineering review.

Material utilization becomes quoting intelligence.

Starting from the detected model envelope, PI-Estimator can establish a preliminary raw-material requirement and calculate the amount of stock likely to become chips.

12.25 × 10 × 4
Example starting billet, inches
490 in³
Starting billet volume
≈59%
Estimated material removal

Material selection remains a required quoting input when it is absent from the supplied product definition. That matters: an aluminum and steel version of the same geometry can produce radically different material, machining and handling costs.

From manufacturing intelligence to an RFQ starting point

Using a one-off 6061-T6 aluminum assumption, PI-Estimator can combine process assumptions with shop-specific cost rates.

Cost Center Hours Rate Cost
CAM / programming3.0$110$330
Setup1.75$110$193
CNC machining7.0$125$875
Deburr0.6$60$36
CMM inspection1.5$100$150

Processing: $1,584

Material: $270

Tooling / consumables: $100

Direct estimated cost: $1,954

Example manufacturing overhead: $352


Estimated cost basis: $2,306

Illustrative selling price at 30% gross margin: ≈ $3,294

Important: These figures are demonstration assumptions rather than NIST-supplied manufacturing costs. PI-Estimator should use each manufacturer's actual material costs, machine rates, labor rates, overhead methodology and margin requirements.

A quote your estimator can review instead of build from scratch

PI-Estimator — Preliminary RFQ
$3,250–$3,500 each

Quantity: 1

Material assumption: 6061-T6 aluminum

Estimated manufacturing time: ≈11 hours

Estimated lead time: 7–10 business days after approval and material availability

Estimator Alert
Material is not specified in the supplied product definition. Estimate is provisional based on 6061-T6 aluminum.

Automate the analysis. Keep manufacturing judgment in control.

PI-Estimator is not intended to replace the estimator, manufacturing engineer or CAM programmer. It is intended to give them a much stronger starting point.

The system can expose detected facts, identify assumptions, highlight uncertainty and provide a preliminary route and cost model for expert review.

Why PI-Estimator?

Quote faster

Give estimators a structured starting point instead of beginning every RFQ with manual geometry interpretation.

Quote more consistently

Apply common feature, complexity, tolerance and costing logic across estimators and facilities.

Protect margin

Make difficult geometry, inspection requirements, setup complexity and uncertainty visible before a selling price is committed.

Capture manufacturing knowledge

Turn estimating experience into reusable rules instead of leaving critical knowledge only in the heads of experienced personnel.

Improve RFQ discipline

Clearly separate supplied requirements, detected facts and estimator assumptions.

Learn from actual production

Compare estimated routing, time and cost against actual manufacturing results to continuously improve future estimates.

Estimating becomes more powerful when it learns from production.

PI-Estimator fits naturally within the TSRB Systems Production Intelligence approach.

A conventional quoting system estimates what should happen. Production Intelligence can provide evidence about what actually happened.

CAD + PMI  →  Feature Intelligence  →  Process Estimate  →  Quote  →  Actual Production  →  Better Future Estimates

Machine time, setup duration, downtime, production rate and actual job performance can ultimately provide the feedback needed to improve estimating models instead of allowing quoting assumptions to remain static for years.

What if your next RFQ arrived already analyzed?

PI-Estimator is being developed to turn manufacturing product definition into actionable estimating intelligence — helping manufacturers respond faster while protecting the engineering judgment behind every quote.

Discuss PI-Estimator With TSRB Systems

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