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Construction · head to head

Adaptive vs ALICE Technologies

Adaptive logo

Adaptive

Construction

AI-assisted project accounting, job costing and payments for construction contractors

From
On request
Rated
-
Full reviewWebsite
ALICE Technologies logo

ALICE Technologies

Construction

Generative construction scheduling that produces and compares millions of build sequences

From
On request
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Adaptive revenue-band pricing means a company with high turnover and thin margins, such as a materials-heavy trade, pays as if it were far more profitable than it is, and there is no seat-count lever to bring the cost down.; ALICE Technologies the output is only as good as the recipes, and building accurate recipes is specialist modelling work most contractors cannot staff, so engagements depend on ALICE or a consultant doing it, which turns software into a services contract.
  • They diverge on capability: Adaptive covers AI invoice capture, ALICE Technologies covers Generative scheduling.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Adaptive and ALICE Technologies actually diverge.

Attributes where Adaptive and ALICE Technologies differ
AttributeAdaptiveALICE Technologies
PlatformsWeb, iOS, AndroidWeb, Windows

Identical on both: starting price (On request), pricing model (quote), free tier (No), user rating (Not yet rated), category (Construction).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Adaptive

  • AI invoice capture
  • Job costing
  • Approval routing
  • Lien waiver collection
  • Outbound payments
  • Owner billing
  • WIP reporting
  • Accounting sync

Only in ALICE Technologies

  • Generative scheduling
  • Recipe modelling
  • Optioneering
  • Schedule recovery
  • Resource levelling
  • 4D visualisation
  • P6 and MS Project import
  • Scenario comparison reports

What people use each for

The jobs each tool is most often brought in to do.

Adaptive

  • A specialty contractor drowning in vendor invoices that need coding to cost codes, where the bookkeeper is the bottleneck on closing the monthnot ALICE Technologies
  • A general contractor with dozens of project managers who all need to approve costs, and for whom per-seat construction ERP pricing is the reason field approval never got rolled outnot ALICE Technologies
  • A company that has outgrown QuickBooks for job costing but is not ready to spend a year implementing Sage 300 or Viewpointnot ALICE Technologies
  • A contractor whose lender or bonding agent wants a monthly WIP schedule that reconciles to the ledger without a two-day spreadsheet exercisenot ALICE Technologies

ALICE Technologies

  • A data centre programme where six months of earlier energisation is worth more than the entire construction management budget, and the owner wants evidence that a proposed sequence change actually delivers itnot Adaptive
  • A contractor facing liquidated damages that must decide between a second shift, a second crane and resequencing, and needs the cost and duration consequence of each before committingnot Adaptive
  • A bid team wanting to submit a shorter programme than competitors while proving to the client that the resource profile is achievable rather than optimisticnot Adaptive
  • A delay claim where the contractor must demonstrate to a client or adjudicator what the schedule would have looked like without a specific disruptionnot Adaptive

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Adaptive

  • Revenue-band pricing means a company with high turnover and thin margins, such as a materials-heavy trade, pays as if it were far more profitable than it is, and there is no seat-count lever to bring the cost down.
  • Back charge handling is a recurring complaint; contractors that routinely back charge subcontractors find the workflow does not model it cleanly and end up tracking it outside the system.
  • Budget structures are rigid relative to a full construction ERP, so companies that need to restructure cost codes mid-project or run multiple budget versions hit walls.
  • The QuickBooks sync has documented gaps, and because Adaptive sits alongside rather than replaces the ledger, any sync failure produces two sets of numbers that someone has to reconcile by hand.
  • It is a young company on a month-to-month contract with a Series A behind it, which cuts both ways: easy to leave, but the buyer carries the risk that a core accounting dependency changes ownership or direction.

ALICE Technologies

  • The output is only as good as the recipes, and building accurate recipes is specialist modelling work most contractors cannot staff, so engagements depend on ALICE or a consultant doing it, which turns software into a services contract.
  • Pricing is quoted per project or programme with no published rates, so the tool is effectively unavailable to anyone who cannot justify a bespoke enterprise negotiation.
  • It only pays back on projects where float has a high monetary value; on a mid-size commercial building the modelling effort exceeds the schedule saving, which is why the customer list skews to data centres, energy and heavy civils.
  • A generated schedule still has to be accepted by superintendents and subcontractors who did not build it, and adoption failures are usually social rather than technical: the field runs the plan it believes in.
  • The 2026 McKinsey alliance pushes distribution towards consulting-led engagements, which raises the effective cost of entry and makes the direct-purchase path less certain for a contractor that just wants a licence.

Pricing, plan by plan

Adaptive

On request
  • Adaptive$undefined/month
    • Priced by annual revenue band and workflow scope
    • Unlimited users included
    • Month-to-month billing

ALICE Technologies

On request
  • ALICE$undefined/year
    • Quoted per project or per programme
    • Generative scheduling and optioneering
    • Recipe modelling support

Which should you pick?

Choose Adaptive if

  • You need ai invoice capture.
  • You work on Web, iOS, Android.
  • You also want job costing.
Adaptive review

Choose ALICE Technologies if

  • You need generative scheduling.
  • You work on Web, Windows.
  • You also want recipe modelling.
ALICE Technologies review

Questions people ask

Is Adaptive or ALICE Technologies better?
Neither clearly leads. Adaptive starts at On request and ALICE Technologies at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Adaptive or ALICE Technologies?
Adaptive starts at On request and ALICE Technologies at On request.
Does Adaptive or ALICE Technologies run on more platforms?
Adaptive runs on Web, iOS, Android. ALICE Technologies runs on Web, Windows.
What is Adaptive best used for?
Adaptive is most often used for a specialty contractor drowning in vendor invoices that need coding to cost codes, where the bookkeeper is the bottleneck on closing the month, a general contractor with dozens of project managers who all need to approve costs, and for whom per-seat construction erp pricing is the reason field approval never got rolled out, a company that has outgrown quickbooks for job costing but is not ready to spend a year implementing sage 300 or viewpoint, a contractor whose lender or bonding agent wants a monthly wip schedule that reconciles to the ledger without a two-day spreadsheet exercise. Of those, a specialty contractor drowning in vendor invoices that need coding to cost codes, where the bookkeeper is the bottleneck on closing the month and a general contractor with dozens of project managers who all need to approve costs, and for whom per-seat construction erp pricing is the reason field approval never got rolled out are not what ALICE Technologies is typically brought in for.
What can Adaptive do that ALICE Technologies cannot?
Adaptive covers AI invoice capture, Job costing, Approval routing, Lien waiver collection. ALICE Technologies covers Generative scheduling, Recipe modelling, Optioneering, Schedule recovery.

Answered from the vendors’ own pages

Adaptive: How is Adaptive priced?

By annual revenue band and the scope of workflows automated, billed monthly, with unlimited users. Adaptive does not publish a rate card; third-party listings have quoted entry points in the several hundred to one thousand dollars a month range, but the figure is negotiated.

ALICE Technologies: What does ALICE actually produce?

A set of alternative construction sequences generated from your constraints, scored on duration, cost and resource use, so you can choose rather than accept one plan.

Adaptive: Does it replace QuickBooks or Sage?

No. It sits on top of your general ledger and syncs to it. You keep the accounting system you have.

ALICE Technologies: Does it replace Primavera P6?

No. It imports from and exports to P6. P6 remains the contractual schedule of record on most projects.

Adaptive: Is it a full construction ERP?

No. There is no payroll, equipment costing or inventory. It targets accounts payable, job costing, billing and payments.

ALICE Technologies: Is the company still operating?

Yes. ALICE is active as of 2026 and announced an alliance with McKinsey in April 2026 to deliver AI scheduling to McKinsey clients.

Adaptive: Who is it aimed at?

Construction companies roughly between $5m and $1bn in annual revenue, both general and specialty contractors.

ALICE Technologies: How much does it cost?

Not published. It is quoted per project or programme and typically includes modelling and onboarding services.

Adaptive: What happens to our data if we leave?

Adaptive syncs to your ledger, so the accounting record persists there. Extract documents and approval history before cancelling; month-to-month terms mean access ends quickly.

ALICE Technologies: What size project justifies it?

Projects where a week of schedule has a large monetary value: data centres, energy, industrial and major infrastructure. It is hard to justify on standard commercial building work.

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