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Aha! vs ALICE Technologies

Aha! logo

Aha!

Technology

Roadmapping software for product builders

From
$59/month
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: Aha! sold as eight separate products rather than one subscription, so Roadmaps, Discovery, Ideas, Whiteboards, Builder, Develop, Teamwork and Knowledge are each priced per user; 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: Aha! covers Strategic roadmaps, ALICE Technologies covers Generative scheduling.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Aha! and ALICE Technologies actually diverge.

Attributes where Aha! and ALICE Technologies differ
AttributeAha!ALICE Technologies
Starting price$59/monthOn request
Pricing modelUnknownquote
PlatformsWebWeb, Windows
CategoryTechnologyConstruction
Founded2013Unknown

Identical on both: free tier (No), user rating (Not yet rated).

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 Aha!

  • Strategic roadmaps
  • Release planning
  • Idea management
  • Requirements & user stories
  • Visual workflows
  • Gantt charts
  • Pivot tables
  • Custom scorecards

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.

Aha!

  • Product roadmapping linked to strategy and goalsnot ALICE Technologies
  • Collecting and scoring customer feedback through Ideasnot ALICE Technologies
  • Customer research and interview analysis with Discoverynot ALICE Technologies
  • Agile delivery tracking with Developnot ALICE Technologies
  • Internal product documentation with Knowledgenot 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 Aha!
  • 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 Aha!
  • 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 Aha!
  • A delay claim where the contractor must demonstrate to a client or adjudicator what the schedule would have looked like without a specific disruptionnot Aha!

Where each one falls short

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

Aha!

  • Sold as eight separate products rather than one subscription, so Roadmaps, Discovery, Ideas, Whiteboards, Builder, Develop, Teamwork and Knowledge are each priced per user
  • Roadmaps at $59 per user per month is expensive next to general project tools, and Discovery and Ideas add $39 each
  • The Develop integration with Roadmaps requires the Enterprise or Enterprise+ tier
  • Annual billing is by invoice only; monthly is card

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

Aha!

$59/month
  • Startup$29/month
    • All premium features
    • Discounted pricing for early-stage startups
  • Premium$59/month
    • Strategy setting
    • Roadmap creation
    • Feature prioritization
  • Enterprise$undefined/month
    • Unlimited reviewers and viewers
    • Advanced features
  • Enterprise+$undefined/month
    • Everything in Enterprise plus workflow automation
    • Capacity planning
    • Concierge support

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 Aha! if

  • You need strategic roadmaps.
  • You also want release planning.
Aha! 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 Aha! or ALICE Technologies better?
Neither clearly leads. Aha! starts at $59/month and ALICE Technologies at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Aha! or ALICE Technologies?
Aha! starts at $59/month and ALICE Technologies at On request.
Does Aha! or ALICE Technologies run on more platforms?
Aha! runs on Web. ALICE Technologies runs on Web, Windows.
What is Aha! best used for?
Aha! is most often used for product roadmapping linked to strategy and goals, collecting and scoring customer feedback through ideas, customer research and interview analysis with discovery, agile delivery tracking with develop. Of those, product roadmapping linked to strategy and goals and collecting and scoring customer feedback through ideas are not what ALICE Technologies is typically brought in for.
What can Aha! do that ALICE Technologies cannot?
Aha! covers Strategic roadmaps, Release planning, Idea management, Requirements & user stories. ALICE Technologies covers Generative scheduling, Recipe modelling, Optioneering, Schedule recovery.

Answered from the vendors’ own pages

Aha!: Does Aha! have a free tier?

No. Aha! offers a 30-day free trial without requiring a credit card, but there is no permanent free plan. Pricing starts at $59/user/month for Aha! Roadmaps.

Source
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.

Aha!: How is Aha! pricing structured?

Aha! uses per-user billing. Premium plan charges all users equally regardless of permission level. Enterprise plans only charge for workspace owners and contributors, with unlimited reviewers and viewers at no additional cost.

Source
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.

Aha!: Can I use Aha! offline?

Aha! is a cloud-based SaaS platform with no offline mode mentioned in documentation. All features require internet connectivity to the cloud servers.

Source
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.

Aha!: What does Enterprise+ plan include?

Enterprise+ includes workflow automation, capacity planning, custom tables and calculations, advanced license management, account backup and export, anti-virus scanning, IP access control, and concierge white-glove support.

Source
ALICE Technologies: How much does it cost?

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

Aha!: How many integrations does Aha! support?

Aha! Roadmaps offers 40+ integrations including Jira, Azure DevOps, Slack, Salesforce, and Zendesk. Salesforce and Zendesk require additional add-on purchases.

Source
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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