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Alanna.ai vs Brimma Tech

AI & Automation head-to-head · axis by axis, same rubric for both

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Alanna.ai
AI & Automation
4.0
Brimma Tech
Wilqo
2.6
AxisAlanna.aiBrimma Tech
Production impact 4.1 2.7
Functionality & depth 3.8 3.0
Integrations & ecosystem 4.0 2.3
Adoption & support 4.1 2.5
Return on spend 3.7 2.6
Overall 4.0 2.6

Alanna.ai wins 5 of 5 axes. Same rubric, same weights, no sponsorships.

What the rubric says

Alanna.ai and Brimma Tech are both scored in AI & Automation. Alanna.ai carries an overall of 4, Brimma Tech an overall of 2.6. The widest gap between them is Integrations and ecosystem, at 1.7 of a point. That axis measures how well it reaches the rest of the stack. Alanna.ai takes it, 4 to 2.3.

Where the five axes separate

On Integrations and ecosystem the record favours Alanna.ai, 4 against 2.3. On Adoption and support the record favours Alanna.ai, 4.1 against 2.5. On Production impact the record favours Alanna.ai, 4.1 against 2.7. On Return on spend the record favours Alanna.ai, 3.7 against 2.6. On Functionality and depth the record favours Alanna.ai, 3.8 against 3.

Pricing posture

Alanna.ai does not publish pricing. Its listed model is quote only, demo-gated. Brimma Tech does not publish pricing. Its listed model is quote only.

Deployment and who each one targets

Deployment for Alanna.ai: Cloud, wired into title production systems. Deployment for Brimma Tech: Cloud, described as LOS-agnostic. Segment focus for Alanna.ai: Title and settlement agencies rather than mortgage lenders. Segment focus for Brimma Tech: Mid-size lenders buying point automation instead of replacing the platform. The two entries name different buyers.

What each record credits

Alanna.ai: Names four production systems: SoftPro Select, RamQuest CCE, ResWare and Settlor. Alanna.ai: Founders Randall Nelson and Hoyt Mann built RamQuest and PhaseWare before. Alanna.ai: Order entry ingests raw email and PDF, no structured order feed required. Brimma Tech: Vallia is genuinely modular, so you buy disclosure automation without taking the rest. Brimma Tech: Voice-to-LoanApp and AUS Sandbox tackle tasks most document-AI rivals ignore. Brimma Tech: Wilqo’s acquisition announcement publicly committed to keeping existing products and support intact.

What each record holds against them

Alanna.ai: Title and settlement only; lenders cannot run it against Encompass or any LOS. Alanna.ai: No pricing, tiers, per-seat or per-order rate anywhere on the site. Alanna.ai: The 70 percent saving is a vendor claim, and homepage counters render zero. Brimma Tech: Not one named LOS integration; any-LOS compatibility asserted, never evidenced. Brimma Tech: Owner Wilqo sells a platform, an obvious pull toward its own stack. Brimma Tech: No published pricing and no stated billing unit.

Which one fits which shop

Best fit for Alanna.ai: Title agencies buried in emailed orders and status questions. Best fit for Brimma Tech: Lenders bolting disclosure, AUS and document automation onto what they already run.

What each entry concludes

Alanna.ai: Alanna is a conversational assistant and order entry layer for title agencies. Alanna.ai: It reads inbound email and PDF orders and opens the file in the production system. Brimma Tech: Brimma Tech sells the Vallia suite, narrow automations for document flow, AUS submission, disclosure generation, lead handling. Brimma Tech: Wilqo acquired the company on 30 September 2025 and stated that products and integrations continue unchanged, support included.

The short answer

Alanna.ai finishes ahead on the published rubric, 4 to 2.6. The margin comes mostly from Integrations and ecosystem. Same rubric, same weights, no sponsorships.

Who stands behind this review

MortgageTechReview

This score rests on evidence anyone can check. It also rests on the vendor's own documentation, pricing, integration pages, and ownership records. We do not claim to run every product ourselves. Nobody can. The rubric was published before this review existed. The vendor did not write this, and no vendor can buy a word of it. Every product in this category is weighted the same way.

How this was scored · Who publishes this · Dispute this score · Disclosure

Both tools are scored on the same weighted rubric, production impact carries the most weight. Comparisons are never sponsored. Disclosure →

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