BigHand acquires legal AI pricing startup Ayora to power its agentic strategy
What's the deal? Legal tech firm BigHandDealroom has a profile for this one. Try Dealroom → has acquired AyoraDealroom has a profile for this one. Try Dealroom →, a legal AI pricing specialist, in a move it says marks the next phase of its AI strategy. The deal brings Ayora's technology and eight-strong team into BigHand, with an initial focus on integrating with BigHand Matter Pricing.
What do they do? Ayora uses historic data to help lawyers and pricing teams build real-time matter pricing. Its data enrichment layer turns unstructured firm data into structured, contextual intelligence, using large language models and proprietary tech to profile matters.
Why now? The pair have worked together for 18 months and formalised a partnership in Q2 2026. Chief marketing officer and EMEA revenue officer Briana McCrory said the acquisition was accelerated by market response and demand.
What's the endgame? Over time, BigHand plans to introduce Ayora's AI capabilities across its wider portfolio, including resource management and business intelligence. Chief product officer Rob Stote said Ayora wraps "an agentic layer" around BigHand's existing software.
For Ayora, incubated in Mishcon de ReyaDealroom has a profile for this one. Try Dealroom →'s MDR LabDealroom has a profile for this one. Try Dealroom → in 2023, the deal solves a deployment bottleneck. Co-founder Stefan Ciesla said it "just made sense because like we can go 100 times faster and benefit from all the amazing work that the team has been doing for many years."
Ciesla said Ayora's core breakthrough was solving the problem of firms lacking central records of past work. He used the "garbage in, garbage out" analogy to describe how messy data, such as timesheets, has become a bottleneck as firms adopt AI.
The signal: As law firms move toward fixed prices and accurate fee estimates, they increasingly need data over instinct. Stote stressed the deal is "not just about matter pricing" but the entire commercial and operational spectrum — pointing to a broader push to embed agentic AI across legal operations.
Read more: Legal IT Insider
