Icertis accelerates AI-driven contract automation with Dioptra acquisition

Icertis enhances its contract intelligence platform by acquiring Dioptra, a legal-tech startup specialising in AI-powered redlining and playbook generation, signalling a new era of autonomous contracting.

Icertis, a global leader in AI-powered contract intelligence, has taken a significant stride in advancing enterprise contracting solutions with its acquisition of Dioptra, a legal-tech startup known for its innovative contract redlining tools and automated playbook generation. This strategic move aligns closely with Icertis’ long-term AI roadmap, following the earlier launch of its AI platform, Vera, and positions the company at the forefront of contract lifecycle management (CLM) innovation.

The acquisition directly addresses the growing readiness among corporate leaders to integrate AI into legal workflows; recent findings suggest that over 80% of C-suite executives are now comfortable allowing AI agents to assist in contract negotiations. By incorporating Dioptra’s precise legal-centric tools into its existing platform, Icertis aims to deliver enhanced accuracy, efficiency, and automation at every stage of the contracting process. This includes automated playbook creation derived from existing contract portfolios, agent-powered risk review that highlights governance noncompliance, interactive redlining aligned with custom playbooks, and streamlined contract drafting through a clause library. These innovations collectively move enterprises closer to fully autonomous contracting, freeing legal teams to focus on higher-value strategic work.

Anand Subbaraman, CEO of Icertis, emphasised this shared vision in a statement, highlighting that Dioptra’s technology and talent will reinforce Icertis’ leadership in AI-driven contract intelligence. The company claims it holds one of the most comprehensive contract data repositories, enabling it to develop AI that truly understands contract intentions. The integration of Dioptra’s capabilities is expected to catalyse wider adoption of the Icertis platform and transform contracts into strategic business assets.

Dioptra’s origins as a Y Combinator graduate with founders from Spotify, IBM Watson, and Columbia University provide a strong pedigree in both technology and legal expertise. Their team will now join Icertis’ product and engineering groups to help shape the future of AI-powered contracting. According to Dioptra’s co-founder Farah Gasmi, becoming part of Icertis was a natural progression, with a shared mindset about leveraging AI to unlock greater business value from contracts.

Before this acquisition, Icertis and Dioptra had already collaborated on integrating Icertis’ contract-specific AI capabilities with Dioptra’s redlining agent, allowing for faster contract review workflows. This partnership addressed pressing issues in legal departments, such as growing demand for legal services and heightened corporate risk, by automating lower-risk agreement approvals and flagging liabilities in higher-stakes deals. The acquisition now cements this integration, promising greater scale and sophistication in AI contract review.

Icertis, headquartered in Bellevue, Washington, already services over one-third of the Fortune 100 companies with its contract intelligence software. The addition of Dioptra’s tools for automated playbook creation, risk assessments, and precise redlining strengthens Icertis’ platform, further reducing the manual workload on legal teams and accelerating contract negotiations. The acquisition also underscores a broader industry trend; a study sponsored by Icertis highlights that 90% of procurement leaders plan to adopt AI agents by 2025, signalling robust market demand for AI-enabled contract solutions.

Icertis continues to deepen its AI investments through partnerships with tech giants like SAP and Microsoft while leveraging its deep repository of contract data, which it describes as the foundation for delivering AI that reflects the genuine intent behind business agreements. Through these efforts, the company aims to turn contract clarity into operational confidence, addressing the need among enterprises, particularly legal teams, for AI that is accurate, transparent, and defensible.

As the contract management landscape evolves, Icertis’ acquisition of Dioptra marks a pivotal milestone in the move towards an AI-first contracting experience, promising to transform how legal teams operate by integrating state-of-the-art AI tools that enhance speed, transparency, and strategic value.

📌 Reference Map:

• ^[1] (Law News UK) – Paragraphs 1, 2, 3, 5, 6, 7, 8
• ^[2] (Icertis Announcement) – Paragraphs 1, 2
• ^[3] (Icertis & Dioptra Partnership) – Paragraphs 4, 5
• ^[4] (GeekWire) – Paragraph 6
• ^[6] (BusinessWire Study) – Paragraph 7
• ^[7] (BusinessWire Vera Launch) – Paragraph 8

Source: Noah Wire Services

Noah Fact Check Pro

The draft above was created using the information available at the time the story first
emerged. We’ve since applied our fact-checking process to the final narrative, based on the criteria listed
below. The results are intended to help you assess the credibility of the piece and highlight any areas that may
warrant further investigation.

Freshness check

Score:
10

Notes:
The narrative is fresh, with the earliest known publication date being November 19, 2025. The report is based on a press release from Icertis, which typically warrants a high freshness score. No earlier versions with different figures, dates, or quotes were found. The article includes updated data and new material, justifying a higher freshness score.

Quotes check

Score:
10

Notes:
The direct quotes from Anand Subbaraman and Farah Gasmi appear to be original, with no identical matches found in earlier material. This suggests potentially original or exclusive content.

Source reliability

Score:
10

Notes:
The narrative originates from Icertis, a reputable organisation known for its AI-powered contract intelligence solutions. This adds credibility to the report.

Plausability check

Score:
10

Notes:
The claims about the acquisition and the integration of Dioptra’s technology into Icertis’ platform are plausible and align with the companies’ previous collaborations. The report is consistent with the region and topic, and the language and tone are appropriate.

Overall assessment

Verdict (FAIL, OPEN, PASS): PASS

Confidence (LOW, MEDIUM, HIGH): HIGH

Summary:
The narrative is fresh, with no signs of recycled content. The quotes appear original, and the source is reputable. The claims are plausible and consistent with previous collaborations between Icertis and Dioptra. No significant credibility risks were identified.