Legal Tech Ops Implementation & Integration
We bridge the gap between Legal Ops strategy and functioning technology: custom APIs, AI agents, and workflows that connect the systems your legal department already runs on
Business Challenge
A legal department's technology stack typically fragments into five or six disconnected platforms: a CLM for contracts, an ELM for outside-counsel spend, a DMS for matter records, a CRM used by commercial teams, and an enterprise ERP that holds the financials. None were engineered for native interoperability, so teams manually re-key the same matter across multiple systems, creating data silos and administrative drag.
- Administrative friction
- Loss of source-of-truth
- Technology overhead
When out-of-the-box SaaS falls short and traditional consultancies leave you with strategy decks instead of code, we step in. As lawyers and engineers, we bridge the execution gap by building the custom APIs and data pipelines needed to connect your systems cleanly and permanently.
What Stack Integration Changes for Your Business
- Eliminates data contamination in CLM/ELM deployments via rigorous data cleansing and lineage tracking
- Unlocks enterprise system interoperability, preventing legal and contract data from staying siloed from core business operations
- Reduces manual processing by 80% via automated, citation-aware contract metadata extraction
- Accelerates speed-to-execution for routine NDAs and vendor agreements using validated AI workflow logic
- Protects attorney-client privilege through private, zero-data-retention AI boundaries
Services We Offer to Connect
Your Legal Stack
Enterprise API Orchestration
Custom middleware connecting CLM, ELM, and DMS platforms with core business systems (ERP, CRM) that were never designed for native legal data exchange
Contract & Legislative Data Modernization
AI-powered, citation-aware parsing pipelines that convert unstructured legacy documents into fully searchable, audit-ready data structures
Privileged AI & RAG Engineering
Engineered search and workflow automation deployed over proprietary contract and matter repositories within your dedicated security boundary
System Maintenance & DevOps
Automated build and testing pipelines ensuring long-term stability and continuous delivery as vendor APIs and regulatory requirements evolve
How We Get Your Systems Working Together
Design Workflows & Architecture
We map your legal and regulatory requirements into a concrete system design and integration architecture
Build Custom Extensions & Prompts
We build the middleware, parsers, and agent logic your workflow needs, with validated prompts for every step
Integrate Systems & Migrate Data
Connectors are wired into your live CLM, ELM, DMS, CRM, and ERP, with legacy assets migrated at full fidelity
Run & Continuously Optimize
CI/CD pipelines, automated testing, and monitoring keep the integration resilient as vendor APIs change
Domain-Driven Engineering
As lawyers, we build for how legal teams actually work. Complex legal and regulatory requirements translate directly into production-grade systems, eliminating the "game of telephone" between business teams and IT.
As software engineers, DevOps is native to our delivery. CI/CD pipelines, automated testing, and system monitoring are built directly into our deployment architecture, not bolted on as a fragile afterthought.
We Engineer Legal Data at Scale
Our pipelines are the proof. We publish their output as open, CC0-licensed datasets, providing verifiable, open-access proof of our ability to engineer high-value legal data at scale.
See our open datasets- 556,000 U.S. Code sections parsed from USLM
- 150,000+ Congressional bills ingested and sectioned
- 1,000+ LLM-assigned subject taxonomies
- 300,000 bill sections analyzed for near-duplicate text
Related Work
Streamlining Legislative Summarization with AI
A legislative tracking company was writing meeting summaries by hand, with different requirements in every jurisdiction and a growing backlog. We built a custom pipeline that processes the transcript, identifies the agenda items, and drafts summaries in each client's required format — the same workflow-to-system approach we bring to Legal Ops.
Read the full story- Meeting transcripts processed and prepared for analysis
- Agenda items identified within each hearing
- Summaries generated to each jurisdiction's format
Hire Us to Connect Your Legal Stack
If your Legal Ops roadmap calls for CLM, ELM, or DMS platforms connected to the ERP and CRM your business already runs — with legacy contracts migrated cleanly and a privileged AI layer that cites real authority — we will scope it, estimate it in time and cost, and build it.
- A written estimate before the work starts
- A working prototype on your own documents and systems
- Production deployment, with the code handed over to you