Capabilities
What we deliver
Flexible consulting without vague promises. Pick the fire drill that sounds like yours and expect a scoped plan, fixed pricing, and production-ready documentation.
Evidence & Priv Log Automation
- LLM-assisted privilege, issue, and sensitivity tagging
- Chronology / fact tracker builders with audit trails
- Vendor integrations (Relativity, Reveal, Everlaw, custom)
Typical engagement: 2–4 weeks · $35k–$75k fixed
Data Rescue & Stability
- Database restores, ETL triage, cloud/on-prem migrations
- Chain-of-custody reporting and security hardening
- Retainer-style coverage for high-risk launches
Typical engagement: 3–10 days · $15k–$50k fixed
Dashboards & Custom Apps
- Streamlit, React, and Python tooling wrapped in Docker
- SSO, logging, and monitoring wired for enterprise teams
- Automated QA + documentation so ops can own it after launch
Typical engagement: 3–6 weeks · $45k–$120k fixed
Proof we're versatile
Representative engagements
A sampling of the things teams quietly drop on our desk. If it touches data pipelines, litigation tech, or internal tooling, chances are we’ve untangled something similar.
- Legal document management AI platform
- Machine-vision OCR tool optimized for speed + cost
- Restore deleted loan document archive
- Teradata warehouse recovery + hardening
- Slack JSON cleanup + ingestion pipeline
- ACH parser + alerting for finance ops
- Algorithm theft investigation tooling
- Google Vault collections + automation
- Bank record pipelines for ATM fee review
- Dentist practice database restoration
- Evidence tracker for litigation ops teams
- Internal dashboards & search platforms
- Lucene/Solr breach-index in Docker for incident response
- Evidence management project fixes
- Landing zones + secure file flows
- Case tracker for a global shipping company
- Search term manager & reporting automation
- AI case extraction + data cleaning pipelines
- Privilege log AI + reviewer co-pilots
- Microsoft Purview and Jira data-mine automation
- SharePoint/Jira/Relativity evidence share hubs
- Enterprise ETL + validation for global life sciences
Why teams trust us
Trusted by operations teams with zero margin for error
We cut our teeth inside high-pressure legal ops and investigations teams-partnering with litigators, in-house investigations, and global compliance leads. Today we bring the same battle-tested playbooks to your team without the vendor bloat.
- US-based, engineers comfortable across AWS, Azure, GCP, and bare-metal environments.
- Documentation-first delivery-build notes, deployment checklists, and handoffs every time.
- Flexible commercial models: fixed-fee builds, fractional data-team retainers, or emergency sprints.
Case Snapshot
LLM privilege accelerator for AmLaw team
Deployed a secure case-extraction workflow with audit logging, tied into Relativity and firm SSO-reviewers finally trusted the automation.
Case Snapshot
Evidence tracker dashboard with live reporting
Built Dockerized Streamlit app with role-based access, live chain-of-custody reports, and automated exports for regulators.
Case Snapshot
Database restoration + vendor migration
Recovered corrupted SQL/S3 evidence pools, rehydrated to a new vendor, and delivered validation scripts plus handoff docs before go-live.
Process
How triage + delivery works
Minimal meetings, maximum clarity. Every engagement-regardless of scope-follows the same playbook so your team always knows who is doing what, when, and with which credentials.
30-Min Triage Call
Map systems, risks, and stakeholders. We sign MNDA/DPAs, review access paths, and confirm success criteria on the call.
72-Hour Action Plan
Receive a detailed plan with timeline, cost, dependencies, security checklist, and communication cadence. Nothing starts until you approve it.
Execute + Handoff
Daily async updates, secure repo access, and recorded handoffs. We deliver documentation, tests, and stay on until your team signs off.
Need a steady, nimble partner?
We reply within one business day and kick off once access + paperwork are
set.
Send us a brief and you'll get a scoped plan, timeline, and cost before we touch your data. No surprise invoices. No ghosting.