01
Corporate Legal Ops
In-house e-discovery for investigations, SARs, and routine litigation.
Legal-tech / E-Discovery Software Solutions
E-Discovery Software Solutions
We build productized e-discovery software — early case assessment, review, TAR, and production — designed for corporate legal ops and mid-market firms that need Relativity-class capability without Relativity-class cost and complexity.
55%
Lower per-matter cost vs. incumbents
SaaS or On-Prem
Deploy how your policy demands
TAR 2.0
Continuous active learning out of the box
Trusted by global innovators
Industry Overview
E-Discovery Software Solutions: Engineered End-to-End
E-discovery doesn't have to mean per-GB surprise invoices and eight-week onboarding. We build productized software solutions that legal-ops teams and mid-market firms can own — with the review throughput, defensibility, and production fidelity that demanding matters require.
Industry Challenges
What Stops Most Teams From Solving This Today
Common friction points we hear from legal-tech teams scoping this kind of platform.
Cost Unpredictability: Per-GB pricing on incumbent platforms turns mid-sized matters into budget risks.
Onboarding Drag: Standing up a new matter on legacy platforms can take weeks, not days.
Corporate Legal Gaps: Many corporate legal teams want in-house capability without running a full service-provider stack.
AI Skepticism: TAR adoption stalls where workflows don't earn trust through transparency and statistical validation.
Our Approach
Our Engineering Approach
We engineer for the operational reality — not the demo.
Predictable-Cost Architecture
Per-tenant infrastructure with flat matter-based pricing — no per-GB review surprises.
Self-Service Matter Lifecycle
Corporate legal ops can stand up, load, review, and produce without vendor hand-holding.
Transparent, Defensible TAR
TAR 2.0 with visible statistics, sampling transparency, and reviewer-trust-first UX.
Capabilities
Capabilities
Production-grade features the platform ships with from day one.
Early Case Assessment
Fast ECA with keyword, concept, and communication analytics.
Ingestion & Processing
Forensic-quality ingestion with OCR, dedupe, and thread family preservation.
Review Workspace
Fast, focused review UI with tagging, redactions, and issue coding.
Predictive Coding (TAR 2.0)
Continuous active learning with reviewer-friendly explainability.
Privilege & Redactions
Privilege detection, bulk redaction, and privilege-log generation.
Production & Bates
Configurable production sets with Bates numbering and load-file generation.
Matter Analytics
Per-matter cost, progress, and quality analytics for legal-ops oversight.
Standards & Migration
RSMF, EDRM load files, and migration tools from Relativity, Reveal, and Nuix.
How It Works
Reference Architecture
How data and decisions flow end-to-end.
Intake & Processing
Forensic ingestion, OCR, dedupe, and metadata extraction pipelines.
01
1
ECA & Search
Early case assessment, search, and concept analytics for matter scoping.
02
2
Review & TAR
Reviewer workspace and TAR 2.0 with visible validation statistics.
03
3
Privilege & Production
Privilege workflows, redaction, production sets, and Bates generation.
04
4
Matter Analytics
Legal-ops dashboards with cost, throughput, and defensibility metrics.
05
5
Engineering Stack
Technology Stack
A pragmatic stack chosen for reliability, speed, and ease of operation.
Processing
Apache TikaTesseractFFmpegCustom OCR
Search
ElasticsearchOpenSearchVespaVector Search
ML
PyTorchscikit-learnLlamaMistral
Storage
S3 / GCS / Azure BlobPostgreSQLMinIO
Frontend
Next.jsReactTailwindPDF.js
Infra
KubernetesTerraformVPC / SaaS
Measured Impact
Measured Impact
Quantified outcomes from production deployments.
55%
Lower per-matter cost
<1s
Median review search latency
Day 1
New matter stand-up
TAR 2.0
Defensible with visible statistics
Corporate Legal Ops E-Discovery Insourcing
A Fortune 200 corporate legal ops team wanted to insource e-discovery for internal investigations, SAR/DSAR responses, and routine litigation — but Relativity licensing and service-provider rates made insourcing economics hard to justify.
We delivered a productized, multi-tenant e-discovery platform on their sovereign cloud. First year in production: 420 matters processed, 55% lower per-matter cost than the prior service-provider model, and an internal NPS of +68 from their review teams — unheard-of for e-discovery tooling.
Case Study
Use Cases
Where This Earns Its Keep
Common deployment patterns we see across customers.
02
Mid-Market Law Firms
Firm-owned e-discovery capability without enterprise-suite overhead.
03
Government Agencies
Sovereign-cloud e-discovery for agencies with strict data-residency needs.
04
Regulatory Investigations
Fast ECA and production for regulator second requests.
05
DSAR & Privacy Ops
GDPR/CCPA subject-access request processing at enterprise scale.
06
Service Providers
White-label e-discovery platform for boutique service providers.
Integrations
Integrates With Your Existing Stack
We connect to the systems your teams already know.
Source
Microsoft 365Google WorkspaceSlackBox
Migration
RelativityEverlaw
DMS
iManage
Compliance-First Development Services Backed by Global Standards
We build secure, scalable products designed for privacy, interoperability, and regulatory readiness from day one across every sector we serve.
General Data Protection Regulation
Implement lawful consent flows, data minimization, and secure processing for global data privacy.
Service Organization Control 2
Verified controls for security, availability, and confidentiality of enterprise data systems.
Information Security Management
Adhering to the international gold standard for managing information security risks.
Our Edge
Why Global Leaders Choose Us
We combine deep technical expertise with industry-specific knowledge to deliver solutions that aren't just functional, but transformational.
Enterprise-Grade Security
We implement rigorous security protocols and compliance standards (HIPAA, GDPR, SOC2) across all industrial solutions to protect sensitive data.
High-Performance Scaling
Our architectures are built to handle massive data loads and user bases, ensuring seamless performance whether you're serving ten or ten million.
Accelerated Time-to-Market
Leveraging our suite of internal tools and proven frameworks, we reduce development cycles and get your product to market 40% faster.
Embedded AI Integration
Beyond simple wrappers, we build deep-learning integrations and predictive analytics directly into the core of your industry-specific workflows.
Engagement Model
Engagement Model
Predictable, structured delivery from kickoff through long-term ownership.
01
Discovery & Scoping
We map the existing systems, constraints, and stakeholders to scope a focused 8–12 week first delivery.
02
Architecture & Pilot
A working slice on a representative environment — proving the data flow end-to-end before scaling.
03
Production Engineering
Hardened services, observability, access controls, and audit logging go live behind your IAM.
04
Operate & Iterate
We stay on as the embedded engineering team — closing tickets, tuning models, and shipping new value.
Voices of Success
We don't just build products; we forge lasting partnerships. See how we've helped industry leaders transform their vision into technical reality.
"I can clearly see how Agnotic has a unique way of handling end-to-end development. They are always active on quick chat and provide support quickly."
Aaron Phelan
Founder, Benchmark
"Agnotic is the best technical team we evaluated. Their engineering excellence made our work dramatically easier and allowed us to stay focused on what matters most for maternal care outcomes. They took full ownership of the technical execution, and we are always happy to continue working together."
Kim Smith
Founder, My Lauren
"Agnotic combines deep technical expertise with strong domain knowledge. They understand the business context, anticipate challenges, and make collaboration smooth and effective."
John Pasmore
Founder, Latimer
More in Legal-tech
More Legal-tech Solutions
Explore other production-grade engineering platforms we deliver across legal-tech.
Secure E-Discovery & Disclosure Platform
For petabyte-scale cross-border disclosure where bespoke engineering is the right fit.
AI-Assisted Contract Analysis
Apply grounded-LLM review patterns from discovery to contract diligence.
RegTech & Compliance Software
Feed regulatory investigation findings into ongoing obligation and controls workflows.
Cross-Industry Reach
The Same Engineering Patterns, Across Other Industries
The technical patterns behind this platform translate naturally into adjacent verticals.
Frequently Asked Questions
That platform is for bespoke, petabyte-scale, cross-border litigation where custom engineering is the right answer. This solution is productized e-discovery software — the right shape for corporate legal ops teams and mid-market firms that want a product they own.
Industries
A Unified Vision that Caters to Diverse Industry Demands
Build your next legal-tech platform with us
We engineer production-grade legal-tech platforms end-to-end. Talk to us about scoping a focused 8-week pilot.