The key-value store that thinks like you do
Tesseract is a modern key-value store built for real-world development. It supports native types like JSON,
lists, maps, sets, and atomic integers — making it ideal for structured yet flexible data workloads. Developers
can perform complex operations like atomic JSON mutations directly on the server, reducing client-side
complexity and round trips.
What sets Tesseract apart is its built-in logic layer — allowing teams to run Lua, JavaScript, or Go1 &
2 functions during reads and writes. This makes validation, transformation, and policy enforcement
seamless and programmable. With support for shared and dedicated deployments, replication (active–passive), and
upcoming active–active capabilities, Tesseract is engineered for scale and reliability.
Data durability is core to our design — every write is encrypted and backed up across five global S3 zones, and
RAID6 durability underpins our storage infrastructure. With MapReduce3 capabilities arriving in
October 2025 and active–active replication by Jan 2026, Tesseract is not just another KV store — it’s a
programmable data layer for teams that want to move fast and build systems that last.
This isn’t just infrastructure, it is the foundation for next generation of ambitious products.
1 — these features are currently in early Alpha and are undergoing rigorous testing
within Bineural’s internal service ecosystem. They will be promoted to mainstream availability once they
meet our standards for stability, performance, and reliability.
2 — These features are listed on our roadmap represent strategic enhancements currently under
development. Each item is undergoing careful evaluation, prototyping, or testing. As with all our releases,
these features will be introduced in phases, following thorough validation to ensure they meet our
benchmarks for stability, security, and performance
3 — Our MapReduce engine is currently in beta as we fine-tune its performance, stability, and
developer ergonomics across diverse workloads. During this phase, it is available for testing and non-critical
use cases. We’re actively gathering feedback, optimizing its execution pipeline, and ensuring it integrates
seamlessly with Tesseract’s programmable data model. The feature is slated for full production rollout in
January 2026, where it will be ready to handle real-time, high-volume distributed compute jobs in
production-grade environments.
The Power of Structured Simplicity
Tesseract is our modern, high-performance key-value store built for the real-world demands of today’s
software — from rapid prototyping to production-scale deployment. Designed to be fast, flexible, and
resilient, Tesseract goes beyond traditional KV stores by supporting rich data structures, in-line logic
execution, and atomic JSON4 operations — all while keeping operational overhead low.
It’s the kind of storage system that works the way developers think — simple when you need it, powerful when
you push it. Whether you’re building distributed systems, edge-native applications, or internal platforms
5, Tesseract delivers a streamlined and programmable state layer without sacrificing performance
or safety.
For investors, Tesseract represents a foundational layer of modern digital infrastructure — adaptable,
deeply integrable, and built with long-haul reliability in mind. Our focus on atomicity, programmability,
and engineered durability makes Tesseract not just a store — but a strategic multiplier in any tech stack.
4 — Tesseract offers built-in support for querying and navigating JSON data using a JSONPath-like
syntax. However, please note that not all standard or community-defined JSONPath expressions may be fully
compatible. Due to the existence of multiple, non-standardized JSONPath implementations, variations in
behavior are expected. We recommend testing your expressions within Tesseract and consulting our
documentation for supported features and known limitations.
5 — Tesseract’s support for IoT and edge deployments — including the ability to run locally and
synchronize with cloud or private infrastructure — is currently under active development and field testing.
While early access may be available for select partners, this functionality is not yet production-ready. The
full production release is targeted for January 2026, with robust synchronization, conflict resolution, and
offline tolerance features included.
The Storage Engine That Works for You.
Tesseract supports multiple deployment models — from shared and replicated environments to dedicated
clusters with automatic fail over. Our active–passive replication ensures strong consistency with fast
recovery, while active–active mode is in development for teams needing high availability across regions
(targeted for Jan 2026 or earlier).
MapReduce support will land in October 2025 or earlier, enabling high-throughput data processing natively
within the store — empowering teams to query, transform, and analyze structured data at scale, without
external ETL pipelines.
Every write is encrypted and backed up to five geographically diverse S3 locations (once an hour), giving
you peace of mind. Coupled with a RAID6-based durability backbone and atomic JSON-level operations,
Tesseract is built to minimize data loss, maximize uptime, and keep your infrastructure silent and
dependable.
Why choose Tesseract?
Rich Native Types
Store and retrieve JSON, lists, atomic integers, maps, and sets with full type safety and no manual encoding.
Atomic JSON Manipulation
Update nested fields inside JSON documents atomically on the server — no client-side read-modify-write hacks.
Multi-Tiered Deployment
Choose from shared, replicated, or dedicated setups with active–passive failover. Active–active coming soon.
Durability by Design
Data is continuously encrypted and backed up to five S3 regions, ensuring high reliability and zero-ops recoverability.
MapReduce (Coming Jan 2026)
Native map-reduce engine in the works, letting you process large volumes of key-value pairs directly inside Tesseract.
Developer-Centric API
Simple HTTP/JSON interface with SDKs planned for Go, Python, and JavaScript. Built for integration, not lock-in.
Predictable Performance
Designed for low-latency operations and optimized for local-first applications, microservices, and event-driven workloads.
Production-Ready
Built to withstand real-world usage. High uptime, fast recovery, and enterprise-grade availability as default.
Early Access for Visionary Builders
Tesseract is more than a key-value store — it’s a foundation for scalable systems that need to stay lean,
resilient, and fast. Whether you’re managing metadata, powering real-time features, or designing complex
workflows, Tesseract adapts to your needs without getting in your way.
We believe infrastructure should empower, not burden. That’s why we designed Tesseract to deliver
operational simplicity without compromising on control — giving teams the confidence to build, deploy, and
scale without re-architecting down the road.
We’re preparing for a limited early release in July 2025, and we’re inviting brave builders, visionary
investors, and hands-on teams to join us as early adopters. If you believe in our vision of Tesseract —
let’s talk.
Request a demo or join our waitlist by emailing bineural@bineural.in with the subject:
“Tesseract: waitlist/demo”.
This is your chance to be part of the backend revolution — before the world catches up.